6,2020-02-20 06:43:18,Comparison between YOLO and RCNN on real world videos,Bringing theory to experiment is cool. We can easily train models in colab and find the results in minutes.,computer-vision
7,2020-02-20 06:47:21,"Show, Infer & Tell: Contextual Inference for Creative Captioning","The beauty of the work lies in the way it architects the fundamental idea that humans look at the overall image and then individual pieces of it.
7,2020-02-20 06:47:21,"Show, Infer & Tell: Contextual Inference for Creative Captioning","The beauty of the work lies in the way it architects the fundamental idea that humans look at the overall image and then individual pieces of it.
",computer-vision
9,2020-02-24 16:24:45,Awesome Graph Classification,"A collection of important graph embedding, classification and representation learning papers with implementations.",graph-learning
15,2020-02-28 23:55:26,Awesome Monte Carlo Tree Search,A curated list of Monte Carlo tree search papers with implementations. ,reinforcement-learning
25,2020-03-07 23:04:31,AttentionWalk,"A PyTorch Implementation of ""Watch Your Step: Learning Node Embeddings via Graph Attention"" (NeurIPS 2018). ",graph-learning
27,2020-03-07 23:18:15,APPNP and PPNP,"A PyTorch implementation of ""Predict then Propagate: Graph Neural Networks meet Personalized PageRank"" (ICLR 2019). ",graph-learning
28,2020-03-07 23:23:46,Attributed Social Network Embedding,"A sparsity aware and memory efficient implementation of ""Attributed Social Network Embedding"" (TKDE 2018). ",graph-learning
45,2020-03-08 00:39:08,SimGNN,"A PyTorch implementation of ""SimGNN: A Neural Network Approach to Fast Graph Similarity Computation"" (WSDM 2019). ",graph-learning
9,2020-02-24 16:24:45,Awesome Graph Classification,"A collection of important graph embedding, classification and representation learning papers with implementations.",other
15,2020-02-28 23:55:26,Awesome Monte Carlo Tree Search,A curated list of Monte Carlo tree search papers with implementations. ,other
25,2020-03-07 23:04:31,AttentionWalk,"A PyTorch Implementation of ""Watch Your Step: Learning Node Embeddings via Graph Attention"" (NeurIPS 2018). ",other
27,2020-03-07 23:18:15,APPNP and PPNP,"A PyTorch implementation of ""Predict then Propagate: Graph Neural Networks meet Personalized PageRank"" (ICLR 2019). ",other
28,2020-03-07 23:23:46,Attributed Social Network Embedding,"A sparsity aware and memory efficient implementation of ""Attributed Social Network Embedding"" (TKDE 2018). ",other
45,2020-03-08 00:39:08,SimGNN,"A PyTorch implementation of ""SimGNN: A Neural Network Approach to Fast Graph Similarity Computation"" (WSDM 2019). ",other
61,2020-03-16 17:35:22,Using JAX to Improve Separable Image Filters,Optimizing the filters to improve the filtered images for computer vision tasks.,computer-vision
65,2020-03-19 18:42:05,Coloring Greyscale Images,Coloring black and white images with neural networks.,computer-vision
67,2020-03-19 19:04:43,Fruit Detection using Convolution Neural Networks in TensorFlow,"Trained a Convolutional Neural Network Model to predict fruits of over 100+ Classes (types) with a training accuracy of over 95%, and testing accuracy of over 9",computer-vision
77,2020-03-20 03:23:27,Sign Language Interpreter using Deep Learning,"A sign language interpreter using live video feed from the camera. The project was completed in 24 hours as part of HackUNT-19, the University of North Texas's ",computer-vision
78,2020-03-20 03:32:09,The Illustrated Self-Supervised Learning,A visual introduction to self-supervised learning methods in Computer Vision,computer-vision
81,2020-03-20 06:07:56,GradCAM for the BreaKHis Dataset,An NBDev package for fine-tuning ResNets to visualize gradient-weighted class activation for the BreaKHis dataset.,computer-vision
85,2020-03-20 17:35:59,Message Passing GNNs C++,C++ implementation using Eigen for the forward pass of Graph Convolutional Neural Networks.,graph-learning
85,2020-03-20 17:35:59,Message Passing GNNs C++,C++ implementation using Eigen for the forward pass of Graph Convolutional Neural Networks.,other
89,2020-03-20 18:17:31,Rethinking Batch Normalization in Transformers,"We found that NLP batch statistics exhibit large variance throughout training, which leads to poor BN performance.",natural-language-processing
91,2020-03-20 18:30:04,Pytest Board,Continuous pytest runner with awesome visualization.,mlops
92,2020-03-20 18:43:50,Image Spam Buster - Kreate Hackathon,"""Spam Buster"" for user generated IMAGE content.",computer-vision
117,2020-03-22 01:47:09,SiamFC++: Towards Robust and Accurate Visual Tracking,"Implementation of a series of basic algorithms which is useful for video understanding, including Single Object Tracking (SOT), Video Object Segmentation (VOS).",computer-vision
118,2020-03-22 21:46:52,Sinext,Sign language to text with OpenCV and MNIST sign-language dataset,computer-vision
120,2020-03-24 04:38:08,Gliding Vertex on Horizontal Bounding Box for Object Detection,Gliding vertex on the horizontal bounding box for multi-oriented object detection.,computer-vision
121,2020-03-24 04:56:38,Deep Reinforcement Learning in TensorFlow2,deep-rl-tf2 is a repository that implements a variety of polular Deep-RL algorithms using TF2. The key to this repo is an easy to understand code. ,reinforcement-learning
121,2020-03-24 04:56:38,Deep Reinforcement Learning in TensorFlow2,deep-rl-tf2 is a repository that implements a variety of polular Deep-RL algorithms using TF2. The key to this repo is an easy to understand code. ,other
122,2020-03-24 17:51:35,Custom Classifier on Top of Bert-like Language Model,Take pre-trained language model and build custom classifier on top of it.,natural-language-processing
123,2020-03-24 18:20:55,Using Different Decoding Methods for LM with Transformers,A look at different decoding methods for generate subsequent tokens in language modeling.,natural-language-processing
124,2020-03-24 21:12:12,Unsupervised Toolbox,"Unsupervised learning Tool box : A micro framework for State of the Art Methods and models for unsupervised learning for NLU / NLG
124,2020-03-24 21:12:12,Unsupervised Toolbox,"Unsupervised learning Tool box : A micro framework for State of the Art Methods and models for unsupervised learning for NLU / NLG
",natural-language-processing
128,2020-03-25 15:21:34,Multimodal Brain Tumor Segmentation,Segmentation of gliomas in pre-operative MRI scans. Use the provided clinically-acquired training data to produce segmentation labels.,computer-vision
133,2020-03-25 20:21:26,A Survey of Long-Term Context in Transformers,Over the past two years the NLP community has developed a veritable zoo of methods to combat expensive multi-head self-attention.,natural-language-processing
140,2020-03-28 07:49:03,Visual Paper Summary: ALBERT(A Lite BERT),An illustrated summary of ALBERT paper and how it improves BERT and makes it resource efficient,natural-language-processing
145,2020-03-30 04:14:44,Controllable Person Image Synthesis with Attribute-Decomposed GAN,"A novel generative model for controllable person image synthesis, which can produce realistic person images with desired human attributes.",computer-vision
147,2020-03-30 05:39:57,Back Translation for Text Augmentation with Google Sheets,Learn how to augment existing labeled text data for free using Google Sheets.,natural-language-processing
148,2020-03-30 14:13:46,An Illustrated Guide to Graph Neural Networks,A breakdown of the inner workings of GNNs.,graph-learning
148,2020-03-30 14:13:46,An Illustrated Guide to Graph Neural Networks,A breakdown of the inner workings of GNNs.,other
150,2020-04-01 08:26:46,The Illustrated FixMatch for Semi-Supervised Learning,Learn how to leverage unlabeled data using FixMatch for semi-supervised learning,computer-vision
152,2020-04-01 15:38:58,A Two-Step Graph Convolutional Decoder for Molecule Generation,A simple auto-encoder framework for molecule generation.,graph-learning
152,2020-04-01 15:38:58,A Two-Step Graph Convolutional Decoder for Molecule Generation,A simple auto-encoder framework for molecule generation.,other
157,2020-04-03 01:56:32,TransMoMo: Invariance-Driven Unsupervised Motion Retargeting,A lightweight video motion retargeting approach that is capable of transferring motion of a person in a source video realistically to another video of a target ,computer-vision
158,2020-04-03 04:41:07,Tracking Objects as Points,Simultaneous object detection and tracking using center points.,computer-vision
159,2020-04-03 14:57:11,Drifter-ML,A machine learning testing framework for sklearn and pandas. The goal is to help folks assess whether things have changed over time.,mlops
234,2020-04-06 17:42:52,An Overview of Semantic Image Segmentation,Image segmentation is a computer vision task in which we label specific regions of an image according to what's being shown.,computer-vision
237,2020-04-06 18:02:48,Common Architectures in Convolutional Neural Networks,"In this post, I'll discuss commonly used architectures for convolutional networks. ",computer-vision
238,2020-04-06 18:37:33,Googletrans,Googletrans: Free and Unlimited Google translate API for Python. Translates totally free of charge.,natural-language-processing
239,2020-04-06 18:39:48,Prophet: Forecasting At Scale,Tool for producing high quality forecasts for time series data that has multiple seasonality with linear or non-linear growth.,time-series
239,2020-04-06 18:39:48,Prophet: Forecasting At Scale,Tool for producing high quality forecasts for time series data that has multiple seasonality with linear or non-linear growth.,other
250,2020-04-06 19:24:06,Doccano,Open source text annotation tool for machine learning practitioner. ,natural-language-processing
251,2020-04-06 19:28:58,BRAT: Rapid Annotation Tool,BRAT (brat rapid annotation tool) is based on the stav visualiser which was originally made in order to visualise BioNLP'11 Shared Task data.,natural-language-processing
252,2020-04-06 20:23:46,Word Embeddings,This tutorial introduces word embeddings. It contains complete code to train word embeddings from scratch on a small dataset.,natural-language-processing
271,2020-04-06 22:58:47,The Annotated Transformer,In this post I present an “annotated” version of the paper in the form of a line-by-line implementation. ,natural-language-processing
272,2020-04-06 23:38:26,The Annotated GPT-2,GPT-2 explained with visualization and PyTorch code.,natural-language-processing
273,2020-04-06 23:41:52,Transformers - Hugging Face,🤗 Transformers: State-of-the-art Natural Language Processing for TensorFlow 2.0 and PyTorch. ,natural-language-processing
277,2020-04-07 00:30:33,Curriculum for Reinforcement Learning,"Curriculum learning applied to reinforcement learning, with a few exceptions of supervised learning.",reinforcement-learning
277,2020-04-07 00:30:33,Curriculum for Reinforcement Learning,"Curriculum learning applied to reinforcement learning, with a few exceptions of supervised learning.",other
278,2020-04-07 00:34:46,Self-Supervised Representation Learning,What if we can get labels for free for unlabelled data and train unsupervised dataset in a supervised manner? ,computer-vision
279,2020-04-07 00:36:55,Evolution Strategies,Evolutionary algorithms refer to a division of population-based optimization algorithms inspired by natural selection. ,reinforcement-learning
280,2020-04-07 00:38:25,Meta Reinforcement Learning,Explore cases when we try to “meta-learn” Reinforcement Learning (RL) tasks by developing an agent that can solve unseen tasks fast and efficiently.,reinforcement-learning
279,2020-04-07 00:36:55,Evolution Strategies,Evolutionary algorithms refer to a division of population-based optimization algorithms inspired by natural selection. ,other
280,2020-04-07 00:38:25,Meta Reinforcement Learning,Explore cases when we try to “meta-learn” Reinforcement Learning (RL) tasks by developing an agent that can solve unseen tasks fast and efficiently.,other
281,2020-04-07 00:40:59,Generalized Language Models,Trend in large unsupervised pre-trained language models which have achieved amazing SOTA results on a variety of language tasks.,natural-language-processing
284,2020-04-07 00:57:12,Policy Gradient Algorithms,"In this post, we are going to look deep into policy gradient, why it works, and many new policy gradient algorithms proposed in recent years.",reinforcement-learning
284,2020-04-07 00:57:12,Policy Gradient Algorithms,"In this post, we are going to look deep into policy gradient, why it works, and many new policy gradient algorithms proposed in recent years.",other
286,2020-04-07 03:49:15,Object Detection for Dummies,"We will go through several basic concepts, algorithms, and popular deep learning models for image processing and object detection.",computer-vision
287,2020-04-07 03:59:53,Learning Word Embedding,This post introduces several models for learning word embedding and how their loss functions are designed for the purpose.,natural-language-processing
290,2020-04-07 13:38:36,GANSpace: Discovering Interpretable GAN Controls,This paper describes a simple technique to analyze Generative Adversarial Networks (GANs) and create interpretable controls for image synthesis.,computer-vision
291,2020-04-07 14:07:59,Kornia: Differentiable Computer Vision Library for PyTorch,Set of routines and differentiable modules to solve generic computer vision problems. ,computer-vision
294,2020-04-07 15:36:13,PyTorch Geometric ,Geometric deep learning extension library for PyTorch.,graph-learning
295,2020-04-07 15:40:00,DGL: Deep Graph Library,"Python package built to ease deep learning on graph, on top of existing DL frameworks. ",graph-learning
294,2020-04-07 15:36:13,PyTorch Geometric ,Geometric deep learning extension library for PyTorch.,other
295,2020-04-07 15:40:00,DGL: Deep Graph Library,"Python package built to ease deep learning on graph, on top of existing DL frameworks. ",other
306,2020-04-07 20:07:28,BERT Research - Key Concepts & Sources,Video series on BERT's key concepts and sources.,natural-language-processing
307,2020-04-07 20:11:29,GLUE Explained: Understanding BERT Through Benchmarks,In this post we take a look at an important NLP benchmark used to evaluate BERT and other transfer learning models!,natural-language-processing
308,2020-04-07 23:22:18,TinyBERT,TinyBERT is 7.5x smaller and 9.4x faster on inference than BERT-base and achieves competitive performances in the tasks of natural language understanding.,natural-language-processing
347,2020-04-08 16:26:05,The State of Transfer Learning in NLP,This post expands on the NAACL 2019 tutorial on Transfer Learning in NLP. It highlights key insights and takeaways and provides updates based on recent work.,natural-language-processing
349,2020-04-08 16:35:52,The Dark Secrets of BERT,How much of the linguistically interpretable self-attention patterns that are presumed to be its strength are actually used to solve downstream tasks?,natural-language-processing
364,2020-04-08 17:53:15,Named Entity Recognition Tagging,"In this post, we go through an example from Natural Language Processing, in which we learn how to load text data and perform NER tagging for each token.",natural-language-processing
372,2020-04-08 18:22:46,An introduction to Q-Learning: Reinforcement Learning,Q-Learning algorithm along with an implementation in Python using Numpy.,reinforcement-learning
378,2020-04-08 19:37:57,Ray,Ray is a fast and simple framework for building and running distributed applications.,reinforcement-learning
380,2020-04-08 21:05:06,Graph Nets,"PyTorch Implementation and Explanation of Graph Representation Learning papers involving DeepWalk, GCN, GraphSAGE, ChebNet & GAT.",graph-learning
372,2020-04-08 18:22:46,An introduction to Q-Learning: Reinforcement Learning,Q-Learning algorithm along with an implementation in Python using Numpy.,other
378,2020-04-08 19:37:57,Ray,Ray is a fast and simple framework for building and running distributed applications.,other
380,2020-04-08 21:05:06,Graph Nets,"PyTorch Implementation and Explanation of Graph Representation Learning papers involving DeepWalk, GCN, GraphSAGE, ChebNet & GAT.",other
388,2020-04-08 21:36:39,ConvNet Playground,An interactive visualization for exploring Convolutional Neural Networks applied to the task of semantic image search.,computer-vision
392,2020-04-08 21:53:06,Embedding Projector,"Visualization of high dimensional data, namely embeddings.",natural-language-processing
395,2020-04-08 22:12:24,Word2Viz: Explore Word Analogies,Interactive visualization of word analogies in GloVe.,natural-language-processing
419,2020-04-09 00:41:03,Text Feature Selection for Causal Inference,"Identifying the linguistic features that cause people to act a certain way after reading a text, regardless of confounding variables, is something people do.",natural-language-processing
423,2020-04-09 00:57:49,3D Ken Burns Effect from a Single Image,Implementation of 3D Ken Burns Effect from a Single Image using PyTorch.,computer-vision
424,2020-04-09 01:02:59,Sparse Sinkhorn Attention,A new efficient and sparse method for learning to attend based on differentiable sorting of internal representations.,natural-language-processing
425,2020-04-09 01:41:48,Backtester,A backtesting framework for timeseries data.,time-series
427,2020-04-09 18:57:01,An Overview of Early Vision in InceptionV1,"A guided tour of the first five layers of InceptionV1,
425,2020-04-09 01:41:48,Backtester,A backtesting framework for timeseries data.,other
427,2020-04-09 18:57:01,An Overview of Early Vision in InceptionV1,"A guided tour of the first five layers of InceptionV1,
taxonomized into “neuron groups.”",computer-vision
428,2020-04-10 04:57:53,AiLight: Automatic Highlighting Using BERT,"Automatically highlight pdfs using BERT embeddings and clustering.
428,2020-04-10 04:57:53,AiLight: Automatic Highlighting Using BERT,"Automatically highlight pdfs using BERT embeddings and clustering.
430,2020-04-10 15:28:43,Controlling Text Generation with Plug and Play Language Models,"This article discusses an alternative approach to controlled text generation, titled the Plug and Play Language Model (PPLM).",natural-language-processing
431,2020-04-10 15:35:00,Genomic ULMFiT,ULMFiT for Genomic Sequence Data,natural-language-processing
499,2020-04-14 23:34:32,Deep Learning for Videos: A 2018 Guide to Action Recognition,"In this post, I summarize the literature on action recognition from videos. ",computer-vision
501,2020-04-15 15:20:56,Shakespeare Meets Google's Flax,Application of RNNs in Flax: Character-Level Language Model.,natural-language-processing
505,2020-04-15 15:59:30,"Anomaly detection with Keras, TensorFlow, and Deep Learning",Perform anomaly detection in your own image datasets using deep learning.,computer-vision
507,2020-04-15 16:12:41,Almost Everything You Need to Know About Time Series,"Understand moving average, exponential smoothing, stationarity, autocorrelation, SARIMA, and more.",time-series
507,2020-04-15 16:12:41,Almost Everything You Need to Know About Time Series,"Understand moving average, exponential smoothing, stationarity, autocorrelation, SARIMA, and more.",other
508,2020-04-15 16:29:08,STEFANN: Scene Text Editor using Font Adaptive Neural Network,A generalized method for realistic modification of textual content present in a scene image. ⭐️ Accepted in CVPR 2020.,computer-vision
509,2020-04-15 16:34:04,Time Series Prediction with LSTM Using PyTorch,Time series applied to forecasting on the Airplane Passengers Dataset.,time-series
509,2020-04-15 16:34:04,Time Series Prediction with LSTM Using PyTorch,Time series applied to forecasting on the Airplane Passengers Dataset.,other
513,2020-04-15 17:05:36,lda2vec: Tools for interpreting natural language,The lda2vec model tries to mix the best parts of word2vec and LDA into a single framework.,natural-language-processing
516,2020-04-15 17:21:53,Deep Learning for Object Detection: A Comprehensive Review,"A closer look at Tensorflow’s object detection models: Faster R-CNN, R-FCN, and SSD.",computer-vision
517,2020-04-15 17:31:22,An Intuitive Guide to Deep Network Architectures,"Intuition behind base network architectures like MobileNets, Inception, and ResNet.",computer-vision
599,2020-04-22 16:43:13,MONAI,AI Toolkit for Healthcare Imaging.,computer-vision
601,2020-04-22 17:41:06,How I Used Deep Learning To Train A Chatbot To Talk Like Me,Facebook chatbot that I trained to talk like me using Seq2Seq.,natural-language-processing
602,2020-04-23 00:36:02,DialoGPT: Toward Human-Quality Conversational Response Generation,Large-scale pre-training for dialogue.,natural-language-processing
605,2020-04-23 03:59:57,Upside Down Reinforcement Learning,Implementation of UDRL as outlined by Juergen Schmidhuber in https://arxiv.org/abs/1912.02875,reinforcement-learning
605,2020-04-23 03:59:57,Upside Down Reinforcement Learning,Implementation of UDRL as outlined by Juergen Schmidhuber in https://arxiv.org/abs/1912.02875,other
608,2020-04-23 12:52:02,PyImageSearch,An online platform of blogs on Computer Vision and Deep Learning.,computer-vision
619,2020-04-23 16:55:27,Implementing Portrait Bokeh Mode using OpenCV and NumPy (Python),"Do you love the portrait mode in your smartphone? This code will help you do the same using OpenCV and NumPy! Detects the faces, asks if you want to blur them!",computer-vision
621,2020-04-23 18:17:12,MixNMatch,Multifactor Disentanglement and Encoding for Conditional Image Generation,computer-vision
622,2020-04-23 21:40:09,MT-Clinical BERT,Scaling Clinical Information Extraction with Multitask Learning,natural-language-processing
623,2020-04-24 00:30:02,medaCy,🏥 Medical Text Mining and Information Extraction with spaCy,natural-language-processing
632,2020-04-24 11:37:13,Lagrangian Neural Networks,"Trying to learn a simulation? Try Lagrangian Neural Networks, which explicitly conserve energy and may generalize better!",graph-learning
639,2020-04-24 20:51:18,ML Foundations and Methods for Precision Medicine and Healthcare,"This tutorial will discuss ideas from machine learning that enable personalization (useful for applications in education, retail, medicine and recsys).",reinforcement-learning
632,2020-04-24 11:37:13,Lagrangian Neural Networks,"Trying to learn a simulation? Try Lagrangian Neural Networks, which explicitly conserve energy and may generalize better!",other
639,2020-04-24 20:51:18,ML Foundations and Methods for Precision Medicine and Healthcare,"This tutorial will discuss ideas from machine learning that enable personalization (useful for applications in education, retail, medicine and recsys).",other
643,2020-04-26 04:34:02,Albert-base for Sanskrit,Trained Albert-base from scratch on Sanskrit corpus of Wikipedia. I have also added a link to how to train your own Language model from scratch.,natural-language-processing
644,2020-04-26 05:42:37,Adversarial Latent Autoencoders,"Introducing the Adversarial Latent Autoencoder (ALAE), a general architecture that can leverage recent improvements on GAN training procedures.",computer-vision
652,2020-04-28 15:14:00,Optimal Transport and the Sinkhorn Transformer,Understand optimal transport and the Sinkhorn-Knopp algorithm before diving into the Sinkhorn Transformer.,natural-language-processing
667,2020-04-29 18:34:28,No Trump Social Chrome Plugin,An AI-driven Browser Extension to Replace Trump Pics with Puppies!,computer-vision
670,2020-04-29 19:35:22,Attribute2Font: Creating Fonts You Want From Attributes,Official PyTorch implementation of the Attribute2Font: Creating Fonts You Want From Attributes.,natural-language-processing
674,2020-04-30 17:52:55,YOLOv4: Optimal Speed and Accuracy of Object Detection,A minimal implementation of YOLOv4.,computer-vision
679,2020-05-01 16:17:32,Geometric and Relational Deep Learning,Videos from emerging fields of Graph Representation Learning and Geometric Deep Learning.,graph-learning
679,2020-05-01 16:17:32,Geometric and Relational Deep Learning,Videos from emerging fields of Graph Representation Learning and Geometric Deep Learning.,other
683,2020-05-01 16:35:06,TAPAS: Weakly Supervised Table Parsing via Pre-training,Using neural networks to find answers in tables.,natural-language-processing
686,2020-05-01 16:59:48,Jukebox: A Generative Model for Music,"We’re introducing Jukebox, a neural net that generates music, including rudimentary singing, as raw audio in a variety of genres and artist styles. ",natural-language-processing
687,2020-05-01 17:17:48,Exploratory Data Analysis of Time Series,"Exploratory Data Analysis of Time Series data in Python. It uses lot of the principles and concepts discussed in Prof. Hyndman's book. The focus is on understa
",time-series
687,2020-05-01 17:17:48,Exploratory Data Analysis of Time Series,"Exploratory Data Analysis of Time Series data in Python. It uses lot of the principles and concepts discussed in Prof. Hyndman's book. The focus is on understa
",other
688,2020-05-01 17:47:40,Gotchas of Transfer Learning for Image Classification,Discover the things you should care about while doing transfer learning for image classification. ,computer-vision
693,2020-05-02 05:05:44,SciTLDR: Extreme Summarization of Scientific Documents,A new automatic summarization task with high source compression requiring expert background knowledge and complex language understanding.,natural-language-processing
694,2020-05-02 15:29:06,BLINK: Better entity LINKing,Entity Linking python library that uses Wikipedia as the target knowledge base.,natural-language-processing
704,2020-05-04 11:58:27,Training Batch Norm and Only Batch Norm,Experiments with the ideas presented in https://arxiv.org/abs/2003.00152 by Frankle et al. ,computer-vision
707,2020-05-05 03:36:50,The Big Bad NLP Database,A collection of 400+ NLP datasets with papers included.,natural-language-processing
708,2020-05-05 03:51:53,POINTER: Constrained Text Generation,Constrained Text Generation via Insertion-based Generative Pre-training,natural-language-processing
712,2020-05-05 05:55:46,Covid-19: A-Geo-Statistical-Analysis,Analysis with the time series data available for various countries.,time-series
713,2020-05-05 07:13:49,Cognito : Data wrangling toolkit,Cognito is an exclusive python data preprocessing library and command-line utility that helps any developer to transform raw data into a machine-learning format,time-series
712,2020-05-05 05:55:46,Covid-19: A-Geo-Statistical-Analysis,Analysis with the time series data available for various countries.,other
713,2020-05-05 07:13:49,Cognito : Data wrangling toolkit,Cognito is an exclusive python data preprocessing library and command-line utility that helps any developer to transform raw data into a machine-learning format,other
717,2020-05-05 14:46:57,Synthesizer: Rethinking Self-Attention in Transformer Models,The dot product self-attention is known to be central and indispensable to state-of-the-art Transformer models. But is it really required?,natural-language-processing
726,2020-05-06 01:10:55,ConvNets-TensorFlow2,Implementing a variety of popular and important CNN architectures,computer-vision
732,2020-05-06 04:20:43,StellarGraph - Machine Learning on Graphs,"State-of-the-art algorithms for graph machine learning, making it easy to discover patterns and answer questions about graph-structured data.",graph-learning
732,2020-05-06 04:20:43,StellarGraph - Machine Learning on Graphs,"State-of-the-art algorithms for graph machine learning, making it easy to discover patterns and answer questions about graph-structured data.",other
733,2020-05-06 04:30:47,LandCover.ai,"Dataset for automatic mapping of buildings, woodlands and water from aerial imagery.",computer-vision
734,2020-05-06 04:33:15,Generating SOAP Notes from Doctor-Patient Conversations,Evaluate complete pipelines for leveraging these transcripts to train machine learning model to generate these notes.,natural-language-processing
741,2020-05-07 01:15:12,Zero-shot Neural Retrieval via Domain-targeted Synthetic Queries,Zero-shot learning for ad-hoc retrieval models that relies on synthetic query generation.,natural-language-processing
795,2020-05-10 04:51:17,U^2-Net,"The code for our newly accepted paper in Pattern Recognition 2020: ""U^2-Net: Going Deeper with Nested U-Structure for Salient Object Detection.""",computer-vision
796,2020-05-10 05:08:27,Age and Gender Estimation using Multi-Task CNN,Used a multi task CNN to predict the age group and gender of the person in the image.,computer-vision
797,2020-05-10 15:31:27,Data augmentation recipes in tf.keras image-based models,Learn about different ways of doing data augmentation when training an image classifier in tf.keras.,computer-vision
799,2020-05-11 00:40:49,Injecting Inductive Bias in Graph Neural Networks (MIT talk),Equivariant Mesh Neural Networks and Neural Augmented (Factor) Graph Neural Networks.,graph-learning
799,2020-05-11 00:40:49,Injecting Inductive Bias in Graph Neural Networks (MIT talk),Equivariant Mesh Neural Networks and Neural Augmented (Factor) Graph Neural Networks.,other
800,2020-05-11 00:44:10,Feature Stores for ML,List of production ML groups and their open-source feature store architectures.,mlops
803,2020-05-11 02:13:32,Image Semantic Segmentation of UAV mining area based on Deeplabv3,"Data: UAV mining area image
Tools: PyTorch
Frame: Deeplabv3
803,2020-05-11 02:13:32,Image Semantic Segmentation of UAV mining area based on Deeplabv3,"Data: UAV mining area image
Tools: PyTorch
Frame: Deeplabv3
Semantic Segmentation ",computer-vision
820,2020-05-11 14:19:18,A Comprehensive Survey on Graph Neural Networks,A Comprehensive Survey on Graph Neural Networks.,graph-learning
820,2020-05-11 14:19:18,A Comprehensive Survey on Graph Neural Networks,A Comprehensive Survey on Graph Neural Networks.,other
821,2020-05-11 15:03:57,Hidden Technical Debt in Machine Learning Systems,"Using the software engineering framework of technical debt, we find it is common to incur massive ongoing maintenance costs in real-world ML systems. ",mlops
822,2020-05-11 15:10:09,In-Domain GAN Inversion for Real Image Editing,"We propose an in-domain GAN inversion method, which faithfully reconstructs the input image but also ensures the inverted code to be semantically meaningful.",computer-vision
825,2020-05-11 23:07:39,Neural Networks for NLP (CMU CS 11-747),"This class will start with a brief overview of neural networks, then spend the majority of the class demonstrating how to apply neural networks to language.",natural-language-processing
826,2020-05-12 03:02:02,DANet PyTorch,A Pytorch implementation of Dual Attention Network for Scene Segmentation,computer-vision
828,2020-05-12 05:04:58,BART version of closed-book QA,"This is a BART version of sequence-to-sequence model for open-domain QA in a closed-book setup, based on PyTorch and Huggingface's Transformers.",natural-language-processing
829,2020-05-12 05:07:35,Unsupervised Reinforcement Learning,Lecture on unsupervised reinforcement learning by Sergey Levine. Originally prepared for AAMAS 2020.,reinforcement-learning
829,2020-05-12 05:07:35,Unsupervised Reinforcement Learning,Lecture on unsupervised reinforcement learning by Sergey Levine. Originally prepared for AAMAS 2020.,other
831,2020-05-13 02:24:24,CCNet_PyTorch,A PyTorch Implementation of CCNet: Criss-Cross Attention for Semantic Segmentation,computer-vision
832,2020-05-13 04:22:09,Image segmentation in 2020,"Architectures, Losses, Datasets, and Frameworks",computer-vision
833,2020-05-13 04:27:08,Plan2Explore: Plan to Explore via Self-Supervised World Models,A self-supervised reinforcement learning agent that tackles task-specific and the sample efficiency challenges.,reinforcement-learning
833,2020-05-13 04:27:08,Plan2Explore: Plan to Explore via Self-Supervised World Models,A self-supervised reinforcement learning agent that tackles task-specific and the sample efficiency challenges.,other
835,2020-05-13 04:39:31,Toward Better Storylines with Sentence-Level Language Models,We propose a sentence-level language model which selects the next sentence in a story from a finite set of fluent alternatives.,natural-language-processing
836,2020-05-13 04:43:57,Epipolar Transformers,"Differentiable ""epipolar transformer"", which enables the 2D detector to leverage 3D-aware features to improve 2D pose estimation.",computer-vision
840,2020-05-13 05:03:33,Machine Learning on Graphs: A Model and Comprehensive Taxonomy,We propose a simple framework (GraphEDM) and a comprehensive Taxonomy to review and unify several graph representation learning methods.,graph-learning
840,2020-05-13 05:03:33,Machine Learning on Graphs: A Model and Comprehensive Taxonomy,We propose a simple framework (GraphEDM) and a comprehensive Taxonomy to review and unify several graph representation learning methods.,other
841,2020-05-13 05:10:58,BLEURT: Learning Robust Metrics for Text Generation,A metric for Natural Language Generation based on transfer learning.,natural-language-processing
842,2020-05-13 13:20:07,Identifying Brain Tumor from MRI images using FastAI -DynamicUnet,"To use FASTAI unet learner to identify tumours from MRI of Brain, logging loss metrics in Neptune AI logger and compare the results after hyperparameter tuning.",computer-vision
847,2020-05-13 22:53:36,HuggingTweets,Tweet Generation with Huggingface.,natural-language-processing
857,2020-05-14 14:25:11,FastHugs: Sequence Classification with Transformers and Fastai,Fine-tune a text classification model with HuggingFace 🤗 transformers and fastai-v2.,natural-language-processing
858,2020-05-14 14:35:37,Open-Dialog Chatbots for Learning New Languages,A tutorial for automatically generate code comments using Deep Learning.,natural-language-processing
860,2020-05-14 17:35:04,Electra,ELECTRA: Pre-training Text Encoders as Discriminators Rather Than Generators,natural-language-processing
862,2020-05-14 19:13:59,DQN In Pytorch Livestream Series,I'm doing a series of streams about reinforcement learning (starting from Q learning) focused on showing the work in as much detail as possible (e.g. debugging),reinforcement-learning
862,2020-05-14 19:13:59,DQN In Pytorch Livestream Series,I'm doing a series of streams about reinforcement learning (starting from Q learning) focused on showing the work in as much detail as possible (e.g. debugging),other
863,2020-05-15 04:24:58,S2IGAN: Speech-to-Image Generation via Adversarial Learning,A speech-to-image generation (S2IG) framework is proposed which translates speech descriptions to photo-realistic images without using any text information.,computer-vision
864,2020-05-15 13:04:19,Twitter Sentiment Analysis,"This project is based on Natural Language processing (NLP), in this we do sentiment analysis(i.e, how much it is positive or negative) of tweets of any account.",natural-language-processing
866,2020-05-15 13:51:56,HuggingFace nlp library,"nlp is a lightweight and extensible library to easily share and load dataset and evaluation metrics, already providing access to ~100 datasets and ~10 evaluatio",natural-language-processing
877,2020-05-16 02:42:32,Semi-supervised image classification with GANs,"Shows how to perform semi-supervised image classification with GANs. The cover image is from Chapter 7, GANs in Action.",computer-vision
879,2020-05-16 10:57:53,HighRes-net: Multi-Frame Super-Resolution of satellite imagery,"Pytorch implementation of HighRes-net, a neural network for multi-frame super-resolution, trained and tested on the European Space Agency’s Kelvin competition.",computer-vision
880,2020-05-16 11:50:31,How Deep Is Your Love For Transfer Learning In NLP?,A review of NLP research,natural-language-processing
881,2020-05-16 13:32:51,Time Series Forecasting with TensorFlow.js,Machine learning is becoming increasingly popular these days and a growing number of the world’s population see it is as a magic crystal ball: predicting when a,time-series
881,2020-05-16 13:32:51,Time Series Forecasting with TensorFlow.js,Machine learning is becoming increasingly popular these days and a growing number of the world’s population see it is as a magic crystal ball: predicting when a,other
882,2020-05-16 13:35:31,Phrases extraction and D3 Wordcloud,100% JavaScript solution to extracting phrases from text and display key points in a beautiful D3 wordcloud.,natural-language-processing
883,2020-05-16 13:37:44,Reinforcement Learning Tic Tac Toe with Value Function,"A reinforcement learning algorithm for agents to learn the tic-tac-toe, using the value function
",reinforcement-learning
883,2020-05-16 13:37:44,Reinforcement Learning Tic Tac Toe with Value Function,"A reinforcement learning algorithm for agents to learn the tic-tac-toe, using the value function
",other
884,2020-05-16 13:40:07,Build a Textual Similarity Web App with TensorFlow.js,Have you wondered how search engines understand your queries and retrieve relevant results? How chatbots extract your intent from your questions and provide the,natural-language-processing
890,2020-05-16 19:51:33,cyBERT: Applying BERT to Windows event logs,"This blog shows how interpreting cybersecurity logs as a natural language, improving upon the standard regex-based parsing of log data.",natural-language-processing
892,2020-05-17 02:08:12,DPOD: Pose Estimator,PyTorch recreation of a SOTA 6D Pose estimation research paper. ,computer-vision
893,2020-05-17 04:44:04,ESTorch,ESTorch is an Evolution Strategy Library build around PyTorch.,reinforcement-learning
893,2020-05-17 04:44:04,ESTorch,ESTorch is an Evolution Strategy Library build around PyTorch.,other
894,2020-05-17 04:47:40,"A Large-Scale, Open-Domain, Mixed-Interface Dialogue-Based ITS ","Korbit, a large-scale, open-domain, mixed-interface, dialogue-based intelligent tutoring system (ITS).",natural-language-processing
900,2020-05-17 08:14:24,A Visual Survey of Data Augmentation in NLP,An extensive overview of text data augmentation techniques for Natural Language Processing,natural-language-processing
901,2020-05-17 09:57:38,DoYouEvenLearn,Essential Guide to keep up with AI/ML/DL/CV,computer-vision
902,2020-05-18 00:57:27,Differentiable Adaptive Computation Time for Visual Reasoning ,"DACT, a new algorithm for achieving adaptive computation time that, unlike existing approaches, is fully differentiable. ",natural-language-processing
903,2020-05-18 11:15:12,Semixup: In- and Out-of-Manifold Regularization,Semixup is a semi-supervised learning method based on in/out-of-manifold regularization.,computer-vision
905,2020-05-18 14:40:51,Deep Reinforcement Learning for Supply Chain & Price Optimization,Explore how deep reinforcement learning methods can be applied in several basic supply chain and price management scenarios.,reinforcement-learning
905,2020-05-18 14:40:51,Deep Reinforcement Learning for Supply Chain & Price Optimization,Explore how deep reinforcement learning methods can be applied in several basic supply chain and price management scenarios.,other
907,2020-05-18 14:53:33,TextAttack,A Python framework for building adversarial attacks on NLP models.,natural-language-processing
913,2020-05-19 03:19:59,aitextgen,A robust Python tool for text-based AI training and generation using GPT-2.,natural-language-processing
914,2020-05-19 03:25:11,How Hugging Face achieved a 2x performance boost for QA,Question Answering with DistilBERT in Node.js,natural-language-processing
921,2020-05-20 02:39:09,Torch Points3D,Pytorch framework for doing deep learning on point clouds.,computer-vision
922,2020-05-20 07:23:50,NLP Model Selection ,NLP model selection guide to make it easier to select models. This is prescriptive in nature and has to be used with caution.,natural-language-processing
925,2020-05-20 16:20:28,Model-Agnostic Meta-Learning for Reinforcement Learning with TF2,Reimplementation of Model-Agnostic Meta-Learning (MAML) applied on Reinforcement Learning problems in TensorFlow 2.,reinforcement-learning
925,2020-05-20 16:20:28,Model-Agnostic Meta-Learning for Reinforcement Learning with TF2,Reimplementation of Model-Agnostic Meta-Learning (MAML) applied on Reinforcement Learning problems in TensorFlow 2.,other
927,2020-05-21 03:16:17,FashionBERT,Text and image matching with adaptive loss for cross-modal retrieval.,natural-language-processing
934,2020-05-21 03:45:38,📈 Automated Time Series Forecasting,This data app uses Facebook's open-source Prophet library to automatically forecast values into the future. ,time-series
934,2020-05-21 03:45:38,📈 Automated Time Series Forecasting,This data app uses Facebook's open-source Prophet library to automatically forecast values into the future. ,other
935,2020-05-21 14:22:01,"Look inside the workings of ""Label Smoothing""","This blog post describes how and why does ""trick"" of label smoothing improves the model accuracy and when should we use it ",computer-vision
938,2020-05-22 01:01:32,Content and Style Disentanglement for Artistic Style Transfer,Hi-Res style transfer and interpolation between styles,computer-vision
939,2020-05-22 03:08:40,Time Series Classification Using Deep Learning,"In this article, I will introduce you to a new package called timeseries for fastai2 that I lately developed. ",time-series
939,2020-05-22 03:08:40,Time Series Classification Using Deep Learning,"In this article, I will introduce you to a new package called timeseries for fastai2 that I lately developed. ",other
940,2020-05-22 03:16:29,TAO: A Large-Scale Benchmark for Tracking Any Object,"A diverse dataset for Tracking Any Object (TAO) consisting of 2,907 high resolution videos, captured in diverse environments, which are half a minute long on ",computer-vision
941,2020-05-22 03:21:10,BiT: Exploring Large-Scale Pre-training for Compute,"We are excited to share the best BiT models pre-trained on public datasets, along with code in TF2, Jax, and PyTorch. ",computer-vision
947,2020-05-22 13:34:30,Self Driving Car,This project is a demonstration of a working model of self driving car 🚗🚗 identifying and following lanes using powerful computer vision 🕶🕶 algorithms.,computer-vision
963,2020-05-24 03:13:28,Build your first data warehouse with Airflow on GCP,What are the steps in building a data warehouse? What cloud technology should you use? How to use Airflow to orchestrate your pipeline?,mlops
966,2020-05-24 10:24:03,Building an Intelligent Twitter Bot,The volume of information going through Twitter per day makes it one of the best platforms to get information on any subject of interest. ,natural-language-processing
968,2020-05-24 16:40:46,Self Supervised Representation Learning in NLP,An overview of self-supervised pretext tasks in Natural Language Processing,natural-language-processing
970,2020-05-24 20:01:29,Job Classification,"Job Classification done using Techniques of NLP and ML.
970,2020-05-24 20:01:29,Job Classification,"Job Classification done using Techniques of NLP and ML.
Dataset used from Kaggle of Indeeed job posting.",natural-language-processing
972,2020-05-25 03:23:16,Next Word Prediction,Using transformers to predict next word and predict <mask> word.,natural-language-processing
974,2020-05-25 03:28:32,PixelLib,Pixellib is a library for performing segmentation of images. ,computer-vision
978,2020-05-25 05:53:46,TensorFlow.js - Gesture Controlled 2048,Gesture Controlled 2048 built with TensorFlow.js,computer-vision
979,2020-05-25 11:04:50,Taxi Demand Prediction NewYorkCity,Predict the number of pickups as accurately as possible for each region in a 10 -min interval.,time-series
979,2020-05-25 11:04:50,Taxi Demand Prediction NewYorkCity,Predict the number of pickups as accurately as possible for each region in a 10 -min interval.,other
980,2020-05-25 14:52:17,Super-BPD for Fast Image Segmentation,"We propose direction-based super-BPD, an alternative to superpixel, for fast generic image segmentation, achieving state-of-the-art real-time result.",computer-vision
986,2020-05-26 03:47:15,Neural Topological SLAM for Visual Navigation,Topological representations for space that effectively leverage semantics and afford approximate geometric reasoning.,computer-vision
987,2020-05-26 13:16:48,Zero To One For NLP,A collection of all resources for learning NLP,natural-language-processing
@ -329,12 +329,12 @@ Dataset used from Kaggle of Indeeed job posting.",natural-language-processing
993,2020-05-27 05:26:33,DETR: End-to-End Object Detection with Transformers,A new method that views object detection as a direct set prediction problem. ,computer-vision
997,2020-05-28 03:20:06,AutoSweep: Recovering 3D Editable Objects from a Single Photo,Fully automatic framework for extracting editable 3D objects directly from a single photograph.,computer-vision
1000,2020-05-28 03:33:52,CMU LTI Low Resource NLP Bootcamp 2020,A low-resource natural language and speech processing bootcamp held by the Carnegie Mellon University Language Technologies Institute in May 2020.,natural-language-processing
1007,2020-05-28 21:30:37,Humour.ai : Language Model that can crack Jokes,"A Language model that can make you laugh. Humour.ai model tries to
1007,2020-05-28 21:30:37,Humour.ai : Language Model that can crack Jokes,"A Language model that can make you laugh. Humour.ai model tries to
complete a sentence in a humourous way given some input words. ",natural-language-processing
1008,2020-05-29 02:28:53,face mask detection ,detects whether a person wearing a mask or not,computer-vision
1009,2020-05-29 02:47:06,Train ALBERT for NLP with TensorFlow on Amazon SageMaker,"To train BERT in 1 hour, we efficiently scaled out to 2,048 NVIDIA V100 GPUs by improving the underlying infrastructure, network, and ML framework. ",natural-language-processing
1010,2020-05-29 02:51:39,GPT-3: Language Models are Few-Shot Learners,"We show that scaling up language models greatly improves task-agnostic, few-shot performance, sometimes even reaching competitiveness with prior SOTA.",natural-language-processing
1013,2020-05-29 03:06:41,Guided Uncertainty-Aware Policy Optimization,Combining learning and model-based strategies for sample-efficient policy learning.,reinforcement-learning
1013,2020-05-29 03:06:41,Guided Uncertainty-Aware Policy Optimization,Combining learning and model-based strategies for sample-efficient policy learning.,other
1018,2020-05-29 08:09:04,GOTURN-PyTorch,"PyTorch implementation of ""Learning to Track at 100 FPS with Deep Regression Networks""",computer-vision
1020,2020-05-29 09:54:04,Applying Modern Best Practices to Autoencoders,This project applies best modern practices found in other areas of image research to autoencoders. Comparing models from other areas of image research.,computer-vision
1021,2020-05-29 10:33:26,Sentiment analysis ,"Sentiment analysis by combining three dataset amazon,yelp, IMDb reviews to train our,model to classify if a comment is negative or positive denoted by 0 and 1.",natural-language-processing
@ -351,7 +351,7 @@ complete a sentence in a humourous way given some input words. ",natural-languag
1059,2020-05-30 10:50:55,Wheat Detection 🌾,This is a project for detecting and creating bounding box of wheat heads 🌾.,computer-vision
1068,2020-05-30 18:20:40,Effects of News Sentiments on Stock Predictions,Project is based on the Natural Language Processing technique called Sentiment Analysis. Stock market and news related to it as the subject of analysis.,natural-language-processing
1069,2020-05-30 20:04:49,NLP News Category,The objective of this repository is to create a NLP bot for when you give the robot the headline of the news and a short description it will return the genre.,natural-language-processing
1070,2020-05-30 20:06:48,AI Debate Master,"Created and deployed a bot made to debate with a human on any
1070,2020-05-30 20:06:48,AI Debate Master,"Created and deployed a bot made to debate with a human on any
given topic. Employed a Doc2Vec model using Gensim library in Python",natural-language-processing
1075,2020-05-31 04:44:27,Zero-Shot Learning for Text Classification,"A visual summary of “Train Once, Test Anywhere” paper for zero-shot text classification",natural-language-processing
1080,2020-05-31 05:23:23,Dash DETR Detection App,A User Interface for DETR built with Dash. 100% Python.,computer-vision
@ -366,21 +366,21 @@ given topic. Employed a Doc2Vec model using Gensim library in Python",natural-la
1110,2020-06-01 16:44:55,Deep learning Architecture: AlexNet,Explaining network architecture for AlexNet,computer-vision
1111,2020-06-01 18:13:26,Movement Pruning: Adaptive Sparsity by Fine-Tuning,"We propose the use of movement pruning, a simple, deterministic first-order weight pruning method that is more adaptive to pretrained model fine-tuning.",natural-language-processing
1112,2020-06-01 18:57:31,Document search engine,NLP based search engine for single page pdf files.,natural-language-processing
1115,2020-06-01 21:07:53,Softbot design with WANNS,"Soft robots are robots built from highly compliant materials, similar to those found in living organisms. This project explored CPPNs and WANNs to design them",reinforcement-learning
1115,2020-06-01 21:07:53,Softbot design with WANNS,"Soft robots are robots built from highly compliant materials, similar to those found in living organisms. This project explored CPPNs and WANNs to design them",other
1121,2020-06-02 05:07:17,Motion2Vec,Semi-Supervised Representation Learning from Surgical Videos,computer-vision
1122,2020-06-02 05:10:18,Machine Learning: Tests and Production,Best practices for testing ML-based systems.,mlops
1130,2020-06-02 11:51:38,Generate True or False questions from any content,"Automatically generate “True or False” questions like the ones you see in school textbooks using OpenAI GPT2, Sentence BERT, and Berkley parser",natural-language-processing
1131,2020-06-02 13:41:32,Sized Fill-in-the-blank or Multi Mask filling with RoBERTa,Sized fill-in-the-blank or conditional text filling is the idea of filling missing words of a sentence with the most probable choice of words.,natural-language-processing
1132,2020-06-02 14:56:10,T5 for Sentiment Span Extraction,Exploring how T5 works and applying it for sentiment span extraction.,natural-language-processing
1133,2020-06-02 14:58:58,Getting Started with Time Series analysis using Pandas,An introductory guide to get started with the Time Series datasets in Python,time-series
1133,2020-06-02 14:58:58,Getting Started with Time Series analysis using Pandas,An introductory guide to get started with the Time Series datasets in Python,other
1135,2020-06-02 15:06:34,Melanoma Detection with Pytorch,"In this video, I show you how you can build a deep learning model to detect melanoma with a very high accuracy.",computer-vision
1139,2020-06-02 19:53:37,"RoBERTa → Longformer: Build a ""Long"" Version of Pretrained Models",This notebook replicates the procedure descriped in the Longformer paper to train a Longformer model starting from the RoBERTa checkpoint. ,natural-language-processing
1145,2020-06-03 01:51:14,Learning Dexterity End-to-End,We trained a human-like robot hand to manipulate physical objects with unprecedented dexterity.,reinforcement-learning
1145,2020-06-03 01:51:14,Learning Dexterity End-to-End,We trained a human-like robot hand to manipulate physical objects with unprecedented dexterity.,other
1148,2020-06-03 02:28:20,A Practical guide to building a conversational chatbot,Building a Chatbot from scratch using Keras and NLTK library for a customer service company,natural-language-processing
1151,2020-06-03 07:25:27,Web Mining and Information theory,"Mining the Web and playing with Natural Language processing. Implementing Information retrieval System tasks. Going towards the NLP and Performing Machine Learning algorithms. Through these codes and problems, I have understood the information retrieval process of any search engine. These are very useful problems towards sentiment analysis.",natural-language-processing
1162,2020-06-03 22:05:30,Deep Q-Network on Space Invaders. ,This is a PyTorch implementation of a Deep Q-Network agent trained to play the Atari 2600 game of Space Invaders.,reinforcement-learning
1162,2020-06-03 22:05:30,Deep Q-Network on Space Invaders. ,This is a PyTorch implementation of a Deep Q-Network agent trained to play the Atari 2600 game of Space Invaders.,other
1165,2020-06-04 03:53:43,YOLOv4,A TensorFlow 2.0 implementation of YOLOv4: Optimal Speed and Accuracy of Object Detection.,computer-vision
1166,2020-06-04 03:55:53,Acme: A Research Framework for Reinforcement Learning,A library of reinforcement learning components and agents.,reinforcement-learning
1166,2020-06-04 03:55:53,Acme: A Research Framework for Reinforcement Learning,A library of reinforcement learning components and agents.,other
1176,2020-06-04 09:10:07,doc2vec Paragraph Embeddings for Text Classification,Text classification model which uses gensim's Doc2Vec for generating paragraph embeddings and scikit-learn Logistic Regression for classification. ,natural-language-processing
1178,2020-06-04 12:19:52,Machine Learning with Fastai,"The fastai library is based on research into deep learning best practices undertaken at fast.ai, and includes support for Vision, Text, tabular and Collab",computer-vision
1180,2020-06-04 14:58:19,The Transformer … “Explained”?,"An intuitive explanation of the Transformer by motivating it through the lens of CNNs, RNNs, etc.",natural-language-processing
@ -400,8 +400,8 @@ given topic. Employed a Doc2Vec model using Gensim library in Python",natural-la
1237,2020-06-08 03:43:45,Keras notifications on Slack!,Get slack notifications of your model's training progress when training with Keras (or tf.keras),computer-vision
1239,2020-06-08 07:05:15,Zero-shot Text Classification With Generative Language Models,An overview of a text generation approach to zero-shot text classification with GPT-2,natural-language-processing
1241,2020-06-08 08:25:01,Funnel-Transformer: Filtering out Sequential Redundancy,Funnel-Transformer is a self-attention model that gradually compresses the sequence of hidden states to a shorter one and hence reduces the computation cost.,natural-language-processing
1243,2020-06-08 08:39:34,Timeseries Anomaly Detection using an Autoencoder,Detect anomalies in a timeseries using an Autoencoder.,time-series
1246,2020-06-08 09:47:02,Fairseq-tagging,"a Fairseq fork for sequence tagging/labeling tasks
1243,2020-06-08 08:39:34,Timeseries Anomaly Detection using an Autoencoder,Detect anomalies in a timeseries using an Autoencoder.,other
1246,2020-06-08 09:47:02,Fairseq-tagging,"a Fairseq fork for sequence tagging/labeling tasks
",natural-language-processing
1249,2020-06-08 16:59:01,Know-Corona : Kaggle COVID-19 Open Research Dataset Challenge (CO,"NLP/state-of-the-art language model (BERT) based Question & Answering pipeline to answer all task questions after analyzing articles abstract of COVID-19, SARS-",natural-language-processing
1251,2020-06-08 18:38:49,Automatic Asset Classification,This project aims to automate the task of labelling images of flood defence assets as well as clustering images to find possibly better groupings.,computer-vision
@ -412,7 +412,7 @@ given topic. Employed a Doc2Vec model using Gensim library in Python",natural-la
1260,2020-06-09 02:14:59,Advanced Deep Learning for Computer Vision (ADL4CV),"The Visual Computing Group offers a variety of lectures and seminars on a regular basis, covering hot areas in computer graphics, vision, and machine learning.",computer-vision
1272,2020-06-10 05:13:41,Linformer: Self-Attention with Linear Complexity,We demonstrate that the self-attention mechanism can be approximated by a low-rank matrix.,natural-language-processing
1274,2020-06-10 05:21:00,Getting Machine Learning to Production,"Machine learning is hard and there are a lot, a lot of moving pieces.",mlops
1275,2020-06-10 05:24:07,Exploration Strategies in Deep Reinforcement Learning,Exploitation versus exploration is a critical topic in reinforcement learning. This post introduces several common approaches for better exploration in Deep RL.,reinforcement-learning
1275,2020-06-10 05:24:07,Exploration Strategies in Deep Reinforcement Learning,Exploitation versus exploration is a critical topic in reinforcement learning. This post introduces several common approaches for better exploration in Deep RL.,other
1278,2020-06-10 12:50:41,Automatically Generate Multiple Choice Questions (MCQs) ,"Automatically Generate Multiple Choice Questions (MCQs) from any content with BERT Summarizer, Wordnet, and Conceptnet",natural-language-processing
1287,2020-06-10 18:27:24,BERT Loses Patience: Fast and Robust Inference with Early Exit,"Patience-based Early Exit, a inference method that can be used as a plug-and-play technique to simultaneously improve the efficiency of a pretrained LM.",natural-language-processing
1298,2020-06-11 04:18:27,PEGASUS: a SOTA model for Abstractive Text Summarization,A State-of-the-Art Model for Abstractive Text Summarization.,natural-language-processing
@ -422,17 +422,17 @@ given topic. Employed a Doc2Vec model using Gensim library in Python",natural-la
1312,2020-06-11 20:37:47,OpenAI API,API for accessing new AI models developed by OpenAI.,natural-language-processing
1320,2020-06-12 04:17:08,Implementation of a Contextual Chatbot in PyTorch,Simple chatbot implementation with PyTorch.,natural-language-processing
1325,2020-06-12 11:06:34,Author Identification using Doc2Vec,Web app of an author identification model trained on PAN 2012 dataset and Kaggle's Spooky Authorship Dataset,natural-language-processing
1329,2020-06-12 12:44:18,Training game agents with supervised learning,This is a continuing research project trying find ways to learn complex tasks such as games without using Reinforcement Learning.,reinforcement-learning
1371,2020-06-13 17:16:07,Baymax - ChatBot,"Baymax Chatbot is a part of my summer training program @AdHoc Networks, Jaipur.
1329,2020-06-12 12:44:18,Training game agents with supervised learning,This is a continuing research project trying find ways to learn complex tasks such as games without using Reinforcement Learning.,other
1371,2020-06-13 17:16:07,Baymax - ChatBot,"Baymax Chatbot is a part of my summer training program @AdHoc Networks, Jaipur.
A chatbot that allows user to signup and login to maintain their record. When c",natural-language-processing
1372,2020-06-13 17:21:43,How to Evaluate Longformer on TriviaQA using NLP,We will evaluate a pretrained LongformerForQuestionAnswering model on the validation dataset of TriviaQA.,natural-language-processing
1374,2020-06-13 17:28:13,Extracting Structured Data from Templatic Documents,"Automatically extract data from structured documents—invoices, receipts, etc.—with the potential to streamline many business workflows.",computer-vision
1392,2020-06-13 20:58:33,StackOver Flow Data Analysis,"Analysing certain aspects of the stack overflow data and creating ""Tag Predictor"" which predicts tag based on the post posted. ",natural-language-processing
1398,2020-06-14 05:51:06,Super-resolution Variational Auto-Encoders,VAE with RealNVP prior and Super-Resolution VAE in PyTorch.,computer-vision
1399,2020-06-14 05:57:16,Video object grounding,Video object grounding using semantic roles in language description. ,computer-vision
1418,2020-06-14 17:43:34,Short Notes on Behavior Regularized Offline RL,Blog Article on Behavior Regularized Offline Reinforcement Learning by Yifan Wu et al. (2019),reinforcement-learning
1423,2020-06-14 22:10:57,Entity Embedding with LSTM for Time-Series,"Demonstration of using LSTM for forecasting with structured time-series data, containing categorical and numerical features.",time-series
1418,2020-06-14 17:43:34,Short Notes on Behavior Regularized Offline RL,Blog Article on Behavior Regularized Offline Reinforcement Learning by Yifan Wu et al. (2019),other
1423,2020-06-14 22:10:57,Entity Embedding with LSTM for Time-Series,"Demonstration of using LSTM for forecasting with structured time-series data, containing categorical and numerical features.",other
1424,2020-06-15 02:27:55,Why We Switched from Flask to FastAPI for Production ML,The most popular tool isn’t always the best.,mlops
1425,2020-06-15 02:31:48,Building a Captcha OCR in TF2.0,A Kaggle notebook showcasing the use of an Endpoint layer for CTC loss function used for building a Captcha Reader in TensorFlow.,computer-vision
1427,2020-06-15 02:40:48,101 Ways to Solve Search - Dair AI ft. Pratik Bhavsar,A comprehensive overview of explaining how NLP is used for search.,natural-language-processing
@ -443,13 +443,13 @@ A chatbot that allows user to signup and login to maintain their record. When c"
1458,2020-06-16 02:51:13,PIFuHD: High-Resolution 3D Human Digitization ,"This repository contains a pytorch implementation of ""Multi-Level Pixel-Aligned Implicit Function for High-Resolution 3D Human Digitization"".",computer-vision
1460,2020-06-16 03:21:07,Instance Shadow Detection,Instance shadow detection aims to find shadow instances paired with object instances.,computer-vision
1461,2020-06-16 03:24:02,Detectron2,FAIR's next-generation platform for object detection and segmentation.,computer-vision
1473,2020-06-16 22:37:58,tslearn,A machine learning toolkit dedicated to time-series data.,time-series
1473,2020-06-16 22:37:58,tslearn,A machine learning toolkit dedicated to time-series data.,other
1475,2020-06-16 22:45:15,PyTorch3D,FAIR's library of reusable components for deep learning with 3D data.,computer-vision
1476,2020-06-16 22:48:45,Course Review - Causal Inference,Types of understanding that causal inference researchers value.,reinforcement-learning
1476,2020-06-16 22:48:45,Course Review - Causal Inference,Types of understanding that causal inference researchers value.,other
1478,2020-06-16 22:56:31,Unsupervised Learning of Probably Symmetric Deformable 3D Objects,"A method to learn 3D deformable object categories from raw single-view images, without external supervision.",computer-vision
1480,2020-06-16 23:06:13,A Guide to Natural Language Processing With AllenNLP,basics of using AllenNLP,natural-language-processing
1482,2020-06-17 12:12:03,Real Time Object Detection using CNN YOLO,"This project is done on real time object detection using a deep learning object detection algorithm i.e., YOLO.",computer-vision
1483,2020-06-17 14:38:33,Short Notes on Model-Based Offline Reinforcement Learning (MOReL),Blog article on Model-Based Offline Reinforcement Learning (MOReL) paper by Rahul Kidambi & Aravind Rajeswaran et al.,reinforcement-learning
1483,2020-06-17 14:38:33,Short Notes on Model-Based Offline Reinforcement Learning (MOReL),Blog article on Model-Based Offline Reinforcement Learning (MOReL) paper by Rahul Kidambi & Aravind Rajeswaran et al.,other
1491,2020-06-18 00:04:34,Image GPT: Generative Pretraining from Pixels, Transformers trained on pixel sequences can generate coherent image completions and samples.,computer-vision
1492,2020-06-18 00:06:53,Q*BERT,Agents that build knowledge graphs and explore textual worlds by asking questions.,natural-language-processing
1499,2020-06-18 13:41:39,History of Language Models - Alec Radford,A quick history of language models,natural-language-processing
@ -460,12 +460,12 @@ A chatbot that allows user to signup and login to maintain their record. When c"
1519,2020-06-20 05:40:46,Image and Bounding Box Annotation Slicer,This easy-to-use library slices (also resizes) images and its bounding box annotations into tiles of specific sizes or any arbitrary number of equal parts. ✂️,computer-vision
1525,2020-06-20 16:21:38,Huggingtweets,This is a streamlit app built around the huggingtweets project. I fine-tune a pre-trained gpt2 model to tweet like a user given twitter handle. ,natural-language-processing
1528,2020-06-20 22:06:48,The Future of Computer Vision is Self-Supervised Learning,Talk by Yann Lecun on the applications of self-supervised learning on computer vision during CVPR 2020.,computer-vision
1529,2020-06-20 22:11:14,Using Selective Attention in Reinforcement Learning Agents,"In this work, we establish that self-attention can be viewed as a form of indirect encoding, which enables us to construct highly parameter-efficient agents.",reinforcement-learning
1529,2020-06-20 22:11:14,Using Selective Attention in Reinforcement Learning Agents,"In this work, we establish that self-attention can be viewed as a form of indirect encoding, which enables us to construct highly parameter-efficient agents.",other
1539,2020-06-21 12:45:42,A Visual Guide to FastText Word Embeddings,A deep-dive into how FastText enriches word vectors with sub-word information ,natural-language-processing
1542,2020-06-21 20:46:12,Autocoder - Finetuning GPT-2 for Auto Code Completion,"A basic and simple tool for code auto completion, built upon GPT-2",natural-language-processing
1546,2020-06-22 00:46:32,DeepSNAP,Python library assists deep learning on graphs.,graph-learning
1546,2020-06-22 00:46:32,DeepSNAP,Python library assists deep learning on graphs.,other
1547,2020-06-22 00:50:30,RoBERTa meets TPUs,Understanding and applying the RoBERTa model to the current challenge.,natural-language-processing
1549,2020-06-22 01:00:45,Deep Model-Based RL for Real-World Robotic Control,Short talk about model-based RL by Sergey Levine.,reinforcement-learning
1549,2020-06-22 01:00:45,Deep Model-Based RL for Real-World Robotic Control,Short talk about model-based RL by Sergey Levine.,other
1551,2020-06-22 03:17:48,Pokemon Classifier,I want to build a classifier that can classify 150 types of Pokemon.,computer-vision
1552,2020-06-22 03:45:01,Workshop on Scalability in Autonomous Driving - Andrej Karpathy,An overview of autonomous driving and computer vision at Tesla.,computer-vision
1560,2020-06-22 15:56:00,Battle-Tested Techniques for Scoping Machine Learning Projects,One of the challenges of managing an ML project is project scoping. Even small changes in data or architecture can create huge differences in model outputs.,mlops
@ -475,58 +475,58 @@ A chatbot that allows user to signup and login to maintain their record. When c"
1575,2020-06-23 02:30:20,Deep Learning for Computer Vision ,Special topics class on deep learning for computer vision from the University of Michigan taught by Justin Johnson.,computer-vision
1576,2020-06-23 02:37:15,VPSNet for Video Panoptic Segmentation,Video panoptic segmentation by generating consistent panoptic segmentation as well as an association of instance ids across video frames.,computer-vision
1580,2020-06-24 03:00:16,What I Learned From Looking at 200 Machine Learning Tools,"To better understand the landscape of available tools for machine learning production, I decided to look up every AI/ML tool I could find.",mlops
1581,2020-06-24 03:04:31,Discovering Symbolic Models from Deep Learning w/ Inductive Bias,A general approach to distill symbolic representations of a learned deep model by introducing strong inductive biases.,graph-learning
1581,2020-06-24 03:04:31,Discovering Symbolic Models from Deep Learning w/ Inductive Bias,A general approach to distill symbolic representations of a learned deep model by introducing strong inductive biases.,other
1585,2020-06-24 03:18:20,Breaking the cycle—Colleagues are all you need,A novel approach to performing image-to-image translation between unpaired domains.,computer-vision
1587,2020-06-24 03:25:25,Deep Learning Based Text Classification: A Comprehensive Review,An overview of deep learning approaches to text classification.,natural-language-processing
1589,2020-06-24 03:33:09,jiant,A software toolkit for research on general-purpose text understanding models.,natural-language-processing
1592,2020-06-24 04:27:58,Text Classification,"Re-implemented an article (link is given below) which was on Text classification with CNN, beside this I tried out some ML classification algorithm.",natural-language-processing
1595,2020-06-24 15:42:20,multi-task-NLP,A utility toolkit enabling NLP developers to easily train and infer a single model for multiple tasks.,natural-language-processing
1597,2020-06-25 00:17:39,Maximizing Business Impact with Machine Learning,how to effectively leverage machine learning to build intelligent products as efficiently as possible.,mlops
1598,2020-06-25 00:29:18,Automatic Data Augmentation for Generalization in Deep RL,We compare three approaches for automatically finding an appropriate augmentation combined with two novel regularization terms for the policy and value function,reinforcement-learning
1598,2020-06-25 00:29:18,Automatic Data Augmentation for Generalization in Deep RL,We compare three approaches for automatically finding an appropriate augmentation combined with two novel regularization terms for the policy and value function,other
1599,2020-06-25 00:42:36,High-Fidelity Generative Image Compression,How to combine Generative Adversarial Networks and learned compression to obtain a state-of-the-art generative lossy compression system.,computer-vision
1602,2020-06-25 04:03:38,Unet Model for Image Segmentation With EfficientNet Encoder,Implemented using tensorflow 2.2.0 with custom train and test step.,computer-vision
1603,2020-06-25 10:40:56,A Million of ML Predictions at the Tip of Your Fingers,Announcement - SashiDo is breaking the barrier to Machine Learning by introducing a fully open-sourced Content Moderation Service.,computer-vision
1605,2020-06-26 02:19:39,NetHack Learning Environment (NLE),A procedurally-generated grid-world dungeon-crawl game that strikes a great balance between complexity and speed for single-agent RL research.,reinforcement-learning
1605,2020-06-26 02:19:39,NetHack Learning Environment (NLE),A procedurally-generated grid-world dungeon-crawl game that strikes a great balance between complexity and speed for single-agent RL research.,other
1606,2020-06-26 02:24:53,Paraphrase Generation Using T5 model,Simple application using T5 base model fine tuned in Quora Question Pairs to generate paraphrased questions.,natural-language-processing
1607,2020-06-26 02:28:15,Message Passing Query Embedding,"MPQE is a model for answering complex queries over knowledge graphs, that learns embeddings of entities in the knowledge graph, & embeddings for variable types.",graph-learning
1607,2020-06-26 02:28:15,Message Passing Query Embedding,"MPQE is a model for answering complex queries over knowledge graphs, that learns embeddings of entities in the knowledge graph, & embeddings for variable types.",other
1608,2020-06-26 02:31:17,Quantifying Attention Flow in Transformers,"I explain two simple but effective methods, called Attention Rollout and Attention Flow",natural-language-processing
1614,2020-06-27 04:15:51,Natural Language Processing Roadmap,Roadmap for learning NLP topics.,natural-language-processing
1615,2020-06-27 04:29:04,Weight Poisoning Attacks on Pre-trained Models,"How Bert can be infused with nefarious behavior, even after fine-tuning.",natural-language-processing
1616,2020-06-27 04:37:16,Leveraging Temporal Context for Object Detection,"Object detection architecture leveraging contextual clues across time for each camera deployment in a network, improving recognition of objects",computer-vision
1617,2020-06-27 04:42:47,Expressive Power of Graph Neural Networks,"Graph isomorphism problem, the Weisfeiler-Lehman heuristic for graph isomorphism testing, and how it can be used to analyse the expressive power of GNNs.",graph-learning
1620,2020-06-27 10:27:43,rlx: A modular Deep RL library for research,"""rlx"" is a Deep RL library written on top of PyTorch & built for educational and research purpose.",reinforcement-learning
1622,2020-06-27 14:18:13,Building AI Trading Systems,Lessons learned building a profitable algorithmic trading system using Reinforcement Learning techniques.,reinforcement-learning
1617,2020-06-27 04:42:47,Expressive Power of Graph Neural Networks,"Graph isomorphism problem, the Weisfeiler-Lehman heuristic for graph isomorphism testing, and how it can be used to analyse the expressive power of GNNs.",other
1620,2020-06-27 10:27:43,rlx: A modular Deep RL library for research,"""rlx"" is a Deep RL library written on top of PyTorch & built for educational and research purpose.",other
1622,2020-06-27 14:18:13,Building AI Trading Systems,Lessons learned building a profitable algorithmic trading system using Reinforcement Learning techniques.,other
1623,2020-06-27 14:20:49,Introduction to NLP using Fastai,Implementing and decoding the revolutionary ULMFiT approach to train a language model on any downstream NLP task.,natural-language-processing
1629,2020-06-28 07:37:00,TF Lite Semantic Segmentation Models,Faster and lighter TF Lite models can perform semantic segmentation. ,computer-vision
1630,2020-06-28 07:40:40,Semantic Segmentation + Background Removal + Style Transfer,"Running multiple TF Lite models to perform semantic segmentation, remove background, and apply style transfer. ",computer-vision
1636,2020-06-29 00:00:47,Automatic translation of the SQUAD dataset to spanish,"Machine translation is used on the SQuAD dataset to produce an equivalent dataset in Spanish. Word alignment is applied to produce a synthetic spanisQA corpus.
1636,2020-06-29 00:00:47,Automatic translation of the SQUAD dataset to spanish,"Machine translation is used on the SQuAD dataset to produce an equivalent dataset in Spanish. Word alignment is applied to produce a synthetic spanisQA corpus.
",natural-language-processing
1638,2020-06-29 02:56:43,Dakshina Dataset,A collection of text in both Latin and native scripts for 12 South Asian languages.,natural-language-processing
1639,2020-06-29 02:58:52,Computer Vision Recipes,This repository provides examples and best practice guidelines for building computer vision systems.,computer-vision
1644,2020-06-29 12:42:44,A research guide for data scientists,Tips on research from top data scientists,natural-language-processing
1645,2020-06-29 17:16:17,Using Data Science Pipelines for Disaster Response,Uses ETL and ML pipeline to build an NLP system for classification of messages into appropriate disaster categories,natural-language-processing
1646,2020-06-29 19:47:58,Twitter Turing Test,Can you guess whether this tweet is written by a human or generated by a neural network?,natural-language-processing
1648,2020-06-30 02:34:54,STUMPY: A Powerful and Scalable Python Library for Time Series,"STUMPY is a powerful and scalable Python library for computing a Matrix Profile, which can be used for a variety of time series data mining tasks.",time-series
1648,2020-06-30 02:34:54,STUMPY: A Powerful and Scalable Python Library for Time Series,"STUMPY is a powerful and scalable Python library for computing a Matrix Profile, which can be used for a variety of time series data mining tasks.",other
1649,2020-06-30 02:39:32,Model Serving using FastAPI and streamlit,Simple example of usage of streamlit and FastAPI for ML model serving.,computer-vision
1650,2020-06-30 02:49:57,The Reformer - Pushing the Limits of Language Modeling,An in-depth understanding of each of the key features of the Reformer.,natural-language-processing
1651,2020-06-30 02:52:41,High-Resolution Image Inpainting,"High-Resolution Image Inpainting with Iterative Confidence Feedback and Guided Upsampling.
1651,2020-06-30 02:52:41,High-Resolution Image Inpainting,"High-Resolution Image Inpainting with Iterative Confidence Feedback and Guided Upsampling.
",computer-vision
1653,2020-06-30 03:01:50,MARGE: Pre-training via Paraphrasing,"A retrieval model maps a document to a set of related documents, which a reconstruction model paraphrases to maximize the likelihood of the original. ",natural-language-processing
1657,2020-06-30 18:00:11,Fast Api with Dockerization of your ML Models,In this GitHub repo you can able to know and learn how to build a fast API for testing your ML model and can test your ML model with UI and to Dockerize your ML,mlops
1658,2020-07-01 02:22:10,SimCLR - Contrastive Learning of Visual Representations,How to load pretrained/finetuned SimCLR models from hub modules for fine-tuning.,computer-vision
1662,2020-07-01 07:00:50,Image synthesis at CVPR 2020,An overview of the different approaches to image synthesis at CVPR 2020.,computer-vision
1663,2020-07-01 07:08:45,Sktime,A python toolbox for machine learning with time series.,time-series
1663,2020-07-01 07:08:45,Sktime,A python toolbox for machine learning with time series.,other
1664,2020-07-01 07:14:00,"Sentiment Analysis: Key Milestones, Challenges and New Directions","An overview of sentiment analysis, it's progress and what's ahead.",natural-language-processing
1666,2020-07-01 07:20:52,Serverless BERT with HuggingFace and AWS Lambda,"Build a serverless question-answering API with BERT, HuggingFace, the Serverless Framework, and AWS Lambda.",natural-language-processing
1668,2020-07-01 13:33:49,Model-based Reinforcement Learning: A Survey,"A survey of the integration of both fields, better known as model-based reinforcement learning.",reinforcement-learning
1668,2020-07-01 13:33:49,Model-based Reinforcement Learning: A Survey,"A survey of the integration of both fields, better known as model-based reinforcement learning.",other
1677,2020-07-02 04:06:19,Building Level 3 Conversational AI Assistants,"Presentations, panels, and fireside chats addressing all topics related to the creation of Level 3 AI assistants.",natural-language-processing
1678,2020-07-02 12:13:19,NSFW Image Classification REST API built with TensorFlow.JS,A ready-to-use & open-source NSFW Image Classification REST API built with TensorFlow.JS and NSFW.JS for effortless Content Moderation,computer-vision
1688,2020-07-03 04:23:58,Python Implementation of Reinforcement Learning: An Introduction ,"Plot replications, exercise solutions and Anki flashcards for the entire book by chapters.",reinforcement-learning
1688,2020-07-03 04:23:58,Python Implementation of Reinforcement Learning: An Introduction ,"Plot replications, exercise solutions and Anki flashcards for the entire book by chapters.",other
1691,2020-07-03 04:40:05,The Simplest Way to Serve your NLP Model in Production w/ Python ,"From scikit-learn to Hugging Face Pipelines, learn the simplest way to deploy ML models using Ray Serve.",mlops
1698,2020-07-04 01:07:48,Learning to Cartoonize Using White-box Cartoon Representations,An approach for image cartoonization using GANs.,computer-vision
1699,2020-07-04 01:10:18,Reinforcement Learning Tutorial,"Important reinforcement learning (RL) algorithms, including policy iteration, Q-Learning, and Neural Fitted Q.",reinforcement-learning
1699,2020-07-04 01:10:18,Reinforcement Learning Tutorial,"Important reinforcement learning (RL) algorithms, including policy iteration, Q-Learning, and Neural Fitted Q.",other
1702,2020-07-04 04:51:18,Face Recognition Techniques,Face Detection and Recognition techniques using traditional CV and also using new deep learning method.,computer-vision
1704,2020-07-04 10:42:53,LSTM Forecast Model for Stock Price Prediction using Keras," Easy to understand LSTM forecast model for Stock Price Prediction. The dataset contains daywise details of the GOOGL stock from May,2019-May 2018.",time-series
1704,2020-07-04 10:42:53,LSTM Forecast Model for Stock Price Prediction using Keras," Easy to understand LSTM forecast model for Stock Price Prediction. The dataset contains daywise details of the GOOGL stock from May,2019-May 2018.",other
1706,2020-07-04 11:05:28,PokeZoo,A deep learning based web-app developed using the MERN stack and Tensorflow.js. ,computer-vision
1710,2020-07-05 05:47:35,NLP-task-visualizer-app,This application designed with streamlit library will help in visualizing NLP tasks on text entered by you. ,natural-language-processing
1721,2020-07-07 04:21:20,TensorflowTTS,Real-Time State-of-the-art Speech Synthesis for Tensorflow 2.,natural-language-processing
@ -537,42 +537,42 @@ A chatbot that allows user to signup and login to maintain their record. When c"
1728,2020-07-08 04:24:07,Bounding Box Prediction from Scratch using PyTorch,Multi-Task learning — Bounding Box Regression + Image Classification,computer-vision
1729,2020-07-08 04:28:13,Comment Classification Using BERT (multi-language) Fine-Tuning,We are going to use BERT layer in a model applying Keras.,natural-language-processing
1730,2020-07-08 04:30:28,TextBrewer,a PyTorch-based model distillation toolkit for natural language processing.,natural-language-processing
1737,2020-07-08 18:22:40,codeBERT - Automated code docstring review with transformers,"codeBERT provide a one command line to check if your code docstrings are up-to-date.
1737,2020-07-08 18:22:40,codeBERT - Automated code docstring review with transformers,"codeBERT provide a one command line to check if your code docstrings are up-to-date.
",natural-language-processing
1748,2020-07-09 02:23:25,Continuous Machine Learning (CML),CML helps to organize MLOps infrastructure on top of the traditional software engineering stack instead of creating separate AI platforms.,mlops
1750,2020-07-09 10:30:30,picTranslate: Seamless live Image Text translator,"Given an image with text on it, this app can give you a new image with text modified into a different language.",computer-vision
1753,2020-07-10 02:44:11,TUDatasets,A collection of benchmark datasets for graph classification and regression.,graph-learning
1753,2020-07-10 02:44:11,TUDatasets,A collection of benchmark datasets for graph classification and regression.,other
1754,2020-07-10 02:46:07,Full Stack Deep Learning,Full Stack Deep Learning helps you bridge the gap from training machine learning models to deploying AI systems in the real world.,mlops
1755,2020-07-10 02:51:24,Easy OCR,"Ready-to-use OCR with 40+ languages supported including Chinese, Japanese, Korean and Thai.
1755,2020-07-10 02:51:24,Easy OCR,"Ready-to-use OCR with 40+ languages supported including Chinese, Japanese, Korean and Thai.
",computer-vision
1759,2020-07-10 18:54:54,Emotion Recognition from Tom and Jerry videos,"Developed an application that classifies the emotion depicted by Tom and Jerry in each frame into one of the following : happy, angry, sad or suprised.",computer-vision
1767,2020-07-11 05:05:31,Imagenette,Imagenette is a subset of 10 easily classified classes from Imagenet.,computer-vision
1768,2020-07-11 05:08:02,TextAugment,Improving Short Text Classification through Global Augmentation Methods,natural-language-processing
1769,2020-07-11 05:10:10,niacin,"A Python library for replacing the missing variation in your text data.
1769,2020-07-11 05:10:10,niacin,"A Python library for replacing the missing variation in your text data.
",natural-language-processing
1771,2020-07-11 05:16:17,Albumentations,Fast image augmentation library and easy to use wrapper around other libraries.,computer-vision
1772,2020-07-11 05:19:05,Augmentor,Image augmentation library in Python for machine learning.,computer-vision
1777,2020-07-11 05:37:12,tsfresh,Automatic extraction of relevant features from time series.,time-series
1792,2020-07-11 06:28:58,Anomaly Detection Toolkit (ADTK),"A Python toolkit for rule-based/unsupervised anomaly detection in time series
",time-series
1777,2020-07-11 05:37:12,tsfresh,Automatic extraction of relevant features from time series.,other
1792,2020-07-11 06:28:58,Anomaly Detection Toolkit (ADTK),"A Python toolkit for rule-based/unsupervised anomaly detection in time series
",other
1795,2020-07-11 06:37:35,Chakin ,Simple downloader for pre-trained word vectors.,natural-language-processing
1796,2020-07-11 06:39:39,Top2Vec,"Top2Vec learns jointly embedded topic, document and word vectors.
1796,2020-07-11 06:39:39,Top2Vec,"Top2Vec learns jointly embedded topic, document and word vectors.
",natural-language-processing
1797,2020-07-11 06:42:29,Contextualized Topic Models,A python package to run contextualized topic modeling.,natural-language-processing
1800,2020-07-11 06:51:58,jellyfish,🎐 a python library for doing approximate and phonetic matching of strings.,natural-language-processing
1802,2020-07-11 06:57:28,SentencePiece,"Unsupervised text tokenizer for Neural Network-based text generation.
1802,2020-07-11 06:57:28,SentencePiece,"Unsupervised text tokenizer for Neural Network-based text generation.
",natural-language-processing
1803,2020-07-11 06:59:08,A Deep Dive into the Wonderful World of Preprocessing in NLP,A glimpse into the surprisingly deep and interesting world of preprocessing in NLP.,natural-language-processing
1813,2020-07-11 07:45:01,Pytest,"The pytest framework makes it easy to write small tests, yet scales to support complex functional testing
1813,2020-07-11 07:45:01,Pytest,"The pytest framework makes it easy to write small tests, yet scales to support complex functional testing
",mlops
1817,2020-07-11 07:55:23,Artifacts - Weights & Biases,"Effortless pipeline tracking and production model management
1817,2020-07-11 07:55:23,Artifacts - Weights & Biases,"Effortless pipeline tracking and production model management
",mlops
1818,2020-07-11 08:07:35,DeepkitAI,The Open-Source Machine Learning Devtool and Training Suite.,mlops
1819,2020-07-11 08:14:03,Neptune.ai,The most lightweight experiment management tool that fits any workflow.,mlops
@ -594,7 +594,7 @@ A chatbot that allows user to signup and login to maintain their record. When c"
1865,2020-07-14 22:55:08,PDFTableExtract,Build a parser to extract the table in PDF document with RetinaNet,computer-vision
1867,2020-07-14 23:03:02,YOLOv4 With TensorFlow,"YOLOv4, YOLOv4-tiny, YOLOv3, YOLOv3-tiny Implemented in Tensorflow 2.0, Android. Convert YOLO v4 .weights tensorflow, tensorrt and tflite.",computer-vision
1868,2020-07-15 03:52:31,Selfie2Anime with TFLite,An end-to-end tutorial with TensorFlow Lite for Selfie2Anime (U-GAT-IT). ,computer-vision
1869,2020-07-15 20:31:37,Bridging PyTorch and TVM,"Taking Hugging Face transformer BERT from PyTorch and running it on
1869,2020-07-15 20:31:37,Bridging PyTorch and TVM,"Taking Hugging Face transformer BERT from PyTorch and running it on
ApacheTVM for both inference (with reasonable timings) and training.",natural-language-processing
1871,2020-07-16 03:58:21,Summarize a webapge,A Flask application that extracts and summarizes webpage using Natural Language Processing. Powered by nlp-akash.,natural-language-processing
1872,2020-07-16 04:19:37,An Icon Classifier with TensorFlow Lite Model Maker,An Icon Classifier with TensorFlow Lite Model Maker,computer-vision
@ -604,10 +604,10 @@ ApacheTVM for both inference (with reasonable timings) and training.",natural-la
1884,2020-07-17 01:41:33,Deploying your ML Model with TorchServe,"In this talk, Brad Heintz walks through how to use TorchServe to deploy trained models at scale without writing custom code. ",mlops
1886,2020-07-17 08:27:56,Medical Zoo - 3D Multi-modal Medical Image Segmentation,My articles on deep learning in medical imaging,computer-vision
1889,2020-07-17 17:20:20,NLP Pretrained Models,"A collection of Natural language processing pre-trained models.
1889,2020-07-17 17:20:20,NLP Pretrained Models,"A collection of Natural language processing pre-trained models.
",natural-language-processing
1896,2020-07-19 00:40:37,Machine Learning Production Pipeline,"Project Flow and Landscape
1896,2020-07-19 00:40:37,Machine Learning Production Pipeline,"Project Flow and Landscape
",mlops
1898,2020-07-19 00:47:53,Tempering Expectations for GPT-3 and OpenAI’s API,"A closer look at the ""magic"" behind GPT-3 and caveats to be aware of.",natural-language-processing
1899,2020-07-19 03:59:41,StyleGAN Encoder,Encodes real images into the latent space of a StyleGAN model.,computer-vision
@ -622,7 +622,7 @@ ApacheTVM for both inference (with reasonable timings) and training.",natural-la
1918,2020-07-20 05:48:38,Spacy-Go,spacy-go is Golang interface for accessing linguistic annotations provided by spaCy using Google's gRPC. This module only supports basic functionalities like lo,natural-language-processing
1919,2020-07-20 05:53:12,Dframcy,DframCy is a light-weight utility module to integrate Pandas Dataframe to spaCy's linguistic annotation and training tasks.,natural-language-processing
1921,2020-07-20 14:04:48,NSFW Image Moderation Admin App with ReactJS,"A fully-functional NSFW Admin Application for simplified image classification & moderation built with Node.js, TensorFlow.js, and React",computer-vision
1924,2020-07-20 20:34:47,Why is it Important to Monitor Machine Learning Models?,The importance of monitoring and how monitoring ML is different from application performance management (APM).,mlops
1925,2020-07-20 20:54:00,PyTorch Implementation of PaletteNet,"PyTorch implementation of PaletteNet: Image Recolorization with Given Color Palette (Cho et al., 2017).",computer-vision
1927,2020-07-20 21:21:12,ECG arrhythmia classification using a convolutional neural net,This is an implementation of the paper on ECG arrhythmia classification https://arxiv.org/pdf/1804.06812.pdf.,computer-vision
@ -631,7 +631,7 @@ ApacheTVM for both inference (with reasonable timings) and training.",natural-la
1938,2020-07-21 11:50:53,Rasa NLU Examples,Experimental components for Rasa NLU pipelines. ,natural-language-processing
1940,2020-07-21 19:01:54,Change Detection using Siamese networks,"The blog is a primer on Siamese Networks and how they're used for observing change in satellite images over time, or observing facial changes as people age",computer-vision
1941,2020-07-21 19:13:05,My Artificial Intelligence Bookmarks,"A curated list of my reads, implementations, and core concepts of Artificial Intelligence, Deep Learning, Machine Learning by best folk in the world.",natural-language-processing
1943,2020-07-22 03:32:30,Do we Need Deep Graph Neural Networks?,Does depth in graph neural network architectures bring any advantage?,graph-learning
1943,2020-07-22 03:32:30,Do we Need Deep Graph Neural Networks?,Does depth in graph neural network architectures bring any advantage?,other
1945,2020-07-22 03:39:13,Pandera,A flexible and expressive pandas data validation library.,mlops
1952,2020-07-24 06:28:15,TensorFlow Serving,"A flexible, high-performance serving system for machine learning models, designed for production environments. ",mlops
1953,2020-07-24 06:30:44,BentoML,BentoML is an open-source framework for high-performance ML model serving.,mlops
@ -645,16 +645,16 @@ ApacheTVM for both inference (with reasonable timings) and training.",natural-la
1980,2020-07-27 14:51:03,Understanding & Implementing SimCLR - an ELI5 guide,"I explain the SimCLR and its contrastive loss function step by step, build image embeddings and then show how to use them to train image classifier on top.",computer-vision
1983,2020-07-28 04:14:12,CoreML Model Zoo,Collection of unified and converted pre-trained models.,computer-vision
1984,2020-07-28 04:18:00,How GPT3 Works - Visualizations and Animations,A compilation of my threads explaining GPT3. ,natural-language-processing
1985,2020-07-28 04:19:58,Temporal Graph Networks,"In this post, we describe Temporal Graph Network, a generic framework for deep learning on dynamic graphs.",graph-learning
1985,2020-07-28 04:19:58,Temporal Graph Networks,"In this post, we describe Temporal Graph Network, a generic framework for deep learning on dynamic graphs.",other
1986,2020-07-28 07:44:13,Behavioral Testing of NLP models with CheckList,An overview of the “CheckList” framework for fine-grained evaluation of NLP models,natural-language-processing
1992,2020-07-29 03:41:04,Time series forecasting,A thorough introduction to time series forecasting using TensorFlow.,time-series
1992,2020-07-29 03:41:04,Time series forecasting,A thorough introduction to time series forecasting using TensorFlow.,other
1993,2020-07-29 04:47:55,Real-time text detection with EAST in TFLite,Demonstrates the conversion process from the original EAST model to TFLite and how to use it on static images and also on real-time video feeds. ,computer-vision
1994,2020-07-29 04:51:30,Understanding the Effectivity of Ensembles in Deep Learning,"The report explores the ideas presented in Deep Ensembles: A Loss Landscape Perspective by Stanislav Fort, Huiyi Hu, and Balaji Lakshminarayanan.",computer-vision
1999,2020-07-30 03:57:32,Small differences in BLEU are meaningless,Only big differences in metric scores are meaningful in MT.,natural-language-processing
2002,2020-07-30 04:08:46,Multi-target in Albumentations,"Many images, many masks, bounding boxes, and key points. How to transform them in sync?",computer-vision
2005,2020-07-30 11:19:02,Social Distance Detection,"If people are very close to each other, a red bounding box is displayed around them indicating that they are not maintaining social distance.",computer-vision
2006,2020-07-30 11:30:56,Deep Learning Techniques for NLP in Healthcare,A talk discussing the recent advancements of deep learning to facilitate the adaption of NLP in the healthcare domain.,natural-language-processing
2008,2020-07-30 14:50:30,Extension to block NSFW content using AI,"NSFW Filter is an extension that blocks NSFW content from your browser.
2008,2020-07-30 14:50:30,Extension to block NSFW content using AI,"NSFW Filter is an extension that blocks NSFW content from your browser.
It uses a computer vision model to detect NSFW content and hides it from the user.",computer-vision
2009,2020-07-30 14:55:57,ATLASS: AutoML using Transfer and Semi-Supervised Learning,"This repository includes the code, application, and notebooks for the work ""AutoML using Transfer and Semi-Supervised Learning"". The tools presented here can be",computer-vision
2012,2020-07-30 15:04:28,LabelStoma: stomata detection using YOLO,LabelStoma is a graphical image tool for automatically detecting stomata in images. ,computer-vision
@ -686,18 +686,18 @@ It uses a computer vision model to detect NSFW content and hides it from the use
2098,2020-08-06 23:15:45,Digital Image Processing in Python,Play around with pixel values with Python programming language.,computer-vision
2100,2020-08-07 04:24:28,A 2020 guide to Semantic Segmentation,"Concept of image segmentation, discuss the relevant use-cases, different neural network architectures involved in achieving the results, metrics and datasets.",computer-vision
2106,2020-08-08 15:06:18,Fast NST for Videos (+ person segmentation) 🎥 + ⚡💻 + 🎨 = ❤️,Create NST videos and pick separate styles for the person in the video and for the background.,computer-vision
2109,2020-08-09 07:24:57,Live demo : State-of-the-art MCQ Generator from any content,"Demo for state-of-the-art MCQ (Multiple Choice Questions) generator from any content built using T5 transformer, HuggingFace, and Sense2vec
2109,2020-08-09 07:24:57,Live demo : State-of-the-art MCQ Generator from any content,"Demo for state-of-the-art MCQ (Multiple Choice Questions) generator from any content built using T5 transformer, HuggingFace, and Sense2vec
",natural-language-processing
2111,2020-08-10 03:26:16,InvoiceNet,"Deep neural network to extract intelligent information from PDF invoice documents.
2111,2020-08-10 03:26:16,InvoiceNet,"Deep neural network to extract intelligent information from PDF invoice documents.
",computer-vision
2112,2020-08-10 03:41:31,Search for visual datasets,"By task, application, class, label or format.",computer-vision
2113,2020-08-10 04:01:03,GAN-BERT,Enhancing the BERT training with Semi-supervised Generative Adversarial Networks.,natural-language-processing
2114,2020-08-10 04:03:51,tsaug,A Python package for time series augmentation.,time-series
2114,2020-08-10 04:03:51,tsaug,A Python package for time series augmentation.,other
2116,2020-08-10 04:15:38,Machine Learning Pipelines for Kubeflow.,Kubeflow pipelines are reusable end-to-end ML workflows built using the Kubeflow Pipelines SDK.,mlops
2117,2020-08-10 04:17:57,Structuring Unit Tests in Python,"Where to put tests, how to write fixtures and the awesomeness of test parametrization.",mlops
2121,2020-08-10 21:59:41,DeepR — Training TensorFlow Models for Production,DeepR is a Python library to build complex pipelines as easily as possible on top of Tensorflow.,mlops
2124,2020-08-11 00:20:42,Neural Architecture Search,"A look at neural architecture search w.r.t search space, search algorithms and evolution strategies.",reinforcement-learning
2135,2020-08-13 01:52:06,Temporal Convolutional Networks for Time-Series,"We introduce several novels using TCN, including improving traffic prediction, sound event localization & detection, and probabilistic forecasting.",time-series
2124,2020-08-11 00:20:42,Neural Architecture Search,"A look at neural architecture search w.r.t search space, search algorithms and evolution strategies.",other
2135,2020-08-13 01:52:06,Temporal Convolutional Networks for Time-Series,"We introduce several novels using TCN, including improving traffic prediction, sound event localization & detection, and probabilistic forecasting.",other
2136,2020-08-13 02:05:11,Machine Learning Deployment: Shadow Mode,"“How do I test my new model in production?” One answer, and a method I often employ when initially deploying models, is shadow mode.",mlops
2138,2020-08-13 18:12:46,Extract Stock Sentiment from News Headlines," In this project, you will generate investing insight by applying sentiment analysis on financial news headlines from Finviz. ",natural-language-processing
2141,2020-08-14 03:15:38,hloc - the hierarchical localization toolbox,Visual localization made easy.,computer-vision
@ -715,39 +715,39 @@ It uses a computer vision model to detect NSFW content and hides it from the use
2185,2020-08-18 23:12:27,Language Interpretability Tool (LIT),"The Language Interpretability Tool (LIT) is a visual, interactive model-understanding tool for NLP models.",natural-language-processing
2188,2020-08-19 15:16:46,Great Expectations,Always know what to expect from your data.,mlops
2193,2020-08-20 00:39:05,Effective testing for machine learning systems,"Why testing machine learning systems can be different, and discuss some strategies for writing effective tests for machine learning systems.",mlops
2202,2020-08-22 03:55:27,Graph Representation Learning Book,"Introduction to graph representation learning, including methods for embedding graph data, graph neural networks, and deep generative models of graphs.",graph-learning
2203,2020-08-22 05:58:20,Image Similarity Search in PyTorch,"Simple Convolutional Auto-encoder based image similarity
search to find similar images to given image or features.
2202,2020-08-22 03:55:27,Graph Representation Learning Book,"Introduction to graph representation learning, including methods for embedding graph data, graph neural networks, and deep generative models of graphs.",other
2203,2020-08-22 05:58:20,Image Similarity Search in PyTorch,"Simple Convolutional Auto-encoder based image similarity
search to find similar images to given image or features.
Fully written in PyTorch.",computer-vision
2204,2020-08-22 17:19:00,Tensorflow Object Detection with Tensorflow 2,Object Detection with Tensorflow 2 and the Tensorflow Object Detection API ,computer-vision
2207,2020-08-23 04:38:45,Rules of Machine Learning: Best Practices for ML Engineering,A basic knowledge of machine learning get the benefit of best practices in machine learning from around Google.,mlops
2214,2020-08-24 11:16:47,vedaseg,vedaseg is an open source semantic segmentation toolbox based on PyTorch.,computer-vision
2215,2020-08-24 11:52:10,vedastr,vedastr is an open source scene text recognition toolbox based on PyTorch.,computer-vision
2218,2020-08-25 13:57:49,CascadeTabNet,"An approach for end-to-end table detection and structure recognition from image-based documents
2218,2020-08-25 13:57:49,CascadeTabNet,"An approach for end-to-end table detection and structure recognition from image-based documents
",computer-vision
2220,2020-08-25 16:13:31,"Table Detection, Information Extraction and Structuring using ML",Table Extraction (TE) is the task of detecting and decomposing table information in a document.,natural-language-processing
2223,2020-08-26 04:21:37,AxCell,Automatic Extraction of Results from Machine Learning Papers,computer-vision
2226,2020-08-27 01:54:16,Hyperparameter Optimization for 🤗 Transformers: A Guide,"Basic grid search is not the most optimal, and in fact, the hyperparameters we choose can have a significant impact on our final model performance.",natural-language-processing
2235,2020-08-27 16:03:12,Shift-Ctrl-F: Semantic Search for the Browser,🔎: Search the information available on a webpage using natural language instead of an exact string match.,natural-language-processing
2238,2020-08-28 01:24:08,Spinning Up in Deep RL (OpenAI),An educational resource to help anyone learn deep reinforcement learning.,reinforcement-learning
2238,2020-08-28 01:24:08,Spinning Up in Deep RL (OpenAI),An educational resource to help anyone learn deep reinforcement learning.,other
2239,2020-08-28 07:07:39,An Introduction to Adversarial Examples in Deep Learning,"This report provides an intuitive introduction to adversarial examples, discusses a wide variety of different adversarial attacks and, most notably, provides ad",computer-vision
2242,2020-08-29 08:10:21,Deep dive into ROI layer in Object Detection Models,In this blog post we will implement in torch ROI Pool and ROI Align models from scratch.,computer-vision
2245,2020-08-30 02:51:07,On the Bottleneck of Graph Neural Networks and its Implications,The mechanism of propagating information between neighbors creates a bottleneck when every node aggregates messages from its neighbors.,graph-learning
2245,2020-08-30 02:51:07,On the Bottleneck of Graph Neural Networks and its Implications,The mechanism of propagating information between neighbors creates a bottleneck when every node aggregates messages from its neighbors.,other
2247,2020-08-30 11:48:19,Unsupervised Keyphrase Extraction,Learn about unsupervised algorithms for automatically extracting representative keyword and phrases from documents,natural-language-processing
2251,2020-08-31 10:05:12,Practical AI: Using NLP word embeddings to solve localization ,"Using NLP word vectors (word2vec, glove, etc) in a novel way to solve the problem of localization in edtech.",natural-language-processing
2252,2020-08-31 23:40:26,Explore then Execute,Adapting without Rewards via Factorized Meta-Reinforcement Learning,reinforcement-learning
2252,2020-08-31 23:40:26,Explore then Execute,Adapting without Rewards via Factorized Meta-Reinforcement Learning,other
2255,2020-09-01 04:49:38,"Tensorflow, Pytorch, Transformer, Fastai, etc. Tutorials","BERT Classification, Question Answering, Seq2Seq Machine Translation, Contextual Topic Modeling, Large Scale Multilabelclassification, etc",natural-language-processing
2258,2020-09-02 09:05:08,Graph Convolutions for dummies,An article explaining Graph Convolutional Networks as simply as possible.,graph-learning
2258,2020-09-02 09:05:08,Graph Convolutions for dummies,An article explaining Graph Convolutional Networks as simply as possible.,other
2259,2020-09-02 23:08:03,ECCV 2020: Some Highlights,A sort of a snapshot of the conference by summarizing some papers (& listing some) that grabbed my attention.,computer-vision
2260,2020-09-02 23:13:20,CVPR 2020: A Snapshot,A snapshot of the conference by summarizing some papers (& listing some) that grabbed my attention.,computer-vision
2263,2020-09-03 23:05:32,TTT: Fine-tuning Transformers with TPUs or GPUs acceleration,"TTT is short for a package for fine-tuning 🤗 Transformers with TPUs, written in Tensorflow2.0+.",natural-language-processing
2264,2020-09-04 01:24:22,MushroomRL,Python library for Reinforcement Learning.,reinforcement-learning
2264,2020-09-04 01:24:22,MushroomRL,Python library for Reinforcement Learning.,other
2267,2020-09-04 02:50:39,What Is MLOps?,"Machine learning operations, MLOps, are best practices for businesses to run AI successfully with help from an expanding software products and cloud services.",mlops
2268,2020-09-05 01:06:07,NLP Course | For You,This is an extension to the (ML for) Natural Language Processing course I teach at the Yandex School of Data Analysis (YSDA) since fall 2018. ,natural-language-processing
2269,2020-09-05 01:09:06,Learning to Summarize with Human Feedback,Human feedback models outperform much larger supervised models and reference summaries on TL;DR,natural-language-processing
2273,2020-09-05 18:22:44,ONNX Transformers,Accelerated NLP pipelines for fast inference 🚀 on CPU. Built with 🤗 Transformers and ONNX runtime.,natural-language-processing
2275,2020-09-06 07:26:21,hugdatafast: huggingface/nlp + fastai,The elegant integration of huggingface/nlp and fastai2 and handy transforms using pure huggingface/nlp ,natural-language-processing
2280,2020-09-06 18:59:46,Top 10 Deep Learning Breakthroughs — Deep Reinforcement Learning,The article unravels the journey behind reaching the point when Reinforcement Learning combined with Deep Learning defeated a Go player world champion.,reinforcement-learning
2280,2020-09-06 18:59:46,Top 10 Deep Learning Breakthroughs — Deep Reinforcement Learning,The article unravels the journey behind reaching the point when Reinforcement Learning combined with Deep Learning defeated a Go player world champion.,other
2283,2020-09-07 07:13:04,Data analysis made easy: Text2Code for Jupyter notebook,A jupyter notebook extension for Text2Code for basic pandas and plotly commands,natural-language-processing
2284,2020-09-07 10:42:32,electra_pytorch: ELECTRA in PyTorch (fastai + huggingface),Unofficial reimplementation of <ELECTRA: Pre-training Text Encoders as Discriminators Rather Than Generators>,natural-language-processing
2285,2020-09-07 13:36:55,Images of radio boxes,I have collected about 15+k raw images of radio boxes across 500+ forms and hand-picked 200+ images that can be used to determine if a radio box is checked.,computer-vision
@ -755,37 +755,37 @@ Fully written in PyTorch.",computer-vision
2290,2020-09-09 00:16:32,Fine-tune a non-English GPT-2 Model with Huggingface," In this tutorial, we are going to use the transformers library by Huggingface. We will use the new Trainer class and fine-tune out GPT-2 model.",natural-language-processing
2294,2020-09-09 16:14:37,Getting started with large-scale ETL jobs using Dask and AWS EMR,"EMR is AWS’s distributed data platform, which we can interact with and submit jobs to from a JupyterLab notebook running on our local machine.",mlops
2295,2020-09-09 16:36:45,How to Create a Cartoonizer with TensorFlow Lite?,An end-to-end tutorial on how to convert to TensorFlow Lite (TFLite) model and deploy it to an Android app for cartoonizing an image captured by camera.,computer-vision
2296,2020-09-10 01:15:57,How to Test Machine Learning Code and Systems,"🚦 Minimal examples of testing machine learning for correct implementation, expected learned behaviour, and model performance.
2296,2020-09-10 01:15:57,How to Test Machine Learning Code and Systems,"🚦 Minimal examples of testing machine learning for correct implementation, expected learned behaviour, and model performance.
",mlops
2298,2020-09-11 00:02:10,torchCDE,Differentiable controlled differential equation solvers for PyTorch with GPU support and memory-efficient adjoint backpropagation.,time-series
2299,2020-09-11 00:07:11,Latent graph neural networks: Manifold learning 2.0?,Parallels between recent works on latent graph learning and older techniques of manifold learning.,graph-learning
2298,2020-09-11 00:02:10,torchCDE,Differentiable controlled differential equation solvers for PyTorch with GPU support and memory-efficient adjoint backpropagation.,other
2299,2020-09-11 00:07:11,Latent graph neural networks: Manifold learning 2.0?,Parallels between recent works on latent graph learning and older techniques of manifold learning.,other
2300,2020-09-11 00:11:14,Real Python Recommendation Engine,A full stack data science project that performs document similarity on RealPython.com content. Content recommendations are implemented via a Chrome extension.,natural-language-processing
2304,2020-09-11 17:54:04,Graph Neural Networks,A descriptive guide for Graph Neural Networks.,graph-learning
2304,2020-09-11 17:54:04,Graph Neural Networks,A descriptive guide for Graph Neural Networks.,other
2317,2020-09-14 05:32:45,End-to-end Object Detection in TensorFlow Lite,"This project shows how to train a custom detection model with the TFOD API, optimize it with TFLite, and perform inference with the optimized model.",computer-vision
2318,2020-09-14 11:55:33,Jepto - Digital Marketing Analytics,KPI Prediction and Anomaly Detection of digital marketing data for both technical and non-technical marketers and business owners.,time-series
2318,2020-09-14 11:55:33,Jepto - Digital Marketing Analytics,KPI Prediction and Anomaly Detection of digital marketing data for both technical and non-technical marketers and business owners.,other
2319,2020-09-14 19:21:33,Cartoonizer with TensorFlow.js,An app to turn your photos into cartoon-styled images 🎨 within your browsers using White-box Cartoonization GAN.,computer-vision
2325,2020-09-16 13:43:20,Implementing Content-Based Image Retrieval with Siamese Networks,"With content-based image retrieval, we refer to the task of finding images containing attributes which are not in the image metadata, but in its visual content.",computer-vision
2326,2020-09-17 00:18:51,NLP for Developers: Multilingual NLP | Rasa,"In this video, Rasa Developer Advocate Rachael will talk about common approaches to handle language input in more than one language.",natural-language-processing
2327,2020-09-17 15:36:45,Paint with Machine Learning,This web app allows you to create a landscape painting in the style of Bob Ross using a deep learning model served using a Spell model server.,computer-vision
2328,2020-09-17 16:04:29,Distilling Knowledge in Neural Networks,This project demonstrates the compelling model optimization technique - knowledge distillation with code walkthroughs in TensorFlow. ,computer-vision
2332,2020-09-18 08:49:55,Recurrent Neural Networks: building GRU cells VS LSTM cells ,What are the advantages of RNN’s over transformers? When to use GRU’s over LSTM? What are the equations of GRU really mean? How to build a GRU cell in Pytorch?,natural-language-processing
2341,2020-09-20 00:34:03,PyTorch Forecasting,Time series forecasting with PyTorch.,time-series
2341,2020-09-20 00:34:03,PyTorch Forecasting,Time series forecasting with PyTorch.,other
2342,2020-09-20 03:24:58,Norfair,Lightweight Python library for adding real-time 2D object tracking to any detector.,computer-vision
2344,2020-09-21 00:20:00,Labelai,"Labelai is an online tool designed to label images, useful for training AI models.",computer-vision
2345,2020-09-21 00:26:02,Remo,🐰 Python lib for remo - the app for annotations and images management in Computer Vision.,computer-vision
2348,2020-09-21 23:47:06,Layered Neural Rendering for Retiming People in Video,Manipulating and editing the time in which different motions of individuals in the video occur.,computer-vision
2351,2020-09-22 03:42:58,Simple Transformers: Transformers Made Easy,Simple Transformers removes complexity and lets you get down to what matters – model training and experimenting with the Transformer model architectures.,natural-language-processing
2353,2020-09-22 13:04:04,TF Geometric,Efficient and Friendly Graph Neural Network Library for TensorFlow 1.x and 2.x.,graph-learning
2353,2020-09-22 13:04:04,TF Geometric,Efficient and Friendly Graph Neural Network Library for TensorFlow 1.x and 2.x.,other
2356,2020-09-23 04:56:15,"Part 2: Deep Representations, a way towards neural style transfer",A top-down approach to conceiving neural style transfer,computer-vision
2357,2020-09-23 10:27:15,Sudoku Solver,Solving Sudoku by extracting the puzzle from photo using Computer Vision and OCR and solving it.,computer-vision
2360,2020-09-23 13:56:29,"3D Face: Fast, Accurate and Stable Reconstruction","This work extends the previous work 3DDFA, named 3DDFA_V2, titled Towards Fast, Accurate and Stable 3D Dense Face Alignment, accepted by ECCV 2020. ",computer-vision
2368,2020-09-25 07:47:27,TableQA,AI tool for querying natural language on tabular data like csvs and other dataframes.,natural-language-processing
2369,2020-09-25 15:44:08,GP-GAN: Towards Realistic High-Resolution Image Blending,Blending composite images using a generative model and a Gaussian-Poisson equation with a Laplacian Pyramid,computer-vision
2371,2020-09-25 18:10:13,From Research to Production with Deep Semi-Supervised Learning,Semi-Supervised Learning (SSL) has blossomed in the deep learning research community—we share lessons learned over 15 months of taking SSL into production.,mlops
2372,2020-09-25 18:39:59, A spaced repetition app for keeping your reinforcement learning,We aim to keep your reinforcement learning knowledge fresh by periodically reminding you of concepts making you a master of RL knowledge!!,reinforcement-learning
2373,2020-09-25 22:41:22,GraphNorm,A Principled Approach to Accelerating Graph Neural Network Training.,graph-learning
2384,2020-09-27 08:42:46,Intro to Facebook Prophet,Everything you need to know when starting out with Facebook’s time series forecasting tool,time-series
2372,2020-09-25 18:39:59, A spaced repetition app for keeping your reinforcement learning,We aim to keep your reinforcement learning knowledge fresh by periodically reminding you of concepts making you a master of RL knowledge!!,other
2373,2020-09-25 22:41:22,GraphNorm,A Principled Approach to Accelerating Graph Neural Network Training.,other
2384,2020-09-27 08:42:46,Intro to Facebook Prophet,Everything you need to know when starting out with Facebook’s time series forecasting tool,other
2387,2020-09-27 14:22:51,GitHub Actions for Machine Learning,This presentation discusses the use of GitHub Actions to automate certain steps of a toy ML project. ,mlops
2388,2020-09-27 22:09:32,SemTorch,Different deep learning architectures definitions that can be applied to image segmentation.,computer-vision
2389,2020-09-28 05:34:15,bingoset - CLI tool to create image dataset.,CLI Toolkit to quickly create an image dataset using Bing Image Search API.,computer-vision
@ -795,19 +795,19 @@ Fully written in PyTorch.",computer-vision
2402,2020-09-30 22:11:07,Adapting Text Augmentation to Industry Problems,"In this post I will talk about the recent advances in exploiting language models for data generation and also show how, where we can implement them in Industry.",natural-language-processing
2404,2020-09-30 22:22:07,12 Factors of Reproducible Machine Learning in Production,We took our experience to deduce 12 factors (as a nod to the 12 factor app) that build the backbone of successful ML in production.,mlops
2410,2020-10-01 13:42:23,Serving PyTorch models in production with the Amazon SageMaker,TorchServe is now natively supported in Amazon SageMaker as the default model server for PyTorch inference. ,mlops
2411,2020-10-01 14:55:12,How to Make Sense of the Reinforcement Learning Agents?,What and Why I Log During Training and Debug?,reinforcement-learning
2411,2020-10-01 14:55:12,How to Make Sense of the Reinforcement Learning Agents?,What and Why I Log During Training and Debug?,other
2412,2020-10-01 18:50:05,Introduction to 3D Medical Imaging: Preprocessing & Augmentations,"Learn how to apply 3D transformations for medical image preprocessing and augmentation, to setup your awesome deep learning pipeline.",computer-vision
2415,2020-10-01 23:55:36,Explainable ML Monitoring,"The video covers an overview of some of the risks of AI, the need for explainable monitoring, and what exactly we mean when we talk about it.",mlops
2417,2020-10-02 09:44:25,Parallelizing Prophet Cross-Validation with Dask,Applied Example w/ Code,time-series
2418,2020-10-02 10:16:17,Top Research Papers from the ECML-PKDD 2020 Conference,ECML-PKDD -> selectionof the best reaesch papers,reinforcement-learning
2417,2020-10-02 09:44:25,Parallelizing Prophet Cross-Validation with Dask,Applied Example w/ Code,other
2418,2020-10-02 10:16:17,Top Research Papers from the ECML-PKDD 2020 Conference,ECML-PKDD -> selectionof the best reaesch papers,other
2419,2020-10-02 15:37:27,GANs in Computer Vision Free Ebook / Article-series,This free ebook/article-series follows the chronological order of 20 peer-reviewed highly-cited papers as they presented in a series of 6 articles.,computer-vision
2422,2020-10-02 21:48:21,Pattern-Exploiting Training (PET),"This repository contains the code for ""Exploiting Cloze Questions for Few-Shot Text Classification and Natural Language Inference""",natural-language-processing
2423,2020-10-03 20:27:36,Imaginaire,NVIDIA PyTorch GAN library with distributed and mixed precision support.,computer-vision
2430,2020-10-05 10:09:28,Transection: Transformers for English to Chinese Translation 基于t,Tutorials on how to fine-tune a BART based transformer for English to Chinese translation.,natural-language-processing
2431,2020-10-05 12:36:02,A Survey of the State of Explainable AI for NLP,Overview of the operations and explainability techniques currently available for generating explanations for NLP model predictions.,natural-language-processing
2432,2020-10-05 13:09:58,Topic Modeling with BERT,Leveraging 🤗 Transformers and a class-based TF-IDF to create dense clusters allowing for easily interpretable topics. ,natural-language-processing
2434,2020-10-06 02:13:01,OpenMMLab Computer Vision,"MMCV is a python library for CV research and supports many research projects such as object detection, segmentation, pose estimation, action classification.
2434,2020-10-06 02:13:01,OpenMMLab Computer Vision,"MMCV is a python library for CV research and supports many research projects such as object detection, segmentation, pose estimation, action classification.
",computer-vision
2436,2020-10-06 13:29:44,Machine Learning Methods Explained (+ Examples),Most common techniques used in data science projects; get to know them through easy-to-understand examples and put them into practice in your own ML projects!,reinforcement-learning
2436,2020-10-06 13:29:44,Machine Learning Methods Explained (+ Examples),Most common techniques used in data science projects; get to know them through easy-to-understand examples and put them into practice in your own ML projects!,other
2437,2020-10-06 14:53:39,Rasoee,"A powerful web and mobile application that identifies food dishes from a given input image, and provides an ingredient list along with relevant recipes.",computer-vision
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6
2020-02-20 06:43:18
Comparison between YOLO and RCNN on real world videos
Bringing theory to experiment is cool. We can easily train models in colab and find the results in minutes.
computer-vision
3
7
2020-02-20 06:47:21
Show, Infer & Tell: Contextual Inference for Creative Captioning
The beauty of the work lies in the way it architects the fundamental idea that humans look at the overall image and then individual pieces of it.
computer-vision
4
9
2020-02-24 16:24:45
Awesome Graph Classification
A collection of important graph embedding, classification and representation learning papers with implementations.
graph-learningother
5
15
2020-02-28 23:55:26
Awesome Monte Carlo Tree Search
A curated list of Monte Carlo tree search papers with implementations.
reinforcement-learningother
6
25
2020-03-07 23:04:31
AttentionWalk
A PyTorch Implementation of "Watch Your Step: Learning Node Embeddings via Graph Attention" (NeurIPS 2018).
graph-learningother
7
27
2020-03-07 23:18:15
APPNP and PPNP
A PyTorch implementation of "Predict then Propagate: Graph Neural Networks meet Personalized PageRank" (ICLR 2019).
graph-learningother
8
28
2020-03-07 23:23:46
Attributed Social Network Embedding
A sparsity aware and memory efficient implementation of "Attributed Social Network Embedding" (TKDE 2018).
graph-learningother
9
29
2020-03-07 23:45:38
Signed Graph Convolutional Network
A PyTorch implementation of "Signed Graph Convolutional Network" (ICDM 2018).
graph-learningother
10
45
2020-03-08 00:39:08
SimGNN
A PyTorch implementation of "SimGNN: A Neural Network Approach to Fast Graph Similarity Computation" (WSDM 2019).
graph-learningother
11
61
2020-03-16 17:35:22
Using JAX to Improve Separable Image Filters
Optimizing the filters to improve the filtered images for computer vision tasks.
computer-vision
12
65
2020-03-19 18:42:05
Coloring Greyscale Images
Coloring black and white images with neural networks.
computer-vision
13
67
2020-03-19 19:04:43
Fruit Detection using Convolution Neural Networks in TensorFlow
Trained a Convolutional Neural Network Model to predict fruits of over 100+ Classes (types) with a training accuracy of over 95%, and testing accuracy of over 9
computer-vision
14
73
2020-03-19 23:45:14
Face Verification
Implementation of Siamese Neural network model used for face verification. The dataset used for this task is IMDB-WIKI-face images Dataset.
computer-vision
16
78
2020-03-20 03:32:09
The Illustrated Self-Supervised Learning
A visual introduction to self-supervised learning methods in Computer Vision
computer-vision
17
81
2020-03-20 06:07:56
GradCAM for the BreaKHis Dataset
An NBDev package for fine-tuning ResNets to visualize gradient-weighted class activation for the BreaKHis dataset.
computer-vision
18
85
2020-03-20 17:35:59
Message Passing GNNs C++
C++ implementation using Eigen for the forward pass of Graph Convolutional Neural Networks.
graph-learningother
19
89
2020-03-20 18:17:31
Rethinking Batch Normalization in Transformers
We found that NLP batch statistics exhibit large variance throughout training, which leads to poor BN performance.
natural-language-processing
20
91
2020-03-20 18:30:04
Pytest Board
Continuous pytest runner with awesome visualization.
mlops
21
92
2020-03-20 18:43:50
Image Spam Buster - Kreate Hackathon
"Spam Buster" for user generated IMAGE content.
computer-vision
22
98
2020-03-20 19:16:43
Bachelorette Predictor
Predict the Bachelorette winners from profile images.
computer-vision
31
118
2020-03-22 21:46:52
Sinext
Sign language to text with OpenCV and MNIST sign-language dataset
computer-vision
32
120
2020-03-24 04:38:08
Gliding Vertex on Horizontal Bounding Box for Object Detection
Gliding vertex on the horizontal bounding box for multi-oriented object detection.
computer-vision
33
121
2020-03-24 04:56:38
Deep Reinforcement Learning in TensorFlow2
deep-rl-tf2 is a repository that implements a variety of polular Deep-RL algorithms using TF2. The key to this repo is an easy to understand code.
reinforcement-learningother
34
122
2020-03-24 17:51:35
Custom Classifier on Top of Bert-like Language Model
Take pre-trained language model and build custom classifier on top of it.
natural-language-processing
35
123
2020-03-24 18:20:55
Using Different Decoding Methods for LM with Transformers
A look at different decoding methods for generate subsequent tokens in language modeling.
natural-language-processing
36
124
2020-03-24 21:12:12
Unsupervised Toolbox
Unsupervised learning Tool box : A micro framework for State of the Art Methods and models for unsupervised learning for NLU / NLG
natural-language-processing
37
128
2020-03-25 15:21:34
Multimodal Brain Tumor Segmentation
Segmentation of gliomas in pre-operative MRI scans. Use the provided clinically-acquired training data to produce segmentation labels.
computer-vision
38
133
2020-03-25 20:21:26
A Survey of Long-Term Context in Transformers
Over the past two years the NLP community has developed a veritable zoo of methods to combat expensive multi-head self-attention.
natural-language-processing
39
137
2020-03-27 14:39:53
Debugging Neural Networks with PyTorch and W&B
A closer look at debugging common issues when training neural networks.
mlops
40
138
2020-03-27 14:50:02
BachGAN: High-Res Image Synthesis from Salient Object Layout
We propose a new task towards more practical application for image generation - high-quality image synthesis from salient object layout.
computer-vision
43
147
2020-03-30 05:39:57
Back Translation for Text Augmentation with Google Sheets
Learn how to augment existing labeled text data for free using Google Sheets.
natural-language-processing
44
148
2020-03-30 14:13:46
An Illustrated Guide to Graph Neural Networks
A breakdown of the inner workings of GNNs.
graph-learningother
45
150
2020-04-01 08:26:46
The Illustrated FixMatch for Semi-Supervised Learning
Learn how to leverage unlabeled data using FixMatch for semi-supervised learning
computer-vision
46
152
2020-04-01 15:38:58
A Two-Step Graph Convolutional Decoder for Molecule Generation
A simple auto-encoder framework for molecule generation.
A lightweight video motion retargeting approach that is capable of transferring motion of a person in a source video realistically to another video of a target
computer-vision
48
158
2020-04-03 04:41:07
Tracking Objects as Points
Simultaneous object detection and tracking using center points.
computer-vision
49
159
2020-04-03 14:57:11
Drifter-ML
A machine learning testing framework for sklearn and pandas. The goal is to help folks assess whether things have changed over time.
mlops
50
162
2020-04-03 20:17:50
Natural Language Processing News
Get the highlights from Natural Language Processing & Machine Learning research & industry straight to your inbox every month.
natural-language-processing
51
163
2020-04-03 20:21:13
NLP Newsletter
Democratizing Artificial Intelligence Research, Education, and Technologies.
natural-language-processing
60
238
2020-04-06 18:37:33
Googletrans
Googletrans: Free and Unlimited Google translate API for Python. Translates totally free of charge.
natural-language-processing
61
239
2020-04-06 18:39:48
Prophet: Forecasting At Scale
Tool for producing high quality forecasts for time series data that has multiple seasonality with linear or non-linear growth.
time-seriesother
62
250
2020-04-06 19:24:06
Doccano
Open source text annotation tool for machine learning practitioner.
natural-language-processing
63
251
2020-04-06 19:28:58
BRAT: Rapid Annotation Tool
BRAT (brat rapid annotation tool) is based on the stav visualiser which was originally made in order to visualise BioNLP'11 Shared Task data.
natural-language-processing
64
252
2020-04-06 20:23:46
Word Embeddings
This tutorial introduces word embeddings. It contains complete code to train word embeddings from scratch on a small dataset.
natural-language-processing
65
253
2020-04-06 20:26:27
On Word Embeddings
This post presents the most well-known models for learning word embeddings based on language modeling.
natural-language-processing
66
254
2020-04-06 20:28:43
NLP for Developers: Word Embeddings | Rasa
In this video, Rasa Developer Advocate Rachael will talk about what word embeddings are, how they work, when they're used and some common errors.
natural-language-processing
78
273
2020-04-06 23:41:52
Transformers - Hugging Face
🤗 Transformers: State-of-the-art Natural Language Processing for TensorFlow 2.0 and PyTorch.
natural-language-processing
79
277
2020-04-07 00:30:33
Curriculum for Reinforcement Learning
Curriculum learning applied to reinforcement learning, with a few exceptions of supervised learning.
reinforcement-learningother
80
278
2020-04-07 00:34:46
Self-Supervised Representation Learning
What if we can get labels for free for unlabelled data and train unsupervised dataset in a supervised manner?
computer-vision
81
279
2020-04-07 00:36:55
Evolution Strategies
Evolutionary algorithms refer to a division of population-based optimization algorithms inspired by natural selection.
reinforcement-learningother
82
280
2020-04-07 00:38:25
Meta Reinforcement Learning
Explore cases when we try to “meta-learn” Reinforcement Learning (RL) tasks by developing an agent that can solve unseen tasks fast and efficiently.
reinforcement-learningother
83
281
2020-04-07 00:40:59
Generalized Language Models
Trend in large unsupervised pre-trained language models which have achieved amazing SOTA results on a variety of language tasks.
natural-language-processing
84
284
2020-04-07 00:57:12
Policy Gradient Algorithms
In this post, we are going to look deep into policy gradient, why it works, and many new policy gradient algorithms proposed in recent years.
reinforcement-learningother
85
286
2020-04-07 03:49:15
Object Detection for Dummies
We will go through several basic concepts, algorithms, and popular deep learning models for image processing and object detection.
computer-vision
86
287
2020-04-07 03:59:53
Learning Word Embedding
This post introduces several models for learning word embedding and how their loss functions are designed for the purpose.
natural-language-processing
87
290
2020-04-07 13:38:36
GANSpace: Discovering Interpretable GAN Controls
This paper describes a simple technique to analyze Generative Adversarial Networks (GANs) and create interpretable controls for image synthesis.
computer-vision
88
291
2020-04-07 14:07:59
Kornia: Differentiable Computer Vision Library for PyTorch
Set of routines and differentiable modules to solve generic computer vision problems.
computer-vision
89
294
2020-04-07 15:36:13
PyTorch Geometric
Geometric deep learning extension library for PyTorch.
graph-learningother
90
295
2020-04-07 15:40:00
DGL: Deep Graph Library
Python package built to ease deep learning on graph, on top of existing DL frameworks.
graph-learningother
91
306
2020-04-07 20:07:28
BERT Research - Key Concepts & Sources
Video series on BERT's key concepts and sources.
natural-language-processing
92
307
2020-04-07 20:11:29
GLUE Explained: Understanding BERT Through Benchmarks
In this post we take a look at an important NLP benchmark used to evaluate BERT and other transfer learning models!
natural-language-processing
93
308
2020-04-07 23:22:18
TinyBERT
TinyBERT is 7.5x smaller and 9.4x faster on inference than BERT-base and achieves competitive performances in the tasks of natural language understanding.
natural-language-processing
94
313
2020-04-08 00:02:27
NVIDIA Neural Modules: NeMo
A toolkit for conversational AI.
natural-language-processing
95
315
2020-04-08 00:10:21
VoTT: Visual Object Tagging Tool
An electron app for building end to end Object Detection Models from Images and Videos.
computer-vision
107
364
2020-04-08 17:53:15
Named Entity Recognition Tagging
In this post, we go through an example from Natural Language Processing, in which we learn how to load text data and perform NER tagging for each token.
natural-language-processing
108
372
2020-04-08 18:22:46
An introduction to Q-Learning: Reinforcement Learning
Q-Learning algorithm along with an implementation in Python using Numpy.
reinforcement-learningother
109
378
2020-04-08 19:37:57
Ray
Ray is a fast and simple framework for building and running distributed applications.
reinforcement-learningother
110
380
2020-04-08 21:05:06
Graph Nets
PyTorch Implementation and Explanation of Graph Representation Learning papers involving DeepWalk, GCN, GraphSAGE, ChebNet & GAT.
graph-learningother
111
388
2020-04-08 21:36:39
ConvNet Playground
An interactive visualization for exploring Convolutional Neural Networks applied to the task of semantic image search.
computer-vision
112
392
2020-04-08 21:53:06
Embedding Projector
Visualization of high dimensional data, namely embeddings.
natural-language-processing
113
395
2020-04-08 22:12:24
Word2Viz: Explore Word Analogies
Interactive visualization of word analogies in GloVe.
natural-language-processing
114
397
2020-04-08 22:17:06
Image-to-Image Translation with Conditional Adversarial Networks
Tensorflow port of Image-to-Image Translation with Conditional Adversarial Nets
computer-vision
115
401
2020-04-08 22:29:09
Quick, Draw
Can a neural network learn to recognize doodling?
computer-vision
121
424
2020-04-09 01:02:59
Sparse Sinkhorn Attention
A new efficient and sparse method for learning to attend based on differentiable sorting of internal representations.
natural-language-processing
122
425
2020-04-09 01:41:48
Backtester
A backtesting framework for timeseries data.
time-seriesother
123
427
2020-04-09 18:57:01
An Overview of Early Vision in InceptionV1
A guided tour of the first five layers of InceptionV1,
taxonomized into “neuron groups.”
computer-vision
124
428
2020-04-10 04:57:53
AiLight: Automatic Highlighting Using BERT
Automatically highlight pdfs using BERT embeddings and clustering.
https://anishthite.github.io/ailight
natural-language-processing
125
430
2020-04-10 15:28:43
Controlling Text Generation with Plug and Play Language Models
This article discusses an alternative approach to controlled text generation, titled the Plug and Play Language Model (PPLM).
natural-language-processing
126
431
2020-04-10 15:35:00
Genomic ULMFiT
ULMFiT for Genomic Sequence Data
natural-language-processing
127
432
2020-04-10 15:39:29
Self-Supervised Learning and Computer Vision
So, what do you do if there are no pre-trained models in your domain?
computer-vision
128
434
2020-04-10 15:51:52
scispaCy
A full spaCy pipeline and models for scientific/biomedical documents.
natural-language-processing
129
439
2020-04-10 17:33:38
Universal Adversarial Triggers for Attacking and Analyzing NLP
We create short phrases that cause a specific model prediction when concatenated to 𝘢𝘯𝘺 input from a dataset.
natural-language-processing
130
440
2020-04-10 17:39:19
lazynlp
Library to scrape and clean web pages to create massive datasets.
natural-language-processing
167
508
2020-04-15 16:29:08
STEFANN: Scene Text Editor using Font Adaptive Neural Network
A generalized method for realistic modification of textual content present in a scene image. ⭐️ Accepted in CVPR 2020.
computer-vision
168
509
2020-04-15 16:34:04
Time Series Prediction with LSTM Using PyTorch
Time series applied to forecasting on the Airplane Passengers Dataset.
time-seriesother
169
513
2020-04-15 17:05:36
lda2vec: Tools for interpreting natural language
The lda2vec model tries to mix the best parts of word2vec and LDA into a single framework.
natural-language-processing
170
516
2020-04-15 17:21:53
Deep Learning for Object Detection: A Comprehensive Review
A closer look at Tensorflow’s object detection models: Faster R-CNN, R-FCN, and SSD.
computer-vision
171
517
2020-04-15 17:31:22
An Intuitive Guide to Deep Network Architectures
Intuition behind base network architectures like MobileNets, Inception, and ResNet.
computer-vision
172
529
2020-04-15 19:39:24
Real-Time Voice Cloning
Clone a voice in 5 seconds to generate arbitrary speech in real-time. Code for Transfer Learning from Speaker Verification to Multispeaker Text-To-Speech.
natural-language-processing
173
549
2020-04-16 03:48:35
15 Best Tools for Tracking Machine Learning Experiments
A feature comparison of all the open-source and commercial options for experiment tracking.
mlops
174
550
2020-04-16 08:14:50
Cycle GAN in TensorFlow 2.0 with Custom Loops
Implementation of "Unpaired Image-to-Image Translation using Cycle-Consistent Adversarial Networks" by Jun-Yan Zhu et al.
computer-vision
175
552
2020-04-16 10:13:12
Holopix50k: A Large-Scale In-the-wild Stereo Image Dataset
The largest dataset of in-the-wild stereo image pairs (50K) crowd-sourced from the Holopix lightfield image-sharing social network.
computer-vision
187
608
2020-04-23 12:52:02
PyImageSearch
An online platform of blogs on Computer Vision and Deep Learning.
computer-vision
188
619
2020-04-23 16:55:27
Implementing Portrait Bokeh Mode using OpenCV and NumPy (Python)
Do you love the portrait mode in your smartphone? This code will help you do the same using OpenCV and NumPy! Detects the faces, asks if you want to blur them!
computer-vision
189
621
2020-04-23 18:17:12
MixNMatch
Multifactor Disentanglement and Encoding for Conditional Image Generation
computer-vision
190
622
2020-04-23 21:40:09
MT-Clinical BERT
Scaling Clinical Information Extraction with Multitask Learning
natural-language-processing
191
623
2020-04-24 00:30:02
medaCy
🏥 Medical Text Mining and Information Extraction with spaCy
natural-language-processing
192
632
2020-04-24 11:37:13
Lagrangian Neural Networks
Trying to learn a simulation? Try Lagrangian Neural Networks, which explicitly conserve energy and may generalize better!
graph-learningother
193
639
2020-04-24 20:51:18
ML Foundations and Methods for Precision Medicine and Healthcare
This tutorial will discuss ideas from machine learning that enable personalization (useful for applications in education, retail, medicine and recsys).
reinforcement-learningother
194
643
2020-04-26 04:34:02
Albert-base for Sanskrit
Trained Albert-base from scratch on Sanskrit corpus of Wikipedia. I have also added a link to how to train your own Language model from scratch.
natural-language-processing
195
644
2020-04-26 05:42:37
Adversarial Latent Autoencoders
Introducing the Adversarial Latent Autoencoder (ALAE), a general architecture that can leverage recent improvements on GAN training procedures.
computer-vision
196
652
2020-04-28 15:14:00
Optimal Transport and the Sinkhorn Transformer
Understand optimal transport and the Sinkhorn-Knopp algorithm before diving into the Sinkhorn Transformer.
natural-language-processing
197
653
2020-04-28 16:20:29
Semantic Graphs for Generating Deep Questions
Deep Question Generation (DQG), which aims to generate complex questions that require reasoning over multiple pieces of information of the input passage.
natural-language-processing
198
658
2020-04-28 21:34:00
Gutenberg Dialog
Build a dialog dataset from online books in many languages.
natural-language-processing
199
661
2020-04-29 02:41:24
Better NLP project
This is a wrapper program/library that encapsulates a couple of NLP libraries that are popular among the AI and ML communities.
natural-language-processing
200
663
2020-04-29 04:42:16
Recipes for building an open-domain chatbot
Python framework for sharing, training and testing dialogue models, from open-domain chitchat to VQA (Visual Question Answering).
natural-language-processing
206
683
2020-05-01 16:35:06
TAPAS: Weakly Supervised Table Parsing via Pre-training
Using neural networks to find answers in tables.
natural-language-processing
207
686
2020-05-01 16:59:48
Jukebox: A Generative Model for Music
We’re introducing Jukebox, a neural net that generates music, including rudimentary singing, as raw audio in a variety of genres and artist styles.
natural-language-processing
208
687
2020-05-01 17:17:48
Exploratory Data Analysis of Time Series
Exploratory Data Analysis of Time Series data in Python. It uses lot of the principles and concepts discussed in Prof. Hyndman's book. The focus is on understa
time-seriesother
209
688
2020-05-01 17:47:40
Gotchas of Transfer Learning for Image Classification
Discover the things you should care about while doing transfer learning for image classification.
computer-vision
210
693
2020-05-02 05:05:44
SciTLDR: Extreme Summarization of Scientific Documents
A new automatic summarization task with high source compression requiring expert background knowledge and complex language understanding.
natural-language-processing
211
694
2020-05-02 15:29:06
BLINK: Better entity LINKing
Entity Linking python library that uses Wikipedia as the target knowledge base.
natural-language-processing
212
695
2020-05-02 21:33:31
Five Cool Python Libraries for Data Science
Python is a best friend for the majority of the Data Scientists. Libraries make their life simpler. I have come across five cool Python libraries while working
natural-language-processing
213
700
2020-05-03 13:49:29
Fastai2 Vision Module
A detailed guide to using fastai2 Datablock API for common computer vision tasks
computer-vision
214
702
2020-05-03 20:19:10
Unsupervised Question Decomposition for Question Answering
Decompose hard (multi-hop) questions into several, easier (single-hop) questions using unsupervised learning, and get better accuracy on multi-hop QA.
natural-language-processing
215
704
2020-05-04 11:58:27
Training Batch Norm and Only Batch Norm
Experiments with the ideas presented in https://arxiv.org/abs/2003.00152 by Frankle et al.
computer-vision
216
707
2020-05-05 03:36:50
The Big Bad NLP Database
A collection of 400+ NLP datasets with papers included.
natural-language-processing
220
717
2020-05-05 14:46:57
Synthesizer: Rethinking Self-Attention in Transformer Models
The dot product self-attention is known to be central and indispensable to state-of-the-art Transformer models. But is it really required?
natural-language-processing
221
726
2020-05-06 01:10:55
ConvNets-TensorFlow2
Implementing a variety of popular and important CNN architectures
computer-vision
222
732
2020-05-06 04:20:43
StellarGraph - Machine Learning on Graphs
State-of-the-art algorithms for graph machine learning, making it easy to discover patterns and answer questions about graph-structured data.
graph-learningother
223
733
2020-05-06 04:30:47
LandCover.ai
Dataset for automatic mapping of buildings, woodlands and water from aerial imagery.
computer-vision
224
734
2020-05-06 04:33:15
Generating SOAP Notes from Doctor-Patient Conversations
Evaluate complete pipelines for leveraging these transcripts to train machine learning model to generate these notes.
natural-language-processing
225
741
2020-05-07 01:15:12
Zero-shot Neural Retrieval via Domain-targeted Synthetic Queries
Zero-shot learning for ad-hoc retrieval models that relies on synthetic query generation.
natural-language-processing
226
778
2020-05-07 21:28:34
Harry Potter and the Deep Learning Experiment
RNN built with TensorFlow to generate text based on Harry Potter's books.
natural-language-processing
227
783
2020-05-08 14:44:04
NeuralCook — Image2Ingredients and Cooking Recommendation
Deep learning application to identify ingredients from cooking dishes images and recommend dishes to cook, given a set of ingredients.
natural-language-processing
228
788
2020-05-09 04:12:10
NER model for 40 languages trained with the new TFTrainer
This model is a fine-tuned XLM-Roberta-base over the 40 languages proposed in XTREME from Wikiann.
natural-language-processing
229
791
2020-05-09 14:30:08
Pose Animator
Takes a 2D vector illustration and animates its containing curves in real-time based on the recognition result from PoseNet and FaceMesh.
computer-vision
230
792
2020-05-09 16:59:54
A Commit History of BERT and its Forks
What a commit history of version-controlled research papers could look like?
natural-language-processing
236
803
2020-05-11 02:13:32
Image Semantic Segmentation of UAV mining area based on Deeplabv3
Using the software engineering framework of technical debt, we find it is common to incur massive ongoing maintenance costs in real-world ML systems.
mlops
239
822
2020-05-11 15:10:09
In-Domain GAN Inversion for Real Image Editing
We propose an in-domain GAN inversion method, which faithfully reconstructs the input image but also ensures the inverted code to be semantically meaningful.
computer-vision
240
825
2020-05-11 23:07:39
Neural Networks for NLP (CMU CS 11-747)
This class will start with a brief overview of neural networks, then spend the majority of the class demonstrating how to apply neural networks to language.
natural-language-processing
241
826
2020-05-12 03:02:02
DANet PyTorch
A Pytorch implementation of Dual Attention Network for Scene Segmentation
computer-vision
242
828
2020-05-12 05:04:58
BART version of closed-book QA
This is a BART version of sequence-to-sequence model for open-domain QA in a closed-book setup, based on PyTorch and Huggingface's Transformers.
natural-language-processing
243
829
2020-05-12 05:07:35
Unsupervised Reinforcement Learning
Lecture on unsupervised reinforcement learning by Sergey Levine. Originally prepared for AAMAS 2020.
reinforcement-learningother
244
831
2020-05-13 02:24:24
CCNet_PyTorch
A PyTorch Implementation of CCNet: Criss-Cross Attention for Semantic Segmentation
computer-vision
245
832
2020-05-13 04:22:09
Image segmentation in 2020
Architectures, Losses, Datasets, and Frameworks
computer-vision
246
833
2020-05-13 04:27:08
Plan2Explore: Plan to Explore via Self-Supervised World Models
A self-supervised reinforcement learning agent that tackles task-specific and the sample efficiency challenges.
reinforcement-learningother
247
835
2020-05-13 04:39:31
Toward Better Storylines with Sentence-Level Language Models
We propose a sentence-level language model which selects the next sentence in a story from a finite set of fluent alternatives.
natural-language-processing
248
836
2020-05-13 04:43:57
Epipolar Transformers
Differentiable "epipolar transformer", which enables the 2D detector to leverage 3D-aware features to improve 2D pose estimation.
computer-vision
249
840
2020-05-13 05:03:33
Machine Learning on Graphs: A Model and Comprehensive Taxonomy
We propose a simple framework (GraphEDM) and a comprehensive Taxonomy to review and unify several graph representation learning methods.
graph-learningother
250
841
2020-05-13 05:10:58
BLEURT: Learning Robust Metrics for Text Generation
A metric for Natural Language Generation based on transfer learning.
natural-language-processing
251
842
2020-05-13 13:20:07
Identifying Brain Tumor from MRI images using FastAI -DynamicUnet
To use FASTAI unet learner to identify tumours from MRI of Brain, logging loss metrics in Neptune AI logger and compare the results after hyperparameter tuning.
computer-vision
252
847
2020-05-13 22:53:36
HuggingTweets
Tweet Generation with Huggingface.
natural-language-processing
253
849
2020-05-13 22:59:38
Top Down Introduction to BERT with HuggingFace and PyTorch
I will also provide some intuition into how BERT works with a top down approach (applications to algorithm).
natural-language-processing
254
850
2020-05-13 23:02:29
Transformers from Scratch
Attempt to explain directly how modern transformers work, and why, without some of the historical baggage.
natural-language-processing
255
852
2020-05-14 07:11:26
Scene Classification using Pytorch and Fast.ai
The objective is to classify Multi-label images using deep learning. Here I have used Fast.ai library for implementing the model.
computer-vision
256
855
2020-05-14 12:32:20
Fake new detection Pytorch
Fake News Detection by Learning Convolution Filters through Contextualized Attention.
natural-language-processing
257
857
2020-05-14 14:25:11
FastHugs: Sequence Classification with Transformers and Fastai
Fine-tune a text classification model with HuggingFace 🤗 transformers and fastai-v2.
natural-language-processing
258
858
2020-05-14 14:35:37
Open-Dialog Chatbots for Learning New Languages
A tutorial for automatically generate code comments using Deep Learning.
natural-language-processing
259
860
2020-05-14 17:35:04
Electra
ELECTRA: Pre-training Text Encoders as Discriminators Rather Than Generators
natural-language-processing
260
862
2020-05-14 19:13:59
DQN In Pytorch Livestream Series
I'm doing a series of streams about reinforcement learning (starting from Q learning) focused on showing the work in as much detail as possible (e.g. debugging)
reinforcement-learningother
265
869
2020-05-15 14:08:12
ICLR 2020 Trends: Better & Faster Transformers for NLP
A summary of promising directions from ICLR 2020 for better and faster pretrained tranformers language models.
natural-language-processing
266
875
2020-05-15 22:53:58
Differentiable Reasoning over Text
We consider the task of answering complex multi-hop questions using a corpus as a virtual knowledge base (KB).
natural-language-processing
267
877
2020-05-16 02:42:32
Semi-supervised image classification with GANs
Shows how to perform semi-supervised image classification with GANs. The cover image is from Chapter 7, GANs in Action.
computer-vision
268
879
2020-05-16 10:57:53
HighRes-net: Multi-Frame Super-Resolution of satellite imagery
Pytorch implementation of HighRes-net, a neural network for multi-frame super-resolution, trained and tested on the European Space Agency’s Kelvin competition.
computer-vision
269
880
2020-05-16 11:50:31
How Deep Is Your Love For Transfer Learning In NLP?
A review of NLP research
natural-language-processing
270
881
2020-05-16 13:32:51
Time Series Forecasting with TensorFlow.js
Machine learning is becoming increasingly popular these days and a growing number of the world’s population see it is as a magic crystal ball: predicting when a
time-seriesother
271
882
2020-05-16 13:35:31
Phrases extraction and D3 Wordcloud
100% JavaScript solution to extracting phrases from text and display key points in a beautiful D3 wordcloud.
natural-language-processing
275
892
2020-05-17 02:08:12
DPOD: Pose Estimator
PyTorch recreation of a SOTA 6D Pose estimation research paper.
computer-vision
276
893
2020-05-17 04:44:04
ESTorch
ESTorch is an Evolution Strategy Library build around PyTorch.
reinforcement-learningother
277
894
2020-05-17 04:47:40
A Large-Scale, Open-Domain, Mixed-Interface Dialogue-Based ITS
Korbit, a large-scale, open-domain, mixed-interface, dialogue-based intelligent tutoring system (ITS).
natural-language-processing
278
900
2020-05-17 08:14:24
A Visual Survey of Data Augmentation in NLP
An extensive overview of text data augmentation techniques for Natural Language Processing
natural-language-processing
279
901
2020-05-17 09:57:38
DoYouEvenLearn
Essential Guide to keep up with AI/ML/DL/CV
computer-vision
280
902
2020-05-18 00:57:27
Differentiable Adaptive Computation Time for Visual Reasoning
DACT, a new algorithm for achieving adaptive computation time that, unlike existing approaches, is fully differentiable.
natural-language-processing
281
903
2020-05-18 11:15:12
Semixup: In- and Out-of-Manifold Regularization
Semixup is a semi-supervised learning method based on in/out-of-manifold regularization.
computer-vision
282
905
2020-05-18 14:40:51
Deep Reinforcement Learning for Supply Chain & Price Optimization
Explore how deep reinforcement learning methods can be applied in several basic supply chain and price management scenarios.
reinforcement-learningother
283
907
2020-05-18 14:53:33
TextAttack
A Python framework for building adversarial attacks on NLP models.
natural-language-processing
284
913
2020-05-19 03:19:59
aitextgen
A robust Python tool for text-based AI training and generation using GPT-2.
natural-language-processing
285
914
2020-05-19 03:25:11
How Hugging Face achieved a 2x performance boost for QA
Question Answering with DistilBERT in Node.js
natural-language-processing
286
918
2020-05-19 22:36:09
Accelerate your NLP pipelines using Hugging Face and ONNX
How the ONNX Runtime team and Hugging Face are working together to address challenges in training and deployment of Transformer models.
Pytorch framework for doing deep learning on point clouds.
computer-vision
289
922
2020-05-20 07:23:50
NLP Model Selection
NLP model selection guide to make it easier to select models. This is prescriptive in nature and has to be used with caution.
natural-language-processing
290
925
2020-05-20 16:20:28
Model-Agnostic Meta-Learning for Reinforcement Learning with TF2
Reimplementation of Model-Agnostic Meta-Learning (MAML) applied on Reinforcement Learning problems in TensorFlow 2.
reinforcement-learningother
291
927
2020-05-21 03:16:17
FashionBERT
Text and image matching with adaptive loss for cross-modal retrieval.
natural-language-processing
292
934
2020-05-21 03:45:38
📈 Automated Time Series Forecasting
This data app uses Facebook's open-source Prophet library to automatically forecast values into the future.
time-seriesother
293
935
2020-05-21 14:22:01
Look inside the workings of "Label Smoothing"
This blog post describes how and why does "trick" of label smoothing improves the model accuracy and when should we use it
computer-vision
294
938
2020-05-22 01:01:32
Content and Style Disentanglement for Artistic Style Transfer
Hi-Res style transfer and interpolation between styles
computer-vision
295
939
2020-05-22 03:08:40
Time Series Classification Using Deep Learning
In this article, I will introduce you to a new package called timeseries for fastai2 that I lately developed.
time-seriesother
297
941
2020-05-22 03:21:10
BiT: Exploring Large-Scale Pre-training for Compute
We are excited to share the best BiT models pre-trained on public datasets, along with code in TF2, Jax, and PyTorch.
computer-vision
298
947
2020-05-22 13:34:30
Self Driving Car
This project is a demonstration of a working model of self driving car 🚗🚗 identifying and following lanes using powerful computer vision 🕶🕶 algorithms.
computer-vision
299
948
2020-05-22 13:39:15
Plant Disease Detection
This website help you to detect disease in your plant🌳 based to the plant's leaf🍃 image
computer-vision
300
951
2020-05-23 03:19:00
YoloV3 implementation in keras and tensorflow 2.2
YoloV3 Real Time Object Detector in tensorflow 2.2.
computer-vision
301
952
2020-05-23 03:22:11
Face Mask Detector
A simple Streamlit frontend for face mask detection in images using a pre-trained Keras CNN model + OpenCV and model interpretability.
computer-vision
302
957
2020-05-23 09:18:52
Colbert AI
Colbert AI is a Deep Learning Language Model that generates text in the style of Stephen Colbert's famous monologues.
natural-language-processing
303
961
2020-05-23 16:01:21
How to Build Robust Embeddings for Visual Similarity Tasks
This repository I package a bunch of tips and tricks to efficiently train deep learning models in computer vision
computer-vision
304
962
2020-05-24 00:09:28
Basic ML Algorithms from scratch.
Implement basic Machine Learning Algorithms from scratch in python.
natural-language-processing
305
963
2020-05-24 03:13:28
Build your first data warehouse with Airflow on GCP
What are the steps in building a data warehouse? What cloud technology should you use? How to use Airflow to orchestrate your pipeline?
mlops
306
966
2020-05-24 10:24:03
Building an Intelligent Twitter Bot
The volume of information going through Twitter per day makes it one of the best platforms to get information on any subject of interest.
natural-language-processing
307
968
2020-05-24 16:40:46
Self Supervised Representation Learning in NLP
An overview of self-supervised pretext tasks in Natural Language Processing
natural-language-processing
308
970
2020-05-24 20:01:29
Job Classification
Job Classification done using Techniques of NLP and ML.
Dataset used from Kaggle of Indeeed job posting.
natural-language-processing
315
987
2020-05-26 13:16:48
Zero To One For NLP
A collection of all resources for learning NLP
natural-language-processing
316
989
2020-05-26 17:17:14
NLP for Developers: Shrinking Transformers | Rasa
In this video, Rasa Senior Developer Advocate Rachael will talk about different approaches to make transformer models smaller.
natural-language-processing
317
993
2020-05-27 05:26:33
DETR: End-to-End Object Detection with Transformers
A new method that views object detection as a direct set prediction problem.
computer-vision
318
997
2020-05-28 03:20:06
AutoSweep: Recovering 3D Editable Objects from a Single Photo
Fully automatic framework for extracting editable 3D objects directly from a single photograph.
computer-vision
319
1000
2020-05-28 03:33:52
CMU LTI Low Resource NLP Bootcamp 2020
A low-resource natural language and speech processing bootcamp held by the Carnegie Mellon University Language Technologies Institute in May 2020.
natural-language-processing
320
1007
2020-05-28 21:30:37
Humour.ai : Language Model that can crack Jokes
A Language model that can make you laugh. Humour.ai model tries to
complete a sentence in a humourous way given some input words.
natural-language-processing
321
1008
2020-05-29 02:28:53
face mask detection
detects whether a person wearing a mask or not
computer-vision
322
1009
2020-05-29 02:47:06
Train ALBERT for NLP with TensorFlow on Amazon SageMaker
To train BERT in 1 hour, we efficiently scaled out to 2,048 NVIDIA V100 GPUs by improving the underlying infrastructure, network, and ML framework.
natural-language-processing
323
1010
2020-05-29 02:51:39
GPT-3: Language Models are Few-Shot Learners
We show that scaling up language models greatly improves task-agnostic, few-shot performance, sometimes even reaching competitiveness with prior SOTA.
natural-language-processing
324
1013
2020-05-29 03:06:41
Guided Uncertainty-Aware Policy Optimization
Combining learning and model-based strategies for sample-efficient policy learning.
reinforcement-learningother
325
1018
2020-05-29 08:09:04
GOTURN-PyTorch
PyTorch implementation of "Learning to Track at 100 FPS with Deep Regression Networks"
computer-vision
326
1020
2020-05-29 09:54:04
Applying Modern Best Practices to Autoencoders
This project applies best modern practices found in other areas of image research to autoencoders. Comparing models from other areas of image research.
computer-vision
327
1021
2020-05-29 10:33:26
Sentiment analysis
Sentiment analysis by combining three dataset amazon,yelp, IMDb reviews to train our,model to classify if a comment is negative or positive denoted by 0 and 1.
natural-language-processing
329
1024
2020-05-29 14:15:30
Sentiment Classification for UtaPass & KKBOX Reviews
Text classification for reviews of UtaPass & KKBOX using different deep learning models.
natural-language-processing
330
1025
2020-05-29 14:18:59
Forex Prediction
Using neural networks to predict movement of forex direction.
natural-language-processing
331
1026
2020-05-29 14:24:07
Lyrics-Based Music Genre Classifier
Classify the genre (Rock, Pop, Hip-Hop, Not Available, Metal, Other, Country, Jazz, Electronic, R&B, Indie, Folk) of the song by its lyrics.
natural-language-processing
332
1028
2020-05-29 14:39:16
ARBML
Implementation of many Arabic NLP and ML projects. Providing real time experience using many interfaces like web, command line and notebooks.
natural-language-processing
333
1035
2020-05-29 16:11:11
Zero Shot Topic Classification
Bart with a classification head trained on MNLI.
natural-language-processing
334
1045
2020-05-30 01:35:24
Illustrated Guide to Transformers: Step by Step Explanation
In this post, we’ll focus on the one paper that started it all, “Attention is all you need”.
Automatically detect , annotate , collect the coordinates , convert to csv and to tfrecord
computer-vision
337
1058
2020-05-30 09:43:39
SmartFeed.ai
NLP Based Article Recommendation System
natural-language-processing
338
1059
2020-05-30 10:50:55
Wheat Detection 🌾
This is a project for detecting and creating bounding box of wheat heads 🌾.
computer-vision
339
1068
2020-05-30 18:20:40
Effects of News Sentiments on Stock Predictions
Project is based on the Natural Language Processing technique called Sentiment Analysis. Stock market and news related to it as the subject of analysis.
natural-language-processing
340
1069
2020-05-30 20:04:49
NLP News Category
The objective of this repository is to create a NLP bot for when you give the robot the headline of the news and a short description it will return the genre.
natural-language-processing
351
1107
2020-06-01 14:52:29
2nd Place Solution to Ship Identification Hackathon
The problem statement was to identify the type of ship from photos taken from the survey boats. The hackathon was organized by Analytics Vidhya.
computer-vision
352
1110
2020-06-01 16:44:55
Deep learning Architecture: AlexNet
Explaining network architecture for AlexNet
computer-vision
353
1111
2020-06-01 18:13:26
Movement Pruning: Adaptive Sparsity by Fine-Tuning
We propose the use of movement pruning, a simple, deterministic first-order weight pruning method that is more adaptive to pretrained model fine-tuning.
natural-language-processing
354
1112
2020-06-01 18:57:31
Document search engine
NLP based search engine for single page pdf files.
natural-language-processing
355
1115
2020-06-01 21:07:53
Softbot design with WANNS
Soft robots are robots built from highly compliant materials, similar to those found in living organisms. This project explored CPPNs and WANNs to design them
reinforcement-learningother
356
1121
2020-06-02 05:07:17
Motion2Vec
Semi-Supervised Representation Learning from Surgical Videos
computer-vision
357
1122
2020-06-02 05:10:18
Machine Learning: Tests and Production
Best practices for testing ML-based systems.
mlops
366
1151
2020-06-03 07:25:27
Web Mining and Information theory
Mining the Web and playing with Natural Language processing. Implementing Information retrieval System tasks. Going towards the NLP and Performing Machine Learning algorithms. Through these codes and problems, I have understood the information retrieval process of any search engine. These are very useful problems towards sentiment analysis.
natural-language-processing
367
1162
2020-06-03 22:05:30
Deep Q-Network on Space Invaders.
This is a PyTorch implementation of a Deep Q-Network agent trained to play the Atari 2600 game of Space Invaders.
reinforcement-learningother
368
1165
2020-06-04 03:53:43
YOLOv4
A TensorFlow 2.0 implementation of YOLOv4: Optimal Speed and Accuracy of Object Detection.
computer-vision
369
1166
2020-06-04 03:55:53
Acme: A Research Framework for Reinforcement Learning
A library of reinforcement learning components and agents.
reinforcement-learningother
370
1176
2020-06-04 09:10:07
doc2vec Paragraph Embeddings for Text Classification
Text classification model which uses gensim's Doc2Vec for generating paragraph embeddings and scikit-learn Logistic Regression for classification.
natural-language-processing
371
1178
2020-06-04 12:19:52
Machine Learning with Fastai
The fastai library is based on research into deep learning best practices undertaken at fast.ai, and includes support for Vision, Text, tabular and Collab
computer-vision
372
1180
2020-06-04 14:58:19
The Transformer … “Explained”?
An intuitive explanation of the Transformer by motivating it through the lens of CNNs, RNNs, etc.
natural-language-processing
373
1181
2020-06-04 16:28:24
TensorflowTTS: Real-Time SOTA Speech Synthesis for Tensorflow 2.0
TensorflowTTS provides real-time state-of-the-art speech synthesis architectures such as Tacotron2, Melgan, FastSpeech.
natural-language-processing
374
1185
2020-06-04 22:36:31
PyTorch Transformers Tutorials
A set of annotated Jupyter notebooks, that give user a template to fine-tune transformers model to downstream NLP tasks such as classification, NER etc.
natural-language-processing
375
1192
2020-06-05 04:28:52
BERT Summarization
This folder contains colab notebooks that guide you through the summarization by BERT and GPT-2 to play with your data.
natural-language-processing
376
1194
2020-06-05 04:35:14
Divide Hugging Face Transformers Training Time By 2
Reducing training time helps to iterate more in a fixed budget time and thus achieve better results.
natural-language-processing
377
1199
2020-06-05 15:39:56
How NLP has evolved for Financial Sentiment Analysis
Do we still need humans to read boring financial statements?
natural-language-processing
378
1202
2020-06-05 17:51:33
The NLP Pandect - All NLP resources in one place
The NLP Pandect was created to help you find almost anything related to Natural Language Processing that is available online.
natural-language-processing
379
1203
2020-06-05 18:18:18
Summary of 🤗 Transformers Models
A high-level summary of the differences between each model in HuggingFace's Transformer library.
natural-language-processing
380
1204
2020-06-05 22:56:38
Snaked: Classifying Snake Species using Images
Proof of concept that it is possible to identify snake species and whether poisonous from photographs (PyTorch code/model with Android app)
computer-vision
381
1211
2020-06-06 15:13:13
Literate Lamp: Answering Question with Common Sense
We study the problem of answering questions that require common sense to be answered using Transformer-based models and the ConceptNet knowledge base.
natural-language-processing
382
1215
2020-06-06 19:00:39
Pytorch Faster RCNN
Fine Tune Faster RCNN in pytorch for your task.
computer-vision
383
1222
2020-06-07 04:34:58
Paragraph Summarizer
Uses the extractive way of summarizing the text by finding the score and ranking it.
natural-language-processing
384
1223
2020-06-07 04:39:32
Leafy: Plant Leaf Classifier
The sequential model trained on images from the leafsnap.com
computer-vision
385
1236
2020-06-07 21:03:31
COVID-Q: A Dataset of 1,690 Questions about COVID-19
This dataset consists of COVID-19 questions which have been annotated into a broad category (e.g. Transmission, Prevention) and a more specific class such that
natural-language-processing
386
1237
2020-06-08 03:43:45
Keras notifications on Slack!
Get slack notifications of your model's training progress when training with Keras (or tf.keras)
computer-vision
400
1275
2020-06-10 05:24:07
Exploration Strategies in Deep Reinforcement Learning
Exploitation versus exploration is a critical topic in reinforcement learning. This post introduces several common approaches for better exploration in Deep RL.
Automatically Generate Multiple Choice Questions (MCQs) from any content with BERT Summarizer, Wordnet, and Conceptnet
natural-language-processing
402
1287
2020-06-10 18:27:24
BERT Loses Patience: Fast and Robust Inference with Early Exit
Patience-based Early Exit, a inference method that can be used as a plug-and-play technique to simultaneously improve the efficiency of a pretrained LM.
natural-language-processing
403
1298
2020-06-11 04:18:27
PEGASUS: a SOTA model for Abstractive Text Summarization
A State-of-the-Art Model for Abstractive Text Summarization.
natural-language-processing
404
1301
2020-06-11 04:29:24
Big GANs Are Watching You
We demonstrate that object saliency masks for GAN-produced images can be obtained automatically with BigBiGAN.
computer-vision
405
1309
2020-06-11 19:04:31
Sentiment Analysis on News Article
Used Twitter API to extract news-related tweets. Did some preprocessing and then calculated the tweets' polarity.
natural-language-processing
406
1310
2020-06-11 20:30:38
GPT-3 Language Model: A Technical Overview
Technical details of the GPT-3 model, training, inference and what to expect next.
natural-language-processing
407
1312
2020-06-11 20:37:47
OpenAI API
API for accessing new AI models developed by OpenAI.
natural-language-processing
412
1372
2020-06-13 17:21:43
How to Evaluate Longformer on TriviaQA using NLP
We will evaluate a pretrained LongformerForQuestionAnswering model on the validation dataset of TriviaQA.
natural-language-processing
413
1374
2020-06-13 17:28:13
Extracting Structured Data from Templatic Documents
Automatically extract data from structured documents—invoices, receipts, etc.—with the potential to streamline many business workflows.
computer-vision
414
1392
2020-06-13 20:58:33
StackOver Flow Data Analysis
Analysing certain aspects of the stack overflow data and creating "Tag Predictor" which predicts tag based on the post posted.
natural-language-processing
415
1398
2020-06-14 05:51:06
Super-resolution Variational Auto-Encoders
VAE with RealNVP prior and Super-Resolution VAE in PyTorch.
computer-vision
416
1399
2020-06-14 05:57:16
Video object grounding
Video object grounding using semantic roles in language description.
computer-vision
417
1418
2020-06-14 17:43:34
Short Notes on Behavior Regularized Offline RL
Blog Article on Behavior Regularized Offline Reinforcement Learning by Yifan Wu et al. (2019)
reinforcement-learningother
418
1423
2020-06-14 22:10:57
Entity Embedding with LSTM for Time-Series
Demonstration of using LSTM for forecasting with structured time-series data, containing categorical and numerical features.
time-seriesother
422
1438
2020-06-15 11:06:35
Multimodal Meme Classification
UNITER has given state of the art results in various image-text related problems. This project aims at finetuning UNITER to solve Hateful memes challenge
computer-vision
423
1453
2020-06-16 01:32:49
Interpretable Machine Learning for Computer Vision
Recent progress we made on visualization, interpretation, and explanation methodologies for analyzing both the data and the models in computer vision.
computer-vision
424
1455
2020-06-16 02:32:53
Predicting Unintentional Action in Video
We introduce a dataset of in-the-wild videos of unintentional action, as well as a suite of tasks for recognizing, localizing, and anticipating its onset.
computer-vision
425
1457
2020-06-16 02:46:25
Synthesizing High-Resolution Images with StyleGAN2
Developed by NVIDIA Researchers, StyleGAN2 yields state-of-the-art results in data-driven unconditional generative image modeling.
computer-vision
426
1458
2020-06-16 02:51:13
PIFuHD: High-Resolution 3D Human Digitization
This repository contains a pytorch implementation of "Multi-Level Pixel-Aligned Implicit Function for High-Resolution 3D Human Digitization".
computer-vision
427
1460
2020-06-16 03:21:07
Instance Shadow Detection
Instance shadow detection aims to find shadow instances paired with object instances.
computer-vision
428
1461
2020-06-16 03:24:02
Detectron2
FAIR's next-generation platform for object detection and segmentation.
computer-vision
429
1473
2020-06-16 22:37:58
tslearn
A machine learning toolkit dedicated to time-series data.
time-seriesother
430
1475
2020-06-16 22:45:15
PyTorch3D
FAIR's library of reusable components for deep learning with 3D data.
computer-vision
431
1476
2020-06-16 22:48:45
Course Review - Causal Inference
Types of understanding that causal inference researchers value.
reinforcement-learningother
432
1478
2020-06-16 22:56:31
Unsupervised Learning of Probably Symmetric Deformable 3D Objects
A method to learn 3D deformable object categories from raw single-view images, without external supervision.
computer-vision
433
1480
2020-06-16 23:06:13
A Guide to Natural Language Processing With AllenNLP
basics of using AllenNLP
natural-language-processing
434
1482
2020-06-17 12:12:03
Real Time Object Detection using CNN YOLO
This project is done on real time object detection using a deep learning object detection algorithm i.e., YOLO.
computer-vision
435
1483
2020-06-17 14:38:33
Short Notes on Model-Based Offline Reinforcement Learning (MOReL)
Blog article on Model-Based Offline Reinforcement Learning (MOReL) paper by Rahul Kidambi & Aravind Rajeswaran et al.
reinforcement-learningother
436
1491
2020-06-18 00:04:34
Image GPT: Generative Pretraining from Pixels
Transformers trained on pixel sequences can generate coherent image completions and samples.
computer-vision
437
1492
2020-06-18 00:06:53
Q*BERT
Agents that build knowledge graphs and explore textual worlds by asking questions.
natural-language-processing
438
1499
2020-06-18 13:41:39
History of Language Models - Alec Radford
A quick history of language models
natural-language-processing
443
1519
2020-06-20 05:40:46
Image and Bounding Box Annotation Slicer
This easy-to-use library slices (also resizes) images and its bounding box annotations into tiles of specific sizes or any arbitrary number of equal parts. ✂️
computer-vision
444
1525
2020-06-20 16:21:38
Huggingtweets
This is a streamlit app built around the huggingtweets project. I fine-tune a pre-trained gpt2 model to tweet like a user given twitter handle.
natural-language-processing
445
1528
2020-06-20 22:06:48
The Future of Computer Vision is Self-Supervised Learning
Talk by Yann Lecun on the applications of self-supervised learning on computer vision during CVPR 2020.
computer-vision
446
1529
2020-06-20 22:11:14
Using Selective Attention in Reinforcement Learning Agents
In this work, we establish that self-attention can be viewed as a form of indirect encoding, which enables us to construct highly parameter-efficient agents.
reinforcement-learningother
447
1539
2020-06-21 12:45:42
A Visual Guide to FastText Word Embeddings
A deep-dive into how FastText enriches word vectors with sub-word information
natural-language-processing
448
1542
2020-06-21 20:46:12
Autocoder - Finetuning GPT-2 for Auto Code Completion
A basic and simple tool for code auto completion, built upon GPT-2
natural-language-processing
449
1546
2020-06-22 00:46:32
DeepSNAP
Python library assists deep learning on graphs.
graph-learningother
450
1547
2020-06-22 00:50:30
RoBERTa meets TPUs
Understanding and applying the RoBERTa model to the current challenge.
natural-language-processing
451
1549
2020-06-22 01:00:45
Deep Model-Based RL for Real-World Robotic Control
Short talk about model-based RL by Sergey Levine.
reinforcement-learningother
452
1551
2020-06-22 03:17:48
Pokemon Classifier
I want to build a classifier that can classify 150 types of Pokemon.
computer-vision
453
1552
2020-06-22 03:45:01
Workshop on Scalability in Autonomous Driving - Andrej Karpathy
An overview of autonomous driving and computer vision at Tesla.
computer-vision
454
1560
2020-06-22 15:56:00
Battle-Tested Techniques for Scoping Machine Learning Projects
One of the challenges of managing an ML project is project scoping. Even small changes in data or architecture can create huge differences in model outputs.
mlops
455
1563
2020-06-22 16:04:10
Classify photos in 600 classes using nine million Open Images
If you’re looking build an image classifier but need training data, look no further than Google Open Images.
computer-vision
460
1580
2020-06-24 03:00:16
What I Learned From Looking at 200 Machine Learning Tools
To better understand the landscape of available tools for machine learning production, I decided to look up every AI/ML tool I could find.
mlops
461
1581
2020-06-24 03:04:31
Discovering Symbolic Models from Deep Learning w/ Inductive Bias
A general approach to distill symbolic representations of a learned deep model by introducing strong inductive biases.
graph-learningother
462
1585
2020-06-24 03:18:20
Breaking the cycle—Colleagues are all you need
A novel approach to performing image-to-image translation between unpaired domains.
computer-vision
463
1587
2020-06-24 03:25:25
Deep Learning Based Text Classification: A Comprehensive Review
An overview of deep learning approaches to text classification.
natural-language-processing
464
1589
2020-06-24 03:33:09
jiant
A software toolkit for research on general-purpose text understanding models.
natural-language-processing
465
1592
2020-06-24 04:27:58
Text Classification
Re-implemented an article (link is given below) which was on Text classification with CNN, beside this I tried out some ML classification algorithm.
natural-language-processing
466
1595
2020-06-24 15:42:20
multi-task-NLP
A utility toolkit enabling NLP developers to easily train and infer a single model for multiple tasks.
natural-language-processing
467
1597
2020-06-25 00:17:39
Maximizing Business Impact with Machine Learning
how to effectively leverage machine learning to build intelligent products as efficiently as possible.
mlops
468
1598
2020-06-25 00:29:18
Automatic Data Augmentation for Generalization in Deep RL
We compare three approaches for automatically finding an appropriate augmentation combined with two novel regularization terms for the policy and value function
reinforcement-learningother
469
1599
2020-06-25 00:42:36
High-Fidelity Generative Image Compression
How to combine Generative Adversarial Networks and learned compression to obtain a state-of-the-art generative lossy compression system.
computer-vision
470
1602
2020-06-25 04:03:38
Unet Model for Image Segmentation With EfficientNet Encoder
Implemented using tensorflow 2.2.0 with custom train and test step.
computer-vision
471
1603
2020-06-25 10:40:56
A Million of ML Predictions at the Tip of Your Fingers
Announcement - SashiDo is breaking the barrier to Machine Learning by introducing a fully open-sourced Content Moderation Service.
computer-vision
475
1608
2020-06-26 02:31:17
Quantifying Attention Flow in Transformers
I explain two simple but effective methods, called Attention Rollout and Attention Flow
natural-language-processing
476
1614
2020-06-27 04:15:51
Natural Language Processing Roadmap
Roadmap for learning NLP topics.
natural-language-processing
477
1615
2020-06-27 04:29:04
Weight Poisoning Attacks on Pre-trained Models
How Bert can be infused with nefarious behavior, even after fine-tuning.
natural-language-processing
478
1616
2020-06-27 04:37:16
Leveraging Temporal Context for Object Detection
Object detection architecture leveraging contextual clues across time for each camera deployment in a network, improving recognition of objects
computer-vision
479
1617
2020-06-27 04:42:47
Expressive Power of Graph Neural Networks
Graph isomorphism problem, the Weisfeiler-Lehman heuristic for graph isomorphism testing, and how it can be used to analyse the expressive power of GNNs.
graph-learningother
480
1620
2020-06-27 10:27:43
rlx: A modular Deep RL library for research
"rlx" is a Deep RL library written on top of PyTorch & built for educational and research purpose.
reinforcement-learningother
481
1622
2020-06-27 14:18:13
Building AI Trading Systems
Lessons learned building a profitable algorithmic trading system using Reinforcement Learning techniques.
reinforcement-learningother
482
1623
2020-06-27 14:20:49
Introduction to NLP using Fastai
Implementing and decoding the revolutionary ULMFiT approach to train a language model on any downstream NLP task.
natural-language-processing
483
1629
2020-06-28 07:37:00
TF Lite Semantic Segmentation Models
Faster and lighter TF Lite models can perform semantic segmentation.
computer-vision
484
1630
2020-06-28 07:40:40
Semantic Segmentation + Background Removal + Style Transfer
Running multiple TF Lite models to perform semantic segmentation, remove background, and apply style transfer.
computer-vision
485
1636
2020-06-29 00:00:47
Automatic translation of the SQUAD dataset to spanish
Machine translation is used on the SQuAD dataset to produce an equivalent dataset in Spanish. Word alignment is applied to produce a synthetic spanisQA corpus.
natural-language-processing
486
1638
2020-06-29 02:56:43
Dakshina Dataset
A collection of text in both Latin and native scripts for 12 South Asian languages.
natural-language-processing
487
1639
2020-06-29 02:58:52
Computer Vision Recipes
This repository provides examples and best practice guidelines for building computer vision systems.
computer-vision
488
1644
2020-06-29 12:42:44
A research guide for data scientists
Tips on research from top data scientists
natural-language-processing
489
1645
2020-06-29 17:16:17
Using Data Science Pipelines for Disaster Response
Uses ETL and ML pipeline to build an NLP system for classification of messages into appropriate disaster categories
natural-language-processing
490
1646
2020-06-29 19:47:58
Twitter Turing Test
Can you guess whether this tweet is written by a human or generated by a neural network?
natural-language-processing
491
1648
2020-06-30 02:34:54
STUMPY: A Powerful and Scalable Python Library for Time Series
STUMPY is a powerful and scalable Python library for computing a Matrix Profile, which can be used for a variety of time series data mining tasks.
time-seriesother
492
1649
2020-06-30 02:39:32
Model Serving using FastAPI and streamlit
Simple example of usage of streamlit and FastAPI for ML model serving.
computer-vision
493
1650
2020-06-30 02:49:57
The Reformer - Pushing the Limits of Language Modeling
An in-depth understanding of each of the key features of the Reformer.
natural-language-processing
494
1651
2020-06-30 02:52:41
High-Resolution Image Inpainting
High-Resolution Image Inpainting with Iterative Confidence Feedback and Guided Upsampling.
computer-vision
495
1653
2020-06-30 03:01:50
MARGE: Pre-training via Paraphrasing
A retrieval model maps a document to a set of related documents, which a reconstruction model paraphrases to maximize the likelihood of the original.
natural-language-processing
496
1657
2020-06-30 18:00:11
Fast Api with Dockerization of your ML Models
In this GitHub repo you can able to know and learn how to build a fast API for testing your ML model and can test your ML model with UI and to Dockerize your ML
mlops
497
1658
2020-07-01 02:22:10
SimCLR - Contrastive Learning of Visual Representations
How to load pretrained/finetuned SimCLR models from hub modules for fine-tuning.
computer-vision
498
1662
2020-07-01 07:00:50
Image synthesis at CVPR 2020
An overview of the different approaches to image synthesis at CVPR 2020.
computer-vision
499
1663
2020-07-01 07:08:45
Sktime
A python toolbox for machine learning with time series.
time-seriesother
500
1664
2020-07-01 07:14:00
Sentiment Analysis: Key Milestones, Challenges and New Directions
An overview of sentiment analysis, it's progress and what's ahead.
natural-language-processing
501
1666
2020-07-01 07:20:52
Serverless BERT with HuggingFace and AWS Lambda
Build a serverless question-answering API with BERT, HuggingFace, the Serverless Framework, and AWS Lambda.
natural-language-processing
502
1668
2020-07-01 13:33:49
Model-based Reinforcement Learning: A Survey
A survey of the integration of both fields, better known as model-based reinforcement learning.
reinforcement-learningother
503
1677
2020-07-02 04:06:19
Building Level 3 Conversational AI Assistants
Presentations, panels, and fireside chats addressing all topics related to the creation of Level 3 AI assistants.
natural-language-processing
504
1678
2020-07-02 12:13:19
NSFW Image Classification REST API built with TensorFlow.JS
A ready-to-use & open-source NSFW Image Classification REST API built with TensorFlow.JS and NSFW.JS for effortless Content Moderation
computer-vision
505
1688
2020-07-03 04:23:58
Python Implementation of Reinforcement Learning: An Introduction
Plot replications, exercise solutions and Anki flashcards for the entire book by chapters.
reinforcement-learningother
506
1691
2020-07-03 04:40:05
The Simplest Way to Serve your NLP Model in Production w/ Python
From scikit-learn to Hugging Face Pipelines, learn the simplest way to deploy ML models using Ray Serve.
mlops
507
1698
2020-07-04 01:07:48
Learning to Cartoonize Using White-box Cartoon Representations
An approach for image cartoonization using GANs.
computer-vision
508
1699
2020-07-04 01:10:18
Reinforcement Learning Tutorial
Important reinforcement learning (RL) algorithms, including policy iteration, Q-Learning, and Neural Fitted Q.
reinforcement-learningother
509
1702
2020-07-04 04:51:18
Face Recognition Techniques
Face Detection and Recognition techniques using traditional CV and also using new deep learning method.
computer-vision
510
1704
2020-07-04 10:42:53
LSTM Forecast Model for Stock Price Prediction using Keras
Easy to understand LSTM forecast model for Stock Price Prediction. The dataset contains daywise details of the GOOGL stock from May,2019-May 2018.
time-seriesother
511
1706
2020-07-04 11:05:28
PokeZoo
A deep learning based web-app developed using the MERN stack and Tensorflow.js.
computer-vision
512
1710
2020-07-05 05:47:35
NLP-task-visualizer-app
This application designed with streamlit library will help in visualizing NLP tasks on text entered by you.
natural-language-processing
513
1721
2020-07-07 04:21:20
TensorflowTTS
Real-Time State-of-the-art Speech Synthesis for Tensorflow 2.
natural-language-processing
514
1722
2020-07-07 04:23:38
spaczz: Fuzzy matching and more for spaCy
Fuzzy matching and more functionality for spaCy.
natural-language-processing
515
1723
2020-07-07 04:26:45
BioSyn
Biomedical Entity Representations with Synonym Marginalization
natural-language-processing
516
1724
2020-07-08 04:02:50
Image Classifier: In the Browser
Using Tensorflow.js to make the prediction directly in the browser.
computer-vision
517
1726
2020-07-08 04:15:07
Photon: A Robust Cross-Domain Text-to-SQL System
A robust, modular, cross-domain NLIDB that can flag natural language input to which a SQL mapping cannot be immediately determined.
natural-language-processing
518
1728
2020-07-08 04:24:07
Bounding Box Prediction from Scratch using PyTorch
Comment Classification Using BERT (multi-language) Fine-Tuning
We are going to use BERT layer in a model applying Keras.
natural-language-processing
520
1730
2020-07-08 04:30:28
TextBrewer
a PyTorch-based model distillation toolkit for natural language processing.
natural-language-processing
521
1737
2020-07-08 18:22:40
codeBERT - Automated code docstring review with transformers
codeBERT provide a one command line to check if your code docstrings are up-to-date.
natural-language-processing
522
1748
2020-07-09 02:23:25
Continuous Machine Learning (CML)
CML helps to organize MLOps infrastructure on top of the traditional software engineering stack instead of creating separate AI platforms.
mlops
523
1750
2020-07-09 10:30:30
picTranslate: Seamless live Image Text translator
Given an image with text on it, this app can give you a new image with text modified into a different language.
computer-vision
524
1753
2020-07-10 02:44:11
TUDatasets
A collection of benchmark datasets for graph classification and regression.
graph-learningother
525
1754
2020-07-10 02:46:07
Full Stack Deep Learning
Full Stack Deep Learning helps you bridge the gap from training machine learning models to deploying AI systems in the real world.
mlops
526
1755
2020-07-10 02:51:24
Easy OCR
Ready-to-use OCR with 40+ languages supported including Chinese, Japanese, Korean and Thai.
computer-vision
527
1759
2020-07-10 18:54:54
Emotion Recognition from Tom and Jerry videos
Developed an application that classifies the emotion depicted by Tom and Jerry in each frame into one of the following : happy, angry, sad or suprised.
computer-vision
528
1767
2020-07-11 05:05:31
Imagenette
Imagenette is a subset of 10 easily classified classes from Imagenet.
computer-vision
529
1768
2020-07-11 05:08:02
TextAugment
Improving Short Text Classification through Global Augmentation Methods
natural-language-processing
530
1769
2020-07-11 05:10:10
niacin
A Python library for replacing the missing variation in your text data.
natural-language-processing
531
1771
2020-07-11 05:16:17
Albumentations
Fast image augmentation library and easy to use wrapper around other libraries.
computer-vision
532
1772
2020-07-11 05:19:05
Augmentor
Image augmentation library in Python for machine learning.
computer-vision
537
1797
2020-07-11 06:42:29
Contextualized Topic Models
A python package to run contextualized topic modeling.
natural-language-processing
538
1800
2020-07-11 06:51:58
jellyfish
🎐 a python library for doing approximate and phonetic matching of strings.
natural-language-processing
539
1802
2020-07-11 06:57:28
SentencePiece
Unsupervised text tokenizer for Neural Network-based text generation.
natural-language-processing
540
1803
2020-07-11 06:59:08
A Deep Dive into the Wonderful World of Preprocessing in NLP
A glimpse into the surprisingly deep and interesting world of preprocessing in NLP.
natural-language-processing
541
1813
2020-07-11 07:45:01
Pytest
The pytest framework makes it easy to write small tests, yet scales to support complex functional testing
mlops
542
1817
2020-07-11 07:55:23
Artifacts - Weights & Biases
Effortless pipeline tracking and production model management
mlops
543
1818
2020-07-11 08:07:35
DeepkitAI
The Open-Source Machine Learning Devtool and Training Suite.
mlops
544
1819
2020-07-11 08:14:03
Neptune.ai
The most lightweight experiment management tool that fits any workflow.
mlops
545
1820
2020-07-11 08:17:17
Rasa
An open source machine learning framework to automate text-and voice-based conversations.
natural-language-processing
546
1831
2020-07-11 11:36:26
TF Sprinkles
Fast and efficient sprinkles augmentation implemented in TensorFlow.
computer-vision
547
1834
2020-07-11 17:19:43
Laplacian Pyramid Reconstruction and Refinement for Semantic Seg.
Pytorch implementation of multi-resolution reconstruction architecture based on a Laplacian pyramid that uses skip connections.
computer-vision
548
1836
2020-07-11 18:15:19
Training a pets detector model with TFOD API (TF 2)
In this notebook, we will be training a custom object detection model using the latest TensorFlow Object Detection (TFOD) API which is based on TensorFlow 2.2.
computer-vision
549
1840
2020-07-12 00:59:27
TensorFlow 2 meets the Object Detection API
TF Object Detection API (OD API) officially supports TensorFlow 2!
computer-vision
550
1843
2020-07-12 13:35:20
Cortex
Build machine learning APIs.
mlops
551
1844
2020-07-12 16:24:10
Semi-Supervised Learning in Computer Vision
A comprehensive overview of recent semi-supervised learning methods in Computer Vision
computer-vision
552
1845
2020-07-12 21:42:52
Face Predicting Web App
Interactive Deep Learning Model that utilizes your computer webcam to predict your age and gender in seconds!
computer-vision
553
1847
2020-07-13 03:46:32
Driver Identification Based on Vehicle's telematics data
In this paper, we proposed a deep learning model, which can identify drivers from their driving behaviors based on vehicle telematics data.
computer-vision
554
1848
2020-07-13 05:00:40
Comprehensive analysis of important metrics in ML
In this work, the authors present a comprehensive analysis of important metrics in practical applications.
computer-vision
555
1851
2020-07-13 15:21:13
StreamAlert
A serverless, realtime data analysis framework which empowers you to ingest, analyze, and alert on data from any environment, using datasources and alerts.
mlops
556
1855
2020-07-14 03:17:25
ULMFiT Airline Sentiment Analysis
Transfer Learning using pretrained ULMFiT model
natural-language-processing
557
1856
2020-07-14 03:21:00
DeepDream Video Style Transfer
DeepDream on Video
computer-vision
558
1859
2020-07-14 04:01:18
You Trained a Machine Learning Model, Now What?
Three often overlooked parts of this process occur after the model is actually built: model evaluation, deployment, and monitoring.
mlops
559
1860
2020-07-14 09:53:19
NSFW Image Moderation Automation Engine built with TensorFlow.JS
An open-source NSFW Image Classifier including an Automation Engine for fast deletion & moderation built with Node.js, TensorFlow, and Parse Server
computer-vision
560
1865
2020-07-14 22:55:08
PDFTableExtract
Build a parser to extract the table in PDF document with RetinaNet
computer-vision
561
1867
2020-07-14 23:03:02
YOLOv4 With TensorFlow
YOLOv4, YOLOv4-tiny, YOLOv3, YOLOv3-tiny Implemented in Tensorflow 2.0, Android. Convert YOLO v4 .weights tensorflow, tensorrt and tflite.
computer-vision
562
1868
2020-07-15 03:52:31
Selfie2Anime with TFLite
An end-to-end tutorial with TensorFlow Lite for Selfie2Anime (U-GAT-IT).
computer-vision
563
1869
2020-07-15 20:31:37
Bridging PyTorch and TVM
Taking Hugging Face transformer BERT from PyTorch and running it on
ApacheTVM for both inference (with reasonable timings) and training.
natural-language-processing
564
1871
2020-07-16 03:58:21
Summarize a webapge
A Flask application that extracts and summarizes webpage using Natural Language Processing. Powered by nlp-akash.
natural-language-processing
565
1872
2020-07-16 04:19:37
An Icon Classifier with TensorFlow Lite Model Maker
An Icon Classifier with TensorFlow Lite Model Maker
computer-vision
566
1879
2020-07-16 17:40:33
Cross-lingual Transfer Learning - Sebastian Ruder
An overview of approaches that transfer knowledge across languages and enable us to scale NLP models to more of the world's 7,000 languages.
natural-language-processing
567
1880
2020-07-16 17:43:48
AdapterHub: A Framework for Adapting Transformers
Huggingface Transformers + Adapters
natural-language-processing
568
1882
2020-07-16 17:51:48
Object Detection with RetinaNet
Implementing RetinaNet: Focal Loss for Dense Object Detection.
computer-vision
569
1884
2020-07-17 01:41:33
Deploying your ML Model with TorchServe
In this talk, Brad Heintz walks through how to use TorchServe to deploy trained models at scale without writing custom code.
mlops
570
1886
2020-07-17 08:27:56
Medical Zoo - 3D Multi-modal Medical Image Segmentation
My articles on deep learning in medical imaging
computer-vision
571
1887
2020-07-17 16:48:13
Computer Vision Pretrained Models
A collection of computer vision pre-trained models.
computer-vision
572
1889
2020-07-17 17:20:20
NLP Pretrained Models
A collection of Natural language processing pre-trained models.
natural-language-processing
573
1896
2020-07-19 00:40:37
Machine Learning Production Pipeline
Project Flow and Landscape
mlops
574
1898
2020-07-19 00:47:53
Tempering Expectations for GPT-3 and OpenAI’s API
A closer look at the "magic" behind GPT-3 and caveats to be aware of.
natural-language-processing
575
1899
2020-07-19 03:59:41
StyleGAN Encoder
Encodes real images into the latent space of a StyleGAN model.
computer-vision
576
1900
2020-07-19 04:12:40
WikiArt StyleGAN 2 Model
A conditional StyleGAN 2 model trained on images from WikiArt
computer-vision
577
1902
2020-07-19 10:19:24
Indian Paper Currency Prediction
The trained model takes an image (Indian Paper Currency) as an input and predict the class of image from 10, 20, 50, 100, 200, 500, 2000 denomination.
computer-vision
578
1903
2020-07-19 11:31:25
Neural Style Transfer (Gatys et al., PyTorch)
My implementation of the original neural style transfer paper by Gatys et al. (In PyTorch).
computer-vision
594
1940
2020-07-21 19:01:54
Change Detection using Siamese networks
The blog is a primer on Siamese Networks and how they're used for observing change in satellite images over time, or observing facial changes as people age
computer-vision
595
1941
2020-07-21 19:13:05
My Artificial Intelligence Bookmarks
A curated list of my reads, implementations, and core concepts of Artificial Intelligence, Deep Learning, Machine Learning by best folk in the world.
natural-language-processing
596
1943
2020-07-22 03:32:30
Do we Need Deep Graph Neural Networks?
Does depth in graph neural network architectures bring any advantage?
graph-learningother
597
1945
2020-07-22 03:39:13
Pandera
A flexible and expressive pandas data validation library.
mlops
598
1952
2020-07-24 06:28:15
TensorFlow Serving
A flexible, high-performance serving system for machine learning models, designed for production environments.
mlops
599
1953
2020-07-24 06:30:44
BentoML
BentoML is an open-source framework for high-performance ML model serving.
mlops
600
1954
2020-07-24 06:43:59
Azure ML
MLOps using Azure ML.
mlops
604
1971
2020-07-27 02:30:42
Attention based YOLO: Object Detection
An easy to follow, YOLO implementation with keras lib. Used a attention based architecture to extract more fine grained information about object.
computer-vision
605
1977
2020-07-27 14:14:10
LabelDetection: simplifying the use and construction of deep dete
LabelDetection is a graphical tool that aims to facilitate all the steps required in the pipeline to construct and use a deep-learning base object detection mod
computer-vision
606
1978
2020-07-27 14:34:12
How to Set Up a Python Project For Automation and Collaboration
How to set up a Python repo with unit tests, code coverage, lint checking, type checking, Makefile wrapper, and automated build with GitHub Actions.
mlops
607
1980
2020-07-27 14:51:03
Understanding & Implementing SimCLR - an ELI5 guide
I explain the SimCLR and its contrastive loss function step by step, build image embeddings and then show how to use them to train image classifier on top.
computer-vision
608
1983
2020-07-28 04:14:12
CoreML Model Zoo
Collection of unified and converted pre-trained models.
computer-vision
609
1984
2020-07-28 04:18:00
How GPT3 Works - Visualizations and Animations
A compilation of my threads explaining GPT3.
natural-language-processing
610
1985
2020-07-28 04:19:58
Temporal Graph Networks
In this post, we describe Temporal Graph Network, a generic framework for deep learning on dynamic graphs.
graph-learningother
611
1986
2020-07-28 07:44:13
Behavioral Testing of NLP models with CheckList
An overview of the “CheckList” framework for fine-grained evaluation of NLP models
natural-language-processing
612
1992
2020-07-29 03:41:04
Time series forecasting
A thorough introduction to time series forecasting using TensorFlow.
time-seriesother
613
1993
2020-07-29 04:47:55
Real-time text detection with EAST in TFLite
Demonstrates the conversion process from the original EAST model to TFLite and how to use it on static images and also on real-time video feeds.
computer-vision
622
2013
2020-07-30 15:07:54
DeepClas4Bio
DeepClas4Bio is a project that aims to facilitate the interoperability of bioimaging tools with deep learning frameworks.
computer-vision
623
2016
2020-07-31 15:30:38
Meme Classifier Using TFlite and flutter
Meme classifier using fine tuned mobilenet. This app showcases how you can perform low latency realtime classification apps using TFlite
computer-vision
624
2020
2020-08-01 12:14:26
Text Summarization using TF-IDF Algorithm
This Article explains the TF-IDF algorithm and shows the implemtnation from scratch to summarize the text.
natural-language-processing
625
2022
2020-08-01 14:41:37
Simple Transformers
Transformers for Classification, NER, QA, Language Modeling, Language Generation, T5, Multi-Modal, and Conversational AI.
natural-language-processing
626
2024
2020-08-01 14:49:31
DeText: A Deep Neural Text Understanding Framework
DeText: A Deep Neural Text Understanding Framework for Ranking and Classification Tasks.
natural-language-processing
627
2026
2020-08-01 15:04:37
Efficient Serverless Deployment of PyTorch Models on Azure
A tutorial for serving models cost-effectively at scale using Azure Functions and ONNX Runtime.
mlops
628
2027
2020-08-01 15:27:29
Nearest Celebrity Face
Implementation of FaceNet: A Unified Embedding for Face Recognition and Clustering to find the celebrity whose face matches the closest to yours. The input face
computer-vision
631
2032
2020-08-02 20:00:23
Object tracking in 75 lines of code
Object tracking is straightforward conceptually. And if you have a good detector, simple methods can be pretty effective.
computer-vision
632
2033
2020-08-03 03:49:22
FARM: Framework for Adapting Representation Models
🏡 Fast & easy transfer learning for NLP. Harvesting language models for the industry.
natural-language-processing
633
2035
2020-08-04 02:49:24
Act - GitHub Actions locally
Run your GitHub Actions locally.
mlops
634
2038
2020-08-04 03:53:36
Curated papers & articles on DS & ML in production
Learn how organizations & business solved machine learning problems, including problem statement, research, methodology, and results.
mlops
635
2039
2020-08-04 16:45:09
Tensorflow2 Object Detection Tutorial
In this tutorial, we will be going step by step the complete training process of Tensorflow2 Object Detection.
computer-vision
636
2042
2020-08-05 02:07:24
ONNX T5
Summarization, translation, Q&A, text generation and more at blazing speed using a T5 version implemented in ONNX.
natural-language-processing
637
2043
2020-08-05 02:17:10
DeLighT: Very Deep and Light-weight Transformers
Similar or better performance than transformer-based models with significantly fewer parameters
natural-language-processing
645
2061
2020-08-06 04:59:21
Detectron 2 Demo from Facebook
This Project contains the process of getting started with Facebook FAIR's detectron2 project on windows 10 without any Nvidia GPU.
computer-vision
646
2062
2020-08-06 12:38:55
Predict Vehicle Speed From Dash Cam Video
A series of experiments attempting to predict vehicle speed from dash cam videos using optical flow and neural networks.
computer-vision
647
2098
2020-08-06 23:15:45
Digital Image Processing in Python
Play around with pixel values with Python programming language.
computer-vision
648
2100
2020-08-07 04:24:28
A 2020 guide to Semantic Segmentation
Concept of image segmentation, discuss the relevant use-cases, different neural network architectures involved in achieving the results, metrics and datasets.
computer-vision
649
2106
2020-08-08 15:06:18
Fast NST for Videos (+ person segmentation) 🎥 + ⚡💻 + 🎨 = ❤️
Create NST videos and pick separate styles for the person in the video and for the background.
computer-vision
650
2109
2020-08-09 07:24:57
Live demo : State-of-the-art MCQ Generator from any content
Demo for state-of-the-art MCQ (Multiple Choice Questions) generator from any content built using T5 transformer, HuggingFace, and Sense2vec
natural-language-processing
651
2111
2020-08-10 03:26:16
InvoiceNet
Deep neural network to extract intelligent information from PDF invoice documents.
computer-vision
652
2112
2020-08-10 03:41:31
Search for visual datasets
By task, application, class, label or format.
computer-vision
653
2113
2020-08-10 04:01:03
GAN-BERT
Enhancing the BERT training with Semi-supervised Generative Adversarial Networks.
natural-language-processing
654
2114
2020-08-10 04:03:51
tsaug
A Python package for time series augmentation.
time-seriesother
655
2116
2020-08-10 04:15:38
Machine Learning Pipelines for Kubeflow.
Kubeflow pipelines are reusable end-to-end ML workflows built using the Kubeflow Pipelines SDK.
mlops
656
2117
2020-08-10 04:17:57
Structuring Unit Tests in Python
Where to put tests, how to write fixtures and the awesomeness of test parametrization.
mlops
657
2121
2020-08-10 21:59:41
DeepR — Training TensorFlow Models for Production
DeepR is a Python library to build complex pipelines as easily as possible on top of Tensorflow.
mlops
658
2124
2020-08-11 00:20:42
Neural Architecture Search
A look at neural architecture search w.r.t search space, search algorithms and evolution strategies.
reinforcement-learningother
659
2135
2020-08-13 01:52:06
Temporal Convolutional Networks for Time-Series
We introduce several novels using TCN, including improving traffic prediction, sound event localization & detection, and probabilistic forecasting.
time-seriesother
660
2136
2020-08-13 02:05:11
Machine Learning Deployment: Shadow Mode
“How do I test my new model in production?” One answer, and a method I often employ when initially deploying models, is shadow mode.
mlops
686
2226
2020-08-27 01:54:16
Hyperparameter Optimization for 🤗 Transformers: A Guide
Basic grid search is not the most optimal, and in fact, the hyperparameters we choose can have a significant impact on our final model performance.
natural-language-processing
687
2235
2020-08-27 16:03:12
Shift-Ctrl-F: Semantic Search for the Browser
🔎: Search the information available on a webpage using natural language instead of an exact string match.
natural-language-processing
688
2238
2020-08-28 01:24:08
Spinning Up in Deep RL (OpenAI)
An educational resource to help anyone learn deep reinforcement learning.
reinforcement-learningother
689
2239
2020-08-28 07:07:39
An Introduction to Adversarial Examples in Deep Learning
This report provides an intuitive introduction to adversarial examples, discusses a wide variety of different adversarial attacks and, most notably, provides ad
computer-vision
690
2242
2020-08-29 08:10:21
Deep dive into ROI layer in Object Detection Models
In this blog post we will implement in torch ROI Pool and ROI Align models from scratch.
computer-vision
691
2245
2020-08-30 02:51:07
On the Bottleneck of Graph Neural Networks and its Implications
The mechanism of propagating information between neighbors creates a bottleneck when every node aggregates messages from its neighbors.
graph-learningother
692
2247
2020-08-30 11:48:19
Unsupervised Keyphrase Extraction
Learn about unsupervised algorithms for automatically extracting representative keyword and phrases from documents
natural-language-processing
693
2251
2020-08-31 10:05:12
Practical AI: Using NLP word embeddings to solve localization
Using NLP word vectors (word2vec, glove, etc) in a novel way to solve the problem of localization in edtech.
natural-language-processing
694
2252
2020-08-31 23:40:26
Explore then Execute
Adapting without Rewards via Factorized Meta-Reinforcement Learning
reinforcement-learningother
695
2255
2020-09-01 04:49:38
Tensorflow, Pytorch, Transformer, Fastai, etc. Tutorials
An article explaining Graph Convolutional Networks as simply as possible.
graph-learningother
697
2259
2020-09-02 23:08:03
ECCV 2020: Some Highlights
A sort of a snapshot of the conference by summarizing some papers (& listing some) that grabbed my attention.
computer-vision
698
2260
2020-09-02 23:13:20
CVPR 2020: A Snapshot
A snapshot of the conference by summarizing some papers (& listing some) that grabbed my attention.
computer-vision
699
2263
2020-09-03 23:05:32
TTT: Fine-tuning Transformers with TPUs or GPUs acceleration
TTT is short for a package for fine-tuning 🤗 Transformers with TPUs, written in Tensorflow2.0+.
natural-language-processing
700
2264
2020-09-04 01:24:22
MushroomRL
Python library for Reinforcement Learning.
reinforcement-learningother
701
2267
2020-09-04 02:50:39
What Is MLOps?
Machine learning operations, MLOps, are best practices for businesses to run AI successfully with help from an expanding software products and cloud services.
mlops
702
2268
2020-09-05 01:06:07
NLP Course | For You
This is an extension to the (ML for) Natural Language Processing course I teach at the Yandex School of Data Analysis (YSDA) since fall 2018.
natural-language-processing
703
2269
2020-09-05 01:09:06
Learning to Summarize with Human Feedback
Human feedback models outperform much larger supervised models and reference summaries on TL;DR
natural-language-processing
715
2298
2020-09-11 00:02:10
torchCDE
Differentiable controlled differential equation solvers for PyTorch with GPU support and memory-efficient adjoint backpropagation.
Parallels between recent works on latent graph learning and older techniques of manifold learning.
graph-learningother
717
2300
2020-09-11 00:11:14
Real Python Recommendation Engine
A full stack data science project that performs document similarity on RealPython.com content. Content recommendations are implemented via a Chrome extension.
natural-language-processing
718
2304
2020-09-11 17:54:04
Graph Neural Networks
A descriptive guide for Graph Neural Networks.
graph-learningother
719
2317
2020-09-14 05:32:45
End-to-end Object Detection in TensorFlow Lite
This project shows how to train a custom detection model with the TFOD API, optimize it with TFLite, and perform inference with the optimized model.
computer-vision
720
2318
2020-09-14 11:55:33
Jepto - Digital Marketing Analytics
KPI Prediction and Anomaly Detection of digital marketing data for both technical and non-technical marketers and business owners.
time-seriesother
721
2319
2020-09-14 19:21:33
Cartoonizer with TensorFlow.js
An app to turn your photos into cartoon-styled images 🎨 within your browsers using White-box Cartoonization GAN.
computer-vision
722
2325
2020-09-16 13:43:20
Implementing Content-Based Image Retrieval with Siamese Networks
With content-based image retrieval, we refer to the task of finding images containing attributes which are not in the image metadata, but in its visual content.
computer-vision
723
2326
2020-09-17 00:18:51
NLP for Developers: Multilingual NLP | Rasa
In this video, Rasa Developer Advocate Rachael will talk about common approaches to handle language input in more than one language.
natural-language-processing
724
2327
2020-09-17 15:36:45
Paint with Machine Learning
This web app allows you to create a landscape painting in the style of Bob Ross using a deep learning model served using a Spell model server.
computer-vision
725
2328
2020-09-17 16:04:29
Distilling Knowledge in Neural Networks
This project demonstrates the compelling model optimization technique - knowledge distillation with code walkthroughs in TensorFlow.
computer-vision
726
2332
2020-09-18 08:49:55
Recurrent Neural Networks: building GRU cells VS LSTM cells
What are the advantages of RNN’s over transformers? When to use GRU’s over LSTM? What are the equations of GRU really mean? How to build a GRU cell in Pytorch?
natural-language-processing
727
2341
2020-09-20 00:34:03
PyTorch Forecasting
Time series forecasting with PyTorch.
time-seriesother
728
2342
2020-09-20 03:24:58
Norfair
Lightweight Python library for adding real-time 2D object tracking to any detector.
computer-vision
729
2344
2020-09-21 00:20:00
Labelai
Labelai is an online tool designed to label images, useful for training AI models.
computer-vision
730
2345
2020-09-21 00:26:02
Remo
🐰 Python lib for remo - the app for annotations and images management in Computer Vision.
computer-vision
731
2348
2020-09-21 23:47:06
Layered Neural Rendering for Retiming People in Video
Manipulating and editing the time in which different motions of individuals in the video occur.
computer-vision
732
2351
2020-09-22 03:42:58
Simple Transformers: Transformers Made Easy
Simple Transformers removes complexity and lets you get down to what matters – model training and experimenting with the Transformer model architectures.
natural-language-processing
733
2353
2020-09-22 13:04:04
TF Geometric
Efficient and Friendly Graph Neural Network Library for TensorFlow 1.x and 2.x.
graph-learningother
734
2356
2020-09-23 04:56:15
Part 2: Deep Representations, a way towards neural style transfer
A top-down approach to conceiving neural style transfer
computer-vision
735
2357
2020-09-23 10:27:15
Sudoku Solver
Solving Sudoku by extracting the puzzle from photo using Computer Vision and OCR and solving it.
computer-vision
736
2360
2020-09-23 13:56:29
3D Face: Fast, Accurate and Stable Reconstruction
This work extends the previous work 3DDFA, named 3DDFA_V2, titled Towards Fast, Accurate and Stable 3D Dense Face Alignment, accepted by ECCV 2020.
computer-vision
737
2368
2020-09-25 07:47:27
TableQA
AI tool for querying natural language on tabular data like csvs and other dataframes.
natural-language-processing
738
2369
2020-09-25 15:44:08
GP-GAN: Towards Realistic High-Resolution Image Blending
Blending composite images using a generative model and a Gaussian-Poisson equation with a Laplacian Pyramid
computer-vision
739
2371
2020-09-25 18:10:13
From Research to Production with Deep Semi-Supervised Learning
Semi-Supervised Learning (SSL) has blossomed in the deep learning research community — we share lessons learned over 15 months of taking SSL into production.
mlops
740
2372
2020-09-25 18:39:59
A spaced repetition app for keeping your reinforcement learning
We aim to keep your reinforcement learning knowledge fresh by periodically reminding you of concepts making you a master of RL knowledge!!
reinforcement-learningother
741
2373
2020-09-25 22:41:22
GraphNorm
A Principled Approach to Accelerating Graph Neural Network Training.
graph-learningother
742
2384
2020-09-27 08:42:46
Intro to Facebook Prophet
Everything you need to know when starting out with Facebook’s time series forecasting tool
time-seriesother
743
2387
2020-09-27 14:22:51
GitHub Actions for Machine Learning
This presentation discusses the use of GitHub Actions to automate certain steps of a toy ML project.
mlops
744
2388
2020-09-27 22:09:32
SemTorch
Different deep learning architectures definitions that can be applied to image segmentation.
computer-vision
745
2389
2020-09-28 05:34:15
bingoset - CLI tool to create image dataset.
CLI Toolkit to quickly create an image dataset using Bing Image Search API.
computer-vision
746
2395
2020-09-28 22:51:23
Python caching in GitHub Actions
How to speed up slow Python builds in GitHub Actions with effective caching.
mlops
747
2396
2020-09-29 00:36:12
EfficientDet meets Pytorch Lightning
Beginner friendly guide to object detection using EfficientDet.
computer-vision
748
2397
2020-09-29 02:15:46
Optimizing MobileDet for Mobile Deployments
Learn about the criticalities of effectively optimizing MobileDet object detectors for mobile deployments.
computer-vision
749
2402
2020-09-30 22:11:07
Adapting Text Augmentation to Industry Problems
In this post I will talk about the recent advances in exploiting language models for data generation and also show how, where we can implement them in Industry.
natural-language-processing
750
2404
2020-09-30 22:22:07
12 Factors of Reproducible Machine Learning in Production
We took our experience to deduce 12 factors (as a nod to the 12 factor app) that build the backbone of successful ML in production.
mlops
751
2410
2020-10-01 13:42:23
Serving PyTorch models in production with the Amazon SageMaker
TorchServe is now natively supported in Amazon SageMaker as the default model server for PyTorch inference.
mlops
752
2411
2020-10-01 14:55:12
How to Make Sense of the Reinforcement Learning Agents?
What and Why I Log During Training and Debug?
reinforcement-learningother
753
2412
2020-10-01 18:50:05
Introduction to 3D Medical Imaging: Preprocessing & Augmentations
Learn how to apply 3D transformations for medical image preprocessing and augmentation, to setup your awesome deep learning pipeline.
computer-vision
755
2417
2020-10-02 09:44:25
Parallelizing Prophet Cross-Validation with Dask
Applied Example w/ Code
time-seriesother
756
2418
2020-10-02 10:16:17
Top Research Papers from the ECML-PKDD 2020 Conference
ECML-PKDD -> selectionof the best reaesch papers
reinforcement-learningother
757
2419
2020-10-02 15:37:27
GANs in Computer Vision Free Ebook / Article-series
This free ebook/article-series follows the chronological order of 20 peer-reviewed highly-cited papers as they presented in a series of 6 articles.
computer-vision
758
2422
2020-10-02 21:48:21
Pattern-Exploiting Training (PET)
This repository contains the code for "Exploiting Cloze Questions for Few-Shot Text Classification and Natural Language Inference"
natural-language-processing
759
2423
2020-10-03 20:27:36
Imaginaire
NVIDIA PyTorch GAN library with distributed and mixed precision support.
computer-vision
760
2430
2020-10-05 10:09:28
Transection: Transformers for English to Chinese Translation 基于t
Tutorials on how to fine-tune a BART based transformer for English to Chinese translation.
natural-language-processing
761
2431
2020-10-05 12:36:02
A Survey of the State of Explainable AI for NLP
Overview of the operations and explainability techniques currently available for generating explanations for NLP model predictions.
natural-language-processing
762
2432
2020-10-05 13:09:58
Topic Modeling with BERT
Leveraging 🤗 Transformers and a class-based TF-IDF to create dense clusters allowing for easily interpretable topics.
natural-language-processing
763
2434
2020-10-06 02:13:01
OpenMMLab Computer Vision
MMCV is a python library for CV research and supports many research projects such as object detection, segmentation, pose estimation, action classification.
computer-vision
764
2436
2020-10-06 13:29:44
Machine Learning Methods Explained (+ Examples)
Most common techniques used in data science projects; get to know them through easy-to-understand examples and put them into practice in your own ML projects!
reinforcement-learningother
765
2437
2020-10-06 14:53:39
Rasoee
A powerful web and mobile application that identifies food dishes from a given input image, and provides an ingredient list along with relevant recipes.
80,2020-03-20 05:59:32,NeRF: Neural Radiance Fields,Representing scenes as neural radiance fields for view synthesis.,computer-vision
84,2020-03-20 15:18:43,Mention Classifier,"Category prediction model
84,2020-03-20 15:18:43,Mention Classifier,"Category prediction model
This repo contains AllenNLP model for prediction of Named Entity categories by its mentions.",natural-language-processing
107,2020-03-21 23:09:03,Plant Fruit Classifier,Building a world-class image classifier model with a custom dataset.,computer-vision
126,2020-03-25 15:05:27,Unet Implementation is Keras with GPU,Vector Map generation from aerial imagery using deep learning GeoSpatial UNET,computer-vision
130,2020-03-25 16:55:31,Gymnast Pose Analysis,"Pose modelling for gymnasts using open-pose and open-cv.
130,2020-03-25 16:55:31,Gymnast Pose Analysis,"Pose modelling for gymnasts using open-pose and open-cv.
",computer-vision
131,2020-03-25 17:00:54,EfficientDet: Scalable and Efficient Object Detection,Implementation EfficientDet: Scalable and Efficient Object Detection in PyTorch.,computer-vision
136,2020-03-26 17:22:36,Finetune: Scikit-learn Style Model Finetuning for NLP,Finetune is a library that allows users to leverage state-of-the-art pretrained NLP models for a wide variety of downstream tasks.,natural-language-processing
141,2020-03-28 17:41:42,First Order Motion Model for Image Animation,Generating a video sequence so that an object in a source image is animated according to the motion of a driving video.,computer-vision
142,2020-03-28 17:49:20,TorchIO: Medical Image Processing in Deep Learning and PyTorch,Tools for medical image processing in deep learning and PyTorch,computer-vision
144,2020-03-29 18:23:06,Finetuning Transformers with JAX + Haiku,"Walking through a port of the RoBERTa pre-trained model to JAX + Haiku, then fine-tuning the model to solve a downstream task.",natural-language-processing
218,2020-04-06 11:29:57,Distributional RL using TensorFlow2,🐳 Implementation of various Distributional Reinforcement Learning Algorithms using TensorFlow2.,reinforcement-learning
218,2020-04-06 11:29:57,Distributional RL using TensorFlow2,🐳 Implementation of various Distributional Reinforcement Learning Algorithms using TensorFlow2.,other
220,2020-04-06 15:19:59,Module 2: Convolutional Neural Networks - CS231n ,In Lecture 5 we move from fully-connected neural networks to convolutional neural networks.,computer-vision
249,2020-04-06 19:20:12,makesense.ai,Free to use online tool for labelling photos.,computer-vision
264,2020-04-06 21:33:32,The Unreasonable Effectiveness of Recurrent Neural Networks,A close look at how RNNs are able to perform so well.,natural-language-processing
268,2020-04-06 21:51:55,A Gentle Introduction to Text Summarization in Machine Learning,Text summarization is the technique for generating a concise and precise summary of voluminous texts while focusing on the sections that convey useful info.,natural-language-processing
285,2020-04-07 03:45:03,A (Long) Peek into Reinforcement Learning,"In this post, we are gonna briefly go over the field of Reinforcement Learning (RL), from fundamental concepts to classic algorithms.",reinforcement-learning
285,2020-04-07 03:45:03,A (Long) Peek into Reinforcement Learning,"In this post, we are gonna briefly go over the field of Reinforcement Learning (RL), from fundamental concepts to classic algorithms.",other
305,2020-04-07 20:00:37,Question Answering with a Fine-Tuned BERT,What does it mean for BERT to achieve “human-level performance on Question Answering”?,natural-language-processing
314,2020-04-08 00:06:21,The Autonomous Learning Library,A PyTorch library for building deep reinforcement learning agents.,reinforcement-learning
314,2020-04-08 00:06:21,The Autonomous Learning Library,A PyTorch library for building deep reinforcement learning agents.,other
317,2020-04-08 00:14:27,COCO Annotator,"✏️ Web-based image segmentation tool for object detection, localization and key points.",computer-vision
328,2020-04-08 14:29:22,ProteinGCN: Protein model quality assessment using GCNs,Source code for the paper: ProteinGCN: Protein model quality assessment using Graph Convolutional Networks.,graph-learning
328,2020-04-08 14:29:22,ProteinGCN: Protein model quality assessment using GCNs,Source code for the paper: ProteinGCN: Protein model quality assessment using Graph Convolutional Networks.,other
344,2020-04-08 16:11:28,Tokenizers,💥Fast State-of-the-Art Tokenizers optimized for Research and Production.,natural-language-processing
353,2020-04-08 17:08:41,Keras OCR,A packaged and flexible version of the CRAFT text detector and Keras CRNN recognition model. ,computer-vision
384,2020-04-08 21:22:25,Visualizing Memorization in RNNs,Inspecting gradient magnitudes in context can be a powerful tool to see when recurrent units use short-term or long-term contextual understanding.,natural-language-processing
@ -46,22 +46,22 @@ This repo contains AllenNLP model for prediction of Named Entity categories by i
569,2020-04-18 13:32:36,An Introduction to Transfer Learning and HuggingFace,In this talk I'll start by introducing the recent breakthroughs in NLP that resulted from the combination of Transfer Learning schemes and Transformer architect,natural-language-processing
570,2020-04-19 17:40:48,Introduction to Image Inpainting With Deep Learning,"In this article, we are going to learn how to do “image inpainting”, i.e. fill in missing parts of images precisely using deep learning.",computer-vision
579,2020-04-20 00:53:19,Transfer Learning & Fine-Tuning With Keras,Your 100% up-to-date guide to transfer learning & fine-tuning with Keras.,computer-vision
582,2020-04-20 21:38:50,CS285: Deep Reinforcement Learning,"A course on deep reinforcement learning, transfer and multi-task learning.",reinforcement-learning
582,2020-04-20 21:38:50,CS285: Deep Reinforcement Learning,"A course on deep reinforcement learning, transfer and multi-task learning.",other
594,2020-04-21 23:25:53,TorchServe & TorchElastic PyTorch Libraries for Serving/Training,The officially supported way to deploy and manage models with PyTorch.,mlops
600,2020-04-22 17:37:25,Building a Simple Chatbot from Scratch in Python (using NLTK),A look at retrieval based and generative conversational AI for creating chatbots.,natural-language-processing
612,2020-04-23 13:56:46,Implementing DCGANs using PyTorch C++ API (Libtorch),"The blog discusses the paper review of DCGANs and implementation using PyTorch C++ API in detail. From loading models to visualizing batch of the data, in C++! ",computer-vision
620,2020-04-23 17:26:26,ELECTRA ,"Explaining the new self-supervised task for language representation learning, ELECTRA which uses ""replace token detection"".",natural-language-processing
624,2020-04-24 00:42:41,How to Train a New Language Model From Scratch Using Transformers,"In this post we’ll demo how to train a “small” model (84 M parameters = 6 layers, 768 hidden size, 12 attention heads).",natural-language-processing
629,2020-04-24 05:01:26,ARIMA Modeling - Guide to Time Series Forecasting in Python,"How ARIMA models works . How to train and forecast using ARIMA, SARIMA, SARIMAX and find the optimal model with Python",time-series
649,2020-04-28 03:42:29,Spektral,Graph Neural Networks with Keras and Tensorflow 2.,graph-learning
629,2020-04-24 05:01:26,ARIMA Modeling - Guide to Time Series Forecasting in Python,"How ARIMA models works . How to train and forecast using ARIMA, SARIMA, SARIMAX and find the optimal model with Python",other
649,2020-04-28 03:42:29,Spektral,Graph Neural Networks with Keras and Tensorflow 2.,other
666,2020-04-29 12:10:43,AIDeveloper,"GUI-based software for training, evaluating and applying deep neural nets for image classification ",computer-vision
671,2020-04-29 23:22:43,MedCAT - Medical Concept Annotation Tool,A tool used to extract information from Electronic Health Records (EHRs) and link it to biomedical ontologies like SNOMED-CT and UMLS.,natural-language-processing
681,2020-05-01 16:25:34,The AI Economist,Improving Equality and Productivity with AI-Driven Tax Policies,reinforcement-learning
681,2020-05-01 16:25:34,The AI Economist,Improving Equality and Productivity with AI-Driven Tax Policies,other
684,2020-05-01 16:48:19,WT5?! Training Text-to-Text Models to Explain their Predictions,We leverage the text-to-text framework proposed by Raffel et al.(2019) to train language models to output a natural text explanation alongside their prediction.,natural-language-processing
689,2020-05-01 17:51:53,Ensemble Forecasts ,"Time series forecasting using classical methods (ETS, Holt-Winter's, SARIMA) and Prophet. I show and discuss advantages of Ensemble Forecast",time-series
703,2020-05-04 05:09:59,Implementing Graph Neural Networks with JAX,I’ll talk about my experience on how to build and train Graph Neural Networks (GNNs) with JAX.,graph-learning
705,2020-05-04 14:13:13,Deep Learning With Graph-Structured Representations,Novel approaches based on the theme of structuring the representations and computations of neural network-based models in the form of a graph.,graph-learning
706,2020-05-04 14:18:58,GNNExplainer: Generating Explanations for Graph Neural Networks,General tool for explaining predictions made by graph neural networks (GNNs).,graph-learning
689,2020-05-01 17:51:53,Ensemble Forecasts ,"Time series forecasting using classical methods (ETS, Holt-Winter's, SARIMA) and Prophet. I show and discuss advantages of Ensemble Forecast",other
703,2020-05-04 05:09:59,Implementing Graph Neural Networks with JAX,I’ll talk about my experience on how to build and train Graph Neural Networks (GNNs) with JAX.,other
705,2020-05-04 14:13:13,Deep Learning With Graph-Structured Representations,Novel approaches based on the theme of structuring the representations and computations of neural network-based models in the form of a graph.,other
706,2020-05-04 14:18:58,GNNExplainer: Generating Explanations for Graph Neural Networks,General tool for explaining predictions made by graph neural networks (GNNs).,other
710,2020-05-05 04:01:24,Differential Subspace Search in High-Dimensional Latent Space,"Differential subspace search to allow efficient iterative user exploration in such a space, without relying on domain- or data-specific assumptions.",computer-vision
723,2020-05-05 19:45:50,DeepWay: Autonomous navigation for blind.,I have tried to make something which can be used by blind people to navigate around the streets. Have a look at the video and GitHub repo for details.,computer-vision
737,2020-05-06 18:06:04,Nature-Scene Classification using FASTAI,Classifying Nature-scene images using deep learning with fastai library,computer-vision
@ -73,10 +73,10 @@ This repo contains AllenNLP model for prediction of Named Entity categories by i
807,2020-05-11 02:25:51,Introduction to Machine Learning Problem Framing,This course helps you frame machine learning (ML) problems.,mlops
834,2020-05-13 04:36:33,TailorGAN: Making User-Defined Fashion Designs,Generate a photo-realistic image which combines the texture from reference A and the new attribute from reference B.,computer-vision
843,2020-05-13 14:49:21,T5 fine-tuning,A colab notebook to showcase how to fine-tune T5 model on various NLP tasks (especially non text-2-text tasks with text-2-text approach),natural-language-processing
854,2020-05-14 12:05:20,ASAP: Pooling for Graph Neural Network (AAAI 2020),ASAP is a sparse and differentiable pooling method that addresses the limitations of previous graph pooling layers.,graph-learning
854,2020-05-14 12:05:20,ASAP: Pooling for Graph Neural Network (AAAI 2020),ASAP is a sparse and differentiable pooling method that addresses the limitations of previous graph pooling layers.,other
878,2020-05-16 05:27:56,Exploratory Data Analysis on MS COCO Style Datasets,A Simple Toolkit to do exploratory data analysis on MS COCO style formatted datasets.,computer-vision
898,2020-05-17 05:11:22,Single-Stage Semantic Segmentation from Image Labels,"We attain competitive results by training a single network model
for segmentation in a self-supervised fashion using only
898,2020-05-17 05:11:22,Single-Stage Semantic Segmentation from Image Labels,"We attain competitive results by training a single network model
for segmentation in a self-supervised fashion using only
image-level annotations",computer-vision
906,2020-05-18 14:50:45,NLPAug,Data augmentation for NLP,natural-language-processing
916,2020-05-19 08:11:05,Get Subreddit Suggestions for a Post,"Trained on 4M Reddit posts from 4k Subreddits. End-to-end ML pipeline built with fasttext and FastAPI, deployed to Valohai.",natural-language-processing
1032,2020-05-29 14:50:28,Pix2Pix with Tf-js,"Implementation of web friendly ML models using TensorFlow.js. pix2pix, face segmentation, fast style transfer and many more ...",computer-vision
1056,2020-05-30 09:08:31,Font Recognition Using Deep Learning - DeepFont ( Adobe ),DeepFont Paper is a technique created by Adobe.Inc to detect font from images using deep learning . They published their work as a paper for the public .,computer-vision
1078,2020-05-31 05:04:44,Building Footprint Extraction,The project retrieves satellite imagery from Google and performs building footprint extraction using a U-Net. ,computer-vision
1114,2020-06-01 21:00:24,Reinforcement Learning in JAX,"Implementation of interesting Deep Reinforcement Learning Algorithms using JAX based libraries (flax, haiku and rlax) As of now tasks come from OpenAI gym",reinforcement-learning
1114,2020-06-01 21:00:24,Reinforcement Learning in JAX,"Implementation of interesting Deep Reinforcement Learning Algorithms using JAX based libraries (flax, haiku and rlax) As of now tasks come from OpenAI gym",other
1155,2020-06-03 15:22:11,GaborNet,Modified network architecture that focuses on improving convergence and reducing training complexity.,computer-vision
1159,2020-06-03 18:17:01,Learning To Classify Images Without Labels,A two-step approach where feature learning and clustering are decoupled.,computer-vision
1167,2020-06-04 03:58:21,From Pre-trained Word Embeddings to Pre-trained Language Models,from Static Word Embedding to Dynamic (Contextualized) Word Embedding.,natural-language-processing
1172,2020-06-04 07:01:13,Converting images to TF Records,A Colab Notebook showing how to convert an image dataset (for classification) to TF Records and more.,computer-vision
1266,2020-06-09 16:09:08,Text Classification using Bert from Tensorflow-Hub,This Tutorial helps to learn about Bert Models for Classification task on a #Tweet dataset.,natural-language-processing
1286,2020-06-10 17:24:19,Exploring Knowledge Captured in Probability of Strings,An exploration of simple knowledge captured by language models with code examples,natural-language-processing
1363,2020-06-13 13:46:44,Short Notes on Batch Constrained Deep Reinforcement Learning,Blog article on Off-Policy Deep Reinforcement Learning without Exploration paper by Fujimoto et al. (ICML 2019),reinforcement-learning
1363,2020-06-13 13:46:44,Short Notes on Batch Constrained Deep Reinforcement Learning,Blog article on Off-Policy Deep Reinforcement Learning without Exploration paper by Fujimoto et al. (ICML 2019),other
1426,2020-06-15 02:34:27,From GRU to Transformer,How recurrent units and self-attention are related to each other.,natural-language-processing
1430,2020-06-15 04:24:12,Melanoma Classification,This was Shubhamai 3-week project for working a new kaggle competition and deploying a web application to predicting benign or malignant based on images.,computer-vision
1434,2020-06-15 07:52:13,Universal Sentence Encoder Visually Explained,A deep-dive into how Universal Sentence Encoder learns to generate fixed-length sentence embeddings,natural-language-processing
1445,2020-06-15 17:49:16,Image Smoothing via L0 Gradient Minimization,This is a edge-aware image smoothing algorithm. This algorithm tries to smoothen the image while preserving the global structural information of the image. ,computer-vision
1450,2020-06-15 21:00:47,BERT NLP — How To Build a Question Answering Bot,Understanding the intuition with hands-on PyTorch code for BERT fine-tuned on SQuAD.,natural-language-processing
1451,2020-06-16 01:21:09,EfficientDet (PyTorch),A PyTorch implementation of EfficientDet faithful to the original Google implementation with ported weights.,computer-vision
1459,2020-06-16 03:06:10,SuperGlue: Learning Feature Matching with Graph Neural Networks,"SuperGlue, a neural network that matches two sets of local features by jointly finding correspondences and rejecting non-matchable points.",graph-learning
1459,2020-06-16 03:06:10,SuperGlue: Learning Feature Matching with Graph Neural Networks,"SuperGlue, a neural network that matches two sets of local features by jointly finding correspondences and rejecting non-matchable points.",other
1485,2020-06-17 16:33:50,Sudoku-Game-Solver,This is a Computer Vision Application that solves a 9x9 sudoku board game using Deep Learning and Backtracking algorithm.,computer-vision
1488,2020-06-17 19:27:36,Smart Picture Editor,Tool to automatically remove unwanted objects from photos,computer-vision
1540,2020-06-21 13:03:19,codeBERT - Masked Language Model for source code ,Tutorial to use codeBERT a MLM for Python code. Model trained from scratch using roBERTa,natural-language-processing
1588,2020-06-24 03:29:51,Multi-task Training with Hugging Face Transformers and NLP, A recipe for multi-task training with Transformers' Trainer and NLP datasets.,natural-language-processing
1600,2020-06-25 00:45:26,BERT Distillation with Catalyst,How to distill BERT with Catalyst.,natural-language-processing
1628,2020-06-28 06:12:20,Deep Reinforcement Learning Amidst Lifelong Non-Stationarity,"How can robots learn in changing, open-world environments? We introduce dynamic-parameter MDPs, to capture environments with persistent, unobserved changes. ",reinforcement-learning
1628,2020-06-28 06:12:20,Deep Reinforcement Learning Amidst Lifelong Non-Stationarity,"How can robots learn in changing, open-world environments? We introduce dynamic-parameter MDPs, to capture environments with persistent, unobserved changes. ",other
1654,2020-06-30 03:58:46,3D Detection and Domain Adaptation,1st Place Solution for Waymo Open Dataset Challenge,computer-vision
1659,2020-07-01 02:26:20,Evaluation of Text Generation: A Survey,Evaluation methods of natural language generation (NLG) and language modeling.,natural-language-processing
1661,2020-07-01 06:42:59,SpineNet: A Novel Architecture for Object Detection,"A meta architecture called a scale-permuted model that enables two major improvements on backbone architecture design,iscovered with neural architecture search.",computer-vision
1665,2020-07-01 07:17:48,BERTology Meets Biology,Interpreting Attention in Protein Language Models.,natural-language-processing
1681,2020-07-03 04:02:52,A Survey on Deep Learning for Localization and Mapping,Towards the Age of Spatial Machine Intelligence,computer-vision
1685,2020-07-03 04:12:28,Text Data Cleanup - Dynamic Embedding Visualisation,Identify noisy text in a Machine Translation dataset through dynamic text embedding visualisation.,natural-language-processing
1689,2020-07-03 04:29:04,Offline Reinforcement Learning,"Challenges, algorithms and benchmarks.",reinforcement-learning
1692,2020-07-03 04:42:45,Low-Dimensional Hyperbolic Knowledge Graph Embeddings,Low-dimensional knowledge graph embeddings that simultaneously capture hierarchical relations and logical patterns.,graph-learning
1703,2020-07-04 09:22:50,Awesome Deep RL,This project is built for people who are learning and researching on the latest deep reinforcement learning methods.,reinforcement-learning
1689,2020-07-03 04:29:04,Offline Reinforcement Learning,"Challenges, algorithms and benchmarks.",other
1692,2020-07-03 04:42:45,Low-Dimensional Hyperbolic Knowledge Graph Embeddings,Low-dimensional knowledge graph embeddings that simultaneously capture hierarchical relations and logical patterns.,other
1703,2020-07-04 09:22:50,Awesome Deep RL,This project is built for people who are learning and researching on the latest deep reinforcement learning methods.,other
1709,2020-07-05 05:25:34,Anti-Patterns in NLP (8 types of NLP idiots),A talk which discusses the recurring industrial problems in making NLP solutions. ,natural-language-processing
1717,2020-07-07 04:09:35,TaBERT,Pretraining for Joint Understanding of Textual and Tabular Data,natural-language-processing
1719,2020-07-07 04:17:11,Texthero,"Text preprocessing, representation and visualization from zero to hero.",natural-language-processing
1743,2020-07-09 01:51:41,How to Benchmark Models with Transformers,HuggingFace's Transformer library allows users to benchmark models for both TensorFlow 2 and PyTorch using the PyTorchBenchmark and TensorFlowBenchmark classes.,natural-language-processing
1756,2020-07-10 02:53:13,Linear Attention Transformer,A fully featured Transformer that mixes (QKᵀ)V local attention with Q(KᵀV) global attention (scales linearly with respect to sequence length).,natural-language-processing
1770,2020-07-11 05:12:49,imgaug,"Image augmentation for machine learning experiments.
1770,2020-07-11 05:12:49,imgaug,"Image augmentation for machine learning experiments.
",computer-vision
1779,2020-07-11 05:48:03,All Models and checkpoints - Hugging Face,"Massive (and growing) collection of NLP models are nearly any NLP tasks, especially those involving the use of transformers.",natural-language-processing
1799,2020-07-11 06:49:38,FlashText,"Extract Keywords from sentence or Replace keywords in sentences.
1799,2020-07-11 06:49:38,FlashText,"Extract Keywords from sentence or Replace keywords in sentences.
",natural-language-processing
1804,2020-07-11 07:04:25,Text Preprocessing in Python using spaCy library,"In this article, we have explored Text Preprocessing in Python using spaCy library in detail. This is the fundamental step to prepare data for applications.",natural-language-processing
1805,2020-07-11 07:12:32,Segmentation Models,"Segmentation models with pretrained backbones. Keras and TensorFlow Keras.
1805,2020-07-11 07:12:32,Segmentation Models,"Segmentation models with pretrained backbones. Keras and TensorFlow Keras.
",computer-vision
1825,2020-07-11 08:43:20,MLflow: A Machine Learning Lifecycle Platform,Open source platform for the machine learning lifecycle.,mlops
1827,2020-07-11 08:56:02,token2index,"A lightweight but powerful library to build token indices for NLP tasks, compatible with major Deep Learning frameworks like PyTorch and Tensorflow.",natural-language-processing
1866,2020-07-14 22:58:15,PYthon Automated Term Extraction,"Term extraction algorithms such as C-Value, Basic, Combo Basic, Weirdness and Term Extractor using spaCy POS tagging.",natural-language-processing
1870,2020-07-15 20:38:36,Interpretability and Analysis of Models for NLP,An in-depth look at interpretability and analysis of models for NLP (ACL 2020).,natural-language-processing
1888,2020-07-17 16:53:37,Monitoring Machine Learning Models in Production,Once you have deployed your machine learning model to production it rapidly becomes apparent that the work is not over.,mlops
1901,2020-07-19 08:31:43,Quora Question Pair Similarity,"Identify which questions asked on Quora are duplicates of questions that have already been asked. Using Text features, classifying them as duplicates or not.
1901,2020-07-19 08:31:43,Quora Question Pair Similarity,"Identify which questions asked on Quora are duplicates of questions that have already been asked. Using Text features, classifying them as duplicates or not.
",natural-language-processing
1905,2020-07-19 14:51:57,PyTorch CNN Trainer,A simple package to fine-tune CNNs from torchvision and Pytorch Image models by Ross Wightman.,computer-vision
1935,2020-07-21 04:44:52,Integrated Gradients in TensorFlow 2,"In this tutorial, you will walk through an implementation of IG step-by-step in TensorFlow 2 to understand the pixel feature importances of an image classifier.",computer-vision
1950,2020-07-23 00:42:09,GPT-3: A Hitchhiker's Guide,Post to guide your thinking on GPT-3.,natural-language-processing
1959,2020-07-24 10:00:13,TeachEasy: Web app for Text Summarization & Q/A generation,An intuitive Streamlit based web app for Text Summarization and Question Answer generation so as to reduce the work for School teachers.,natural-language-processing
1976,2020-07-27 14:12:03,Close-Domain fine-tuning for table detection,"In this project, we show the benefits of using models trained on a close domain, using the TableBank dataset, for fine-tuning table detection models. In additio",computer-vision
1997,2020-07-29 16:13:46,Image Classification by @carrycooldude,Image Classification using TFLite and ImageNet by @carrycooldude,computer-vision
2007,2020-07-30 14:47:39,CLoDSA: A Tool for Augmentation in Computer Vision tasks,"CLoDSA is an open-source image augmentation library for object classification, localization, detection, semantic segmentation and instance segmentation. It supp",computer-vision
2010,2020-07-30 15:00:43,FrImCla: A framework for image classification,"
2010,2020-07-30 15:00:43,FrImCla: A framework for image classification,"
FrImCla is an open-source framework for Image Classification using traditional and deep learning techniques. It supports a wide variety of deep learning and c",computer-vision
2011,2020-07-30 15:02:04,UFOD: A Unified Framework for Object Detection,UFOD is an open-source framework that enables the training and comparison of object detection models on custom datasets using different underlying frameworks an,computer-vision
2023,2020-08-01 14:46:19,Why You Should Do NLP Beyond English,7000+ languages are spoken around the world but NLP research has mostly focused on English. This post outlines why you should work on languages other than Eng.,natural-language-processing
2025,2020-08-01 14:57:11,Haystack — Neural Question Answering At Scale,"🔍 Transformers at scale for question answering & search
2025,2020-08-01 14:57:11,Haystack — Neural Question Answering At Scale,"🔍 Transformers at scale for question answering & search
",natural-language-processing
2034,2020-08-03 04:00:29,Finding Similar Documents with Transformers,How transformers can help us distill text documents into points in N-dimensional vector spaces.,natural-language-processing
2040,2020-08-04 18:00:56,A Barebones Image Retrieval System,This project presents a simple framework to retrieve images similar to a query image.,computer-vision
@ -185,8 +185,8 @@ FrImCla is an open-source framework for Image Classification using traditional a
2195,2020-08-20 20:45:52,Streamlit Terran Timeline,A face-recognition timeline generator tool for any kind of video!,computer-vision
2199,2020-08-21 08:37:20,How to Set Up Continuous Integration for Machine Learning,How to Set Up Continuous Integration for Machine Learning with Github Actions and Neptune: Step by Step Guide.,mlops
2200,2020-08-21 12:45:54,Bad passwords and the NIST guidelines,"Example project provided by DataCamp. In this project, you will write code that automatically detects and flags the bad passwords.",natural-language-processing
2232,2020-08-27 11:00:34,GenRL,GenRL is a PyTorch-First Reinforcement Learning library centered around reproducible and generalizable algorithm implementations.,reinforcement-learning
2246,2020-08-30 06:05:21,Questgen- An NLP library for state-of-the-art Question Generation,"Questgen AI is an opensource, easy to use NLP library for Question generation. It can generate MCQs, Boolean (Yes/No), FAQs and also paraphrase any question.
2232,2020-08-27 11:00:34,GenRL,GenRL is a PyTorch-First Reinforcement Learning library centered around reproducible and generalizable algorithm implementations.,other
2246,2020-08-30 06:05:21,Questgen- An NLP library for state-of-the-art Question Generation,"Questgen AI is an opensource, easy to use NLP library for Question generation. It can generate MCQs, Boolean (Yes/No), FAQs and also paraphrase any question.
",natural-language-processing
2250,2020-08-31 09:20:55,Text Data Augmentation with MarianMT,Learn how to use machine translation models in Hugging Face Transformers for data augmentation.,natural-language-processing
2262,2020-09-03 12:10:24,R.U.Stoked,NLP (Sentiment Analysis) project to demonstrate a pipeline of data from the very first stage of data collection through ML model deployment.,natural-language-processing
@ -196,7 +196,7 @@ FrImCla is an open-source framework for Image Classification using traditional a
2310,2020-09-12 12:33:20,Image Super-Resolution,In this project we learn how to train a super-resolution model ESPCN on DIV2K dataset to upscale images using AI by 3x,computer-vision
2312,2020-09-12 22:33:56,Codequestion,Ask coding questions directly from the terminal.,natural-language-processing
2336,2020-09-19 08:40:37,G-SimCLR,TensorFlow implementation of G-SimCLR. ,computer-vision
2339,2020-09-19 11:17:48,Neural CDEs for Long Time-Series via the Log-ODE Method,NCDEs for Long Time-Series via the Log-ODE Method.,time-series
2339,2020-09-19 11:17:48,Neural CDEs for Long Time-Series via the Log-ODE Method,NCDEs for Long Time-Series via the Log-ODE Method.,other
2350,2020-09-22 03:07:29,"Part 1: Deep Representations, a way towards neural style transfer",A top down approach to conceiving neural style transfer,computer-vision
2366,2020-09-25 02:26:00,Help-Me-Read: Text Summarization using Flask and HuggingFace.,"Text summarization, translation and Questions Answers generation using HuggingFace and deployed using Flask, Streamlit. Detailed guide on github. ",natural-language-processing
2367,2020-09-25 07:39:43,Interactive Analysis of Sentence Embeddings,Learn how to interactively explore sentence embedding and labels in Tensorflow Embedding Projector.,natural-language-processing
1
id
created_on
title
description
tag
2
19
2020-03-03 13:54:31
Diffusion to Vector
Reference implementation of Diffusion2Vec (Complenet 2018) built on Gensim and NetworkX.
graph-learningother
3
26
2020-03-07 23:11:58
Graph Wavelet Neural Network
A PyTorch implementation of "Graph Wavelet Neural Network" (ICLR 2019)
graph-learningother
4
44
2020-03-08 00:32:58
Capsule Graph Neural Network
A PyTorch implementation of "Capsule Graph Neural Network" (ICLR 2019).
graph-learningother
5
80
2020-03-20 05:59:32
NeRF: Neural Radiance Fields
Representing scenes as neural radiance fields for view synthesis.
computer-vision
6
84
2020-03-20 15:18:43
Mention Classifier
Category prediction model
This repo contains AllenNLP model for prediction of Named Entity categories by its mentions.
natural-language-processing
7
107
2020-03-21 23:09:03
Plant Fruit Classifier
Building a world-class image classifier model with a custom dataset.
computer-vision
8
126
2020-03-25 15:05:27
Unet Implementation is Keras with GPU
Vector Map generation from aerial imagery using deep learning GeoSpatial UNET
computer-vision
9
130
2020-03-25 16:55:31
Gymnast Pose Analysis
Pose modelling for gymnasts using open-pose and open-cv.
computer-vision
10
131
2020-03-25 17:00:54
EfficientDet: Scalable and Efficient Object Detection
Implementation EfficientDet: Scalable and Efficient Object Detection in PyTorch.
computer-vision
11
136
2020-03-26 17:22:36
Finetune: Scikit-learn Style Model Finetuning for NLP
Finetune is a library that allows users to leverage state-of-the-art pretrained NLP models for a wide variety of downstream tasks.
natural-language-processing
12
141
2020-03-28 17:41:42
First Order Motion Model for Image Animation
Generating a video sequence so that an object in a source image is animated according to the motion of a driving video.
computer-vision
13
142
2020-03-28 17:49:20
TorchIO: Medical Image Processing in Deep Learning and PyTorch
Tools for medical image processing in deep learning and PyTorch
computer-vision
14
144
2020-03-29 18:23:06
Finetuning Transformers with JAX + Haiku
Walking through a port of the RoBERTa pre-trained model to JAX + Haiku, then fine-tuning the model to solve a downstream task.
natural-language-processing
15
218
2020-04-06 11:29:57
Distributional RL using TensorFlow2
🐳 Implementation of various Distributional Reinforcement Learning Algorithms using TensorFlow2.
reinforcement-learningother
16
220
2020-04-06 15:19:59
Module 2: Convolutional Neural Networks - CS231n
In Lecture 5 we move from fully-connected neural networks to convolutional neural networks.
computer-vision
17
249
2020-04-06 19:20:12
makesense.ai
Free to use online tool for labelling photos.
computer-vision
18
264
2020-04-06 21:33:32
The Unreasonable Effectiveness of Recurrent Neural Networks
A close look at how RNNs are able to perform so well.
natural-language-processing
19
268
2020-04-06 21:51:55
A Gentle Introduction to Text Summarization in Machine Learning
Text summarization is the technique for generating a concise and precise summary of voluminous texts while focusing on the sections that convey useful info.
natural-language-processing
20
285
2020-04-07 03:45:03
A (Long) Peek into Reinforcement Learning
In this post, we are gonna briefly go over the field of Reinforcement Learning (RL), from fundamental concepts to classic algorithms.
reinforcement-learningother
21
305
2020-04-07 20:00:37
Question Answering with a Fine-Tuned BERT
What does it mean for BERT to achieve “human-level performance on Question Answering”?
natural-language-processing
22
314
2020-04-08 00:06:21
The Autonomous Learning Library
A PyTorch library for building deep reinforcement learning agents.
reinforcement-learningother
23
317
2020-04-08 00:14:27
COCO Annotator
✏️ Web-based image segmentation tool for object detection, localization and key points.
computer-vision
24
328
2020-04-08 14:29:22
ProteinGCN: Protein model quality assessment using GCNs
Source code for the paper: ProteinGCN: Protein model quality assessment using Graph Convolutional Networks.
graph-learningother
25
344
2020-04-08 16:11:28
Tokenizers
💥Fast State-of-the-Art Tokenizers optimized for Research and Production.
natural-language-processing
26
353
2020-04-08 17:08:41
Keras OCR
A packaged and flexible version of the CRAFT text detector and Keras CRNN recognition model.
computer-vision
27
384
2020-04-08 21:22:25
Visualizing Memorization in RNNs
Inspecting gradient magnitudes in context can be a powerful tool to see when recurrent units use short-term or long-term contextual understanding.
natural-language-processing
28
407
2020-04-08 23:00:02
AllenNLP
An open-source NLP research library, built on PyTorch.
natural-language-processing
29
410
2020-04-08 23:09:15
Frameworks for Machine Learning Model Management
This blog post will follow up by comparing three different tools developed to support reproducible machine learning model development.
mlops
46
579
2020-04-20 00:53:19
Transfer Learning & Fine-Tuning With Keras
Your 100% up-to-date guide to transfer learning & fine-tuning with Keras.
computer-vision
47
582
2020-04-20 21:38:50
CS285: Deep Reinforcement Learning
A course on deep reinforcement learning, transfer and multi-task learning.
reinforcement-learningother
48
594
2020-04-21 23:25:53
TorchServe & TorchElastic PyTorch Libraries for Serving/Training
The officially supported way to deploy and manage models with PyTorch.
mlops
49
600
2020-04-22 17:37:25
Building a Simple Chatbot from Scratch in Python (using NLTK)
A look at retrieval based and generative conversational AI for creating chatbots.
natural-language-processing
50
612
2020-04-23 13:56:46
Implementing DCGANs using PyTorch C++ API (Libtorch)
The blog discusses the paper review of DCGANs and implementation using PyTorch C++ API in detail. From loading models to visualizing batch of the data, in C++!
computer-vision
51
620
2020-04-23 17:26:26
ELECTRA
Explaining the new self-supervised task for language representation learning, ELECTRA which uses "replace token detection".
natural-language-processing
52
624
2020-04-24 00:42:41
How to Train a New Language Model From Scratch Using Transformers
In this post we’ll demo how to train a “small” model (84 M parameters = 6 layers, 768 hidden size, 12 attention heads).
natural-language-processing
53
629
2020-04-24 05:01:26
ARIMA Modeling - Guide to Time Series Forecasting in Python
How ARIMA models works . How to train and forecast using ARIMA, SARIMA, SARIMAX and find the optimal model with Python
time-seriesother
54
649
2020-04-28 03:42:29
Spektral
Graph Neural Networks with Keras and Tensorflow 2.
graph-learningother
55
666
2020-04-29 12:10:43
AIDeveloper
GUI-based software for training, evaluating and applying deep neural nets for image classification
computer-vision
56
671
2020-04-29 23:22:43
MedCAT - Medical Concept Annotation Tool
A tool used to extract information from Electronic Health Records (EHRs) and link it to biomedical ontologies like SNOMED-CT and UMLS.
natural-language-processing
57
681
2020-05-01 16:25:34
The AI Economist
Improving Equality and Productivity with AI-Driven Tax Policies
reinforcement-learningother
58
684
2020-05-01 16:48:19
WT5?! Training Text-to-Text Models to Explain their Predictions
We leverage the text-to-text framework proposed by Raffel et al.(2019) to train language models to output a natural text explanation alongside their prediction.
natural-language-processing
59
689
2020-05-01 17:51:53
Ensemble Forecasts
Time series forecasting using classical methods (ETS, Holt-Winter's, SARIMA) and Prophet. I show and discuss advantages of Ensemble Forecast
time-seriesother
60
703
2020-05-04 05:09:59
Implementing Graph Neural Networks with JAX
I’ll talk about my experience on how to build and train Graph Neural Networks (GNNs) with JAX.
graph-learningother
61
705
2020-05-04 14:13:13
Deep Learning With Graph-Structured Representations
Novel approaches based on the theme of structuring the representations and computations of neural network-based models in the form of a graph.
graph-learningother
62
706
2020-05-04 14:18:58
GNNExplainer: Generating Explanations for Graph Neural Networks
General tool for explaining predictions made by graph neural networks (GNNs).
graph-learningother
63
710
2020-05-05 04:01:24
Differential Subspace Search in High-Dimensional Latent Space
Differential subspace search to allow efficient iterative user exploration in such a space, without relying on domain- or data-specific assumptions.
computer-vision
64
723
2020-05-05 19:45:50
DeepWay: Autonomous navigation for blind.
I have tried to make something which can be used by blind people to navigate around the streets. Have a look at the video and GitHub repo for details.
computer-vision
65
737
2020-05-06 18:06:04
Nature-Scene Classification using FASTAI
Classifying Nature-scene images using deep learning with fastai library
Implemented a Single Layer Perceptron and applied it on the MNIST dataset for multi-class classification using NumPy.
computer-vision
67
780
2020-05-08 12:06:30
Med7 - clinical natural language processing for EHR
Med7 is a transferable clinical natural language processing model for electronic health records, compatible with spaCy, for named-entity recognition task
natural-language-processing
73
843
2020-05-13 14:49:21
T5 fine-tuning
A colab notebook to showcase how to fine-tune T5 model on various NLP tasks (especially non text-2-text tasks with text-2-text approach)
natural-language-processing
74
854
2020-05-14 12:05:20
ASAP: Pooling for Graph Neural Network (AAAI 2020)
ASAP is a sparse and differentiable pooling method that addresses the limitations of previous graph pooling layers.
graph-learningother
75
878
2020-05-16 05:27:56
Exploratory Data Analysis on MS COCO Style Datasets
A Simple Toolkit to do exploratory data analysis on MS COCO style formatted datasets.
computer-vision
76
898
2020-05-17 05:11:22
Single-Stage Semantic Segmentation from Image Labels
We attain competitive results by training a single network model
for segmentation in a self-supervised fashion using only
image-level annotations
computer-vision
77
906
2020-05-18 14:50:45
NLPAug
Data augmentation for NLP
natural-language-processing
78
916
2020-05-19 08:11:05
Get Subreddit Suggestions for a Post
Trained on 4M Reddit posts from 4k Subreddits. End-to-end ML pipeline built with fasttext and FastAPI, deployed to Valohai.
natural-language-processing
79
917
2020-05-19 13:45:03
Transfer Learning In NLP
A brief history of Transfer Learning In NLP
natural-language-processing
80
919
2020-05-20 02:29:48
IntelliCode Compose: Code Generation Using Transformer
Code completion tool which is capable of predicting sequences of code tokens of arbitrary types, generating up to entire lines of syntactically correct code.
natural-language-processing
81
943
2020-05-22 06:27:43
Transfer Learning in NLP with Tensorflow Hub and Keras
Learn how to integrate and finetune tensorflow-hub modules in Tensorflow 2.0
Airbnb's engineering team shared an article on how they used computer vision to detection amenities in photos. It read like a recipe so I replicated it.
computer-vision
92
1155
2020-06-03 15:22:11
GaborNet
Modified network architecture that focuses on improving convergence and reducing training complexity.
computer-vision
93
1159
2020-06-03 18:17:01
Learning To Classify Images Without Labels
A two-step approach where feature learning and clustering are decoupled.
computer-vision
94
1167
2020-06-04 03:58:21
From Pre-trained Word Embeddings to Pre-trained Language Models
from Static Word Embedding to Dynamic (Contextualized) Word Embedding.
natural-language-processing
95
1172
2020-06-04 07:01:13
Converting images to TF Records
A Colab Notebook showing how to convert an image dataset (for classification) to TF Records and more.
computer-vision
96
1266
2020-06-09 16:09:08
Text Classification using Bert from Tensorflow-Hub
This Tutorial helps to learn about Bert Models for Classification task on a #Tweet dataset.
natural-language-processing
97
1286
2020-06-10 17:24:19
Exploring Knowledge Captured in Probability of Strings
An exploration of simple knowledge captured by language models with code examples
natural-language-processing
98
1363
2020-06-13 13:46:44
Short Notes on Batch Constrained Deep Reinforcement Learning
Blog article on Off-Policy Deep Reinforcement Learning without Exploration paper by Fujimoto et al. (ICML 2019)
reinforcement-learningother
99
1426
2020-06-15 02:34:27
From GRU to Transformer
How recurrent units and self-attention are related to each other.
natural-language-processing
100
1430
2020-06-15 04:24:12
Melanoma Classification
This was Shubhamai 3-week project for working a new kaggle competition and deploying a web application to predicting benign or malignant based on images.
computer-vision
101
1434
2020-06-15 07:52:13
Universal Sentence Encoder Visually Explained
A deep-dive into how Universal Sentence Encoder learns to generate fixed-length sentence embeddings
natural-language-processing
102
1445
2020-06-15 17:49:16
Image Smoothing via L0 Gradient Minimization
This is a edge-aware image smoothing algorithm. This algorithm tries to smoothen the image while preserving the global structural information of the image.
computer-vision
103
1450
2020-06-15 21:00:47
BERT NLP — How To Build a Question Answering Bot
Understanding the intuition with hands-on PyTorch code for BERT fine-tuned on SQuAD.
natural-language-processing
104
1451
2020-06-16 01:21:09
EfficientDet (PyTorch)
A PyTorch implementation of EfficientDet faithful to the original Google implementation with ported weights.
computer-vision
105
1459
2020-06-16 03:06:10
SuperGlue: Learning Feature Matching with Graph Neural Networks
SuperGlue, a neural network that matches two sets of local features by jointly finding correspondences and rejecting non-matchable points.
graph-learningother
106
1462
2020-06-16 03:28:40
Open Compound Domain Adaptation
Pytorch implementation for "Open Compound Domain Adaptation"
computer-vision
107
1485
2020-06-17 16:33:50
Sudoku-Game-Solver
This is a Computer Vision Application that solves a 9x9 sudoku board game using Deep Learning and Backtracking algorithm.
computer-vision
108
1488
2020-06-17 19:27:36
Smart Picture Editor
Tool to automatically remove unwanted objects from photos
computer-vision
109
1494
2020-06-18 00:14:40
Object Goal Navigation using Goal-oriented Semantic Exploration
Embodied interactive learning for object detection by using semantic curiosity to learn an exploration policy on set of the training environments.
computer-vision
110
1501
2020-06-18 18:17:18
Traffic-Sign-Recognition-Using-Deep-Learning
The training dataset contains around 39,000 images while test dataset contains around 12,000 images containing 43 different classes. We will be using Convolutio
computer-vision
111
1508
2020-06-19 06:43:47
Long Form Question Answering with ELI5
A model for open domain long form question answering.
natural-language-processing
112
1511
2020-06-19 06:54:23
RepNet - Class Agnostic Video Repetition Counting in the Wild
Counting Out Time: Class Agnostic Video Repetition Counting in the Wild
computer-vision
119
1654
2020-06-30 03:58:46
3D Detection and Domain Adaptation
1st Place Solution for Waymo Open Dataset Challenge
computer-vision
120
1659
2020-07-01 02:26:20
Evaluation of Text Generation: A Survey
Evaluation methods of natural language generation (NLG) and language modeling.
natural-language-processing
121
1661
2020-07-01 06:42:59
SpineNet: A Novel Architecture for Object Detection
A meta architecture called a scale-permuted model that enables two major improvements on backbone architecture design,iscovered with neural architecture search.
computer-vision
122
1665
2020-07-01 07:17:48
BERTology Meets Biology
Interpreting Attention in Protein Language Models.
natural-language-processing
123
1681
2020-07-03 04:02:52
A Survey on Deep Learning for Localization and Mapping
Towards the Age of Spatial Machine Intelligence
computer-vision
124
1685
2020-07-03 04:12:28
Text Data Cleanup - Dynamic Embedding Visualisation
Identify noisy text in a Machine Translation dataset through dynamic text embedding visualisation.
Low-dimensional knowledge graph embeddings that simultaneously capture hierarchical relations and logical patterns.
graph-learningother
127
1703
2020-07-04 09:22:50
Awesome Deep RL
This project is built for people who are learning and researching on the latest deep reinforcement learning methods.
reinforcement-learningother
128
1709
2020-07-05 05:25:34
Anti-Patterns in NLP (8 types of NLP idiots)
A talk which discusses the recurring industrial problems in making NLP solutions.
natural-language-processing
129
1715
2020-07-06 18:25:16
Image Classifier
Pure JavaScript Image Classifier
computer-vision
130
1717
2020-07-07 04:09:35
TaBERT
Pretraining for Joint Understanding of Textual and Tabular Data
natural-language-processing
131
1719
2020-07-07 04:17:11
Texthero
Text preprocessing, representation and visualization from zero to hero.
natural-language-processing
132
1743
2020-07-09 01:51:41
How to Benchmark Models with Transformers
HuggingFace's Transformer library allows users to benchmark models for both TensorFlow 2 and PyTorch using the PyTorchBenchmark and TensorFlowBenchmark classes.
natural-language-processing
133
1756
2020-07-10 02:53:13
Linear Attention Transformer
A fully featured Transformer that mixes (QKᵀ)V local attention with Q(KᵀV) global attention (scales linearly with respect to sequence length).
natural-language-processing
134
1770
2020-07-11 05:12:49
imgaug
Image augmentation for machine learning experiments.
computer-vision
135
1779
2020-07-11 05:48:03
All Models and checkpoints - Hugging Face
Massive (and growing) collection of NLP models are nearly any NLP tasks, especially those involving the use of transformers.
natural-language-processing
136
1799
2020-07-11 06:49:38
FlashText
Extract Keywords from sentence or Replace keywords in sentences.
natural-language-processing
137
1804
2020-07-11 07:04:25
Text Preprocessing in Python using spaCy library
In this article, we have explored Text Preprocessing in Python using spaCy library in detail. This is the fundamental step to prepare data for applications.
natural-language-processing
138
1805
2020-07-11 07:12:32
Segmentation Models
Segmentation models with pretrained backbones. Keras and TensorFlow Keras.
computer-vision
139
1825
2020-07-11 08:43:20
MLflow: A Machine Learning Lifecycle Platform
Open source platform for the machine learning lifecycle.
mlops
140
1827
2020-07-11 08:56:02
token2index
A lightweight but powerful library to build token indices for NLP tasks, compatible with major Deep Learning frameworks like PyTorch and Tensorflow.
natural-language-processing
141
1853
2020-07-13 20:23:32
The Transformer Neural Network Architecture Explained
⚙️ It is time to explain how Transformers work. If you are looking for an easy explanation, you are exactly right!
natural-language-processing
142
1858
2020-07-14 03:30:14
QSVM
Quantum SVM for sentiment analysis
natural-language-processing
143
1866
2020-07-14 22:58:15
PYthon Automated Term Extraction
Term extraction algorithms such as C-Value, Basic, Combo Basic, Weirdness and Term Extractor using spaCy POS tagging.
natural-language-processing
144
1870
2020-07-15 20:38:36
Interpretability and Analysis of Models for NLP
An in-depth look at interpretability and analysis of models for NLP (ACL 2020).
natural-language-processing
145
1888
2020-07-17 16:53:37
Monitoring Machine Learning Models in Production
Once you have deployed your machine learning model to production it rapidly becomes apparent that the work is not over.
mlops
146
1901
2020-07-19 08:31:43
Quora Question Pair Similarity
Identify which questions asked on Quora are duplicates of questions that have already been asked. Using Text features, classifying them as duplicates or not.
natural-language-processing
147
1905
2020-07-19 14:51:57
PyTorch CNN Trainer
A simple package to fine-tune CNNs from torchvision and Pytorch Image models by Ross Wightman.
computer-vision
148
1934
2020-07-21 01:47:01
Graphein
Protein Graph Library
graph-learningother
149
1935
2020-07-21 04:44:52
Integrated Gradients in TensorFlow 2
In this tutorial, you will walk through an implementation of IG step-by-step in TensorFlow 2 to understand the pixel feature importances of an image classifier.
computer-vision
150
1950
2020-07-23 00:42:09
GPT-3: A Hitchhiker's Guide
Post to guide your thinking on GPT-3.
natural-language-processing
153
1964
2020-07-25 02:52:36
MLOps Tutorial Series
How to create an automatic model training & testing setup using GitHub Actions and Continuous Machine Learning (CML).
mlops
154
1972
2020-07-27 02:54:19
Evolution of Representations in the Transformer
The evolution of representations of individual tokens in Transformers trained with different training objectives (MT, LM, MLM - BERT-style).
natural-language-processing
155
1975
2020-07-27 14:09:26
Ensemble methods for object detection
In this repository, we provide the code for ensembling the output of object detection models, and applying test-time augmentation for object detection. This lib
computer-vision
156
1976
2020-07-27 14:12:03
Close-Domain fine-tuning for table detection
In this project, we show the benefits of using models trained on a close domain, using the TableBank dataset, for fine-tuning table detection models. In additio
computer-vision
157
1997
2020-07-29 16:13:46
Image Classification by @carrycooldude
Image Classification using TFLite and ImageNet by @carrycooldude
computer-vision
158
2007
2020-07-30 14:47:39
CLoDSA: A Tool for Augmentation in Computer Vision tasks
CLoDSA is an open-source image augmentation library for object classification, localization, detection, semantic segmentation and instance segmentation. It supp
computer-vision
159
2010
2020-07-30 15:00:43
FrImCla: A framework for image classification
FrImCla is an open-source framework for Image Classification using traditional and deep learning techniques. It supports a wide variety of deep learning and c
computer-vision
160
2011
2020-07-30 15:02:04
UFOD: A Unified Framework for Object Detection
UFOD is an open-source framework that enables the training and comparison of object detection models on custom datasets using different underlying frameworks an
computer-vision
161
2023
2020-08-01 14:46:19
Why You Should Do NLP Beyond English
7000+ languages are spoken around the world but NLP research has mostly focused on English. This post outlines why you should work on languages other than Eng.
natural-language-processing
162
2025
2020-08-01 14:57:11
Haystack — Neural Question Answering At Scale
🔍 Transformers at scale for question answering & search
natural-language-processing
163
2034
2020-08-03 04:00:29
Finding Similar Documents with Transformers
How transformers can help us distill text documents into points in N-dimensional vector spaces.
natural-language-processing
168
2172
2020-08-18 04:12:18
Compression of Deep Learning Models for Text: A Survey
In this survey, we discuss six different types of methods for compression of such models to enable their deployment in real industry NLP projects.
natural-language-processing
169
2186
2020-08-18 23:24:41
AI in Medicine and Imaging - Stanford Symposium 2020
Through the AIMI Symposium we hope to address gaps and barriers in the field and catalyze more evidence-based solutions to improve health for all.
computer-vision
170
2195
2020-08-20 20:45:52
Streamlit Terran Timeline
A face-recognition timeline generator tool for any kind of video!
computer-vision
171
2199
2020-08-21 08:37:20
How to Set Up Continuous Integration for Machine Learning
How to Set Up Continuous Integration for Machine Learning with Github Actions and Neptune: Step by Step Guide.
mlops
172
2200
2020-08-21 12:45:54
Bad passwords and the NIST guidelines
Example project provided by DataCamp. In this project, you will write code that automatically detects and flags the bad passwords.
natural-language-processing
173
2232
2020-08-27 11:00:34
GenRL
GenRL is a PyTorch-First Reinforcement Learning library centered around reproducible and generalizable algorithm implementations.
reinforcement-learningother
174
2246
2020-08-30 06:05:21
Questgen- An NLP library for state-of-the-art Question Generation
Questgen AI is an opensource, easy to use NLP library for Question generation. It can generate MCQs, Boolean (Yes/No), FAQs and also paraphrase any question.
natural-language-processing
175
2250
2020-08-31 09:20:55
Text Data Augmentation with MarianMT
Learn how to use machine translation models in Hugging Face Transformers for data augmentation.
natural-language-processing
176
2262
2020-09-03 12:10:24
R.U.Stoked
NLP (Sentiment Analysis) project to demonstrate a pipeline of data from the very first stage of data collection through ML model deployment.
natural-language-processing
177
2266
2020-09-04 01:42:26
Wav2Lip: Accurately Lip-syncing Videos In The Wild
A Lip Sync Expert Is All You Need for Speech to Lip Generation In the Wild
computer-vision
178
2271
2020-09-05 07:10:06
Latest advancements in video streaming with AI
AI developments in video streaming using Super-resolution, Per-title encoding, P2P
computer-vision
179
2289
2020-09-08 04:12:41
ElasticTransformers
Making BERT stretchy. Semantic Elasticsearch with Sentence Transformers.
natural-language-processing
185
2366
2020-09-25 02:26:00
Help-Me-Read: Text Summarization using Flask and HuggingFace.
Text summarization, translation and Questions Answers generation using HuggingFace and deployed using Flask, Streamlit. Detailed guide on github.
natural-language-processing
186
2367
2020-09-25 07:39:43
Interactive Analysis of Sentence Embeddings
Learn how to interactively explore sentence embedding and labels in Tensorflow Embedding Projector.
natural-language-processing
187
2390
2020-09-28 05:46:03
mini-pokedex end to end tutorial - Gotta classify 'em all!
Build a Pokemon image classifier to classify the awesome starters Pikachu, Charmander, Squirtle, and Bulbasaur.
computer-vision
188
2394
2020-09-28 22:46:36
Why Data Quality is Key to Successful ML Ops
A look at ML Ops and highlight how and why data quality is key to ML Ops workflows.
mlops
189
2403
2020-09-30 22:15:07
Easy Data Augmentation (EDA)
Easy Data Augmentation Techniques for Boosting Performance on Text Classification Tasks
natural-language-processing
190
2413
2020-10-01 23:50:04
Keeping Data Pipelines healthy w/ Great Expectations GH Actions
We show you how you can use GitHub Actions together with the open source project Great Expectations to automatically test, document, and profile data pipelines.
mlops
191
2428
2020-10-05 02:09:23
Efficient Transformers: A Survey
Characterizes a large and thoughtful selection of recent efficiency-flavored "X-former" models.
natural-language-processing
192
2429
2020-10-05 02:16:34
Meta-learning for Few-shot Natural Language Processing: A Survey
Clear definitions, progress summary and some common datasets of applying meta-learning to few-shot NLP.
GokuMohandas