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id,created_on,title,description
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.
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.
"
9,2020-02-24 16:24:45,Awesome Graph Classification,"A collection of important graph embedding, classification and representation learning papers with implementations."
15,2020-02-28 23:55:26,Awesome Monte Carlo Tree Search,A curated list of Monte Carlo tree search papers with implementations.
25,2020-03-07 23:04:31,AttentionWalk,"A PyTorch Implementation of ""Watch Your Step: Learning Node Embeddings via Graph Attention"" (NeurIPS 2018). "
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). "
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). "
29,2020-03-07 23:45:38,Signed Graph Convolutional Network,"A PyTorch implementation of ""Signed Graph Convolutional Network"" (ICDM 2018). "
45,2020-03-08 00:39:08,SimGNN,"A PyTorch implementation of ""SimGNN: A Neural Network Approach to Fast Graph Similarity Computation"" (WSDM 2019). "
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.
65,2020-03-19 18:42:05,Coloring Greyscale Images,Coloring black and white images with neural networks.
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"
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.
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 "
78,2020-03-20 03:32:09,The Illustrated Self-Supervised Learning,A visual introduction to self-supervised learning methods in 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.
85,2020-03-20 17:35:59,Message Passing GNNs C++,C++ implementation using Eigen for the forward pass of Graph Convolutional Neural Networks.
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."
91,2020-03-20 18:30:04,Pytest Board,Continuous pytest runner with awesome visualization.
92,2020-03-20 18:43:50,Image Spam Buster - Kreate Hackathon,"""Spam Buster"" for user generated IMAGE content."
98,2020-03-20 19:16:43,Bachelorette Predictor,Predict the Bachelorette winners from profile images.
99,2020-03-20 21:32:14,Gender Change of People's Face using CycleGAN,CycleGAN architecture in Keras and train the model with CelebA faces dataset to perform gender change on people's faces.
101,2020-03-21 04:19:04,ELECTRA: Pre-training Text Encoders as Discriminators,PyTorch implementation of the electra model from the paper: ELECTRA - Pre-training Text Encoders as Discriminators Rather Than Generators
108,2020-03-21 23:17:38,Tuned ALBERT (ensemble model),Top 6 in Squad 2.0
109,2020-03-21 23:25:33,iyasai: Book Recommendation System,Recommender system for books and stories that could help you and your loved ones lift up your mood whenever you are facing stress or unpleasant situations.
112,2020-03-21 23:58:46,Learning to See before Learning to Act: Visual Pre-training,We find that pre-training on vision tasks significantly improves generalization and sample efficiency for learning to manipulate objects.
115,2020-03-22 01:26:14,SOLT: Data Augmentation for Deep Learning,"Data augmentation library for Deep Learning, which supports images, segmentation masks, labels and key points."
116,2020-03-22 01:37:27,PCDet: 3D Point Cloud Detection,PCDet Toolbox in PyTorch for 3D Object Detection from Point Cloud
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)."
118,2020-03-22 21:46:52,Sinext,Sign language to text with OpenCV and MNIST sign-language dataset
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.
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.
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.
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.
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
"
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.
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.
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.
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.
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
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."
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.
148,2020-03-30 14:13:46,An Illustrated Guide to Graph Neural Networks,A breakdown of the inner workings of GNNs.
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
152,2020-04-01 15:38:58,A Two-Step Graph Convolutional Decoder for Molecule Generation,A simple auto-encoder framework for molecule generation.
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
158,2020-04-03 04:41:07,Tracking Objects as Points,Simultaneous object detection and tracking using center points.
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.
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.
163,2020-04-03 20:21:13,NLP Newsletter,"Democratizing Artificial Intelligence Research, Education, and Technologies."
168,2020-04-04 17:54:28,Self-Supervised Scene De-occlusion,"We investigate the problem of scene de-occlusion, which aims to recover the underlying occlusion ordering and complete the invisible parts of occluded objects."
173,2020-04-05 03:00:05,Design Patterns for Production NLP Systems,Designs and tips for designing NLP production systems.
181,2020-04-05 14:56:34,Talking-Heads Attention,"A variation on multi-head attention which includes linear projections across the attention-heads dimension, immediately before and after the softmax operation."
183,2020-04-05 17:50:10,What does a CNN see?,First super clean notebook showcasing @TensorFlow 2.0. An example of end-to-end DL with interpretability.
219,2020-04-06 14:10:22,Natural Language Processing: Pretraining - d2l,"An interactive deep learning book with code, math, and discussions, based on the NumPy interface."
224,2020-04-06 16:48:44,Understanding Convolutional Neural Networks for NLP,More recently we’ve also started to apply CNNs to problems in Natural Language Processing and gotten some interesting results.
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.
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. "
238,2020-04-06 18:37:33,Googletrans,Googletrans: Free and Unlimited Google translate API for Python. Translates totally free of charge.
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.
250,2020-04-06 19:24:06,Doccano,Open source text annotation tool for machine learning practitioner.
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.
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.
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.
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. "
255,2020-04-06 20:30:27,NLP for Developers: Transformers | Rasa,"In this video, Rasa Developer Advocate Rachael will talk about what transformers are, how they work, when they're used and some common errors. "
256,2020-04-06 20:42:05,A Visual Guide to Using BERT for the First Time,Tutorial for how to use a variant of BERT to classify sentences.
257,2020-04-06 20:45:45,The Illustrated GPT-2 (Visualizing Transformer Language Models),Visuals explaining the inner-workings of transformers.
259,2020-04-06 20:51:58,The Illustrated Word2vec,"In this post, we’ll go over the concept of embedding, and the mechanics of generating embeddings with word2vec. "
260,2020-04-06 20:55:32,"The Illustrated BERT, ELMo, and co.",How NLP cracked transfer learning.
261,2020-04-06 21:00:34,The Illustrated Transformer,"In this post, we will look at The Transformer – a model that uses attention to boost the speed with which these models can be trained."
262,2020-04-06 21:11:40,Visualizing A Neural Machine Translation Model,Mechanics of seq2seq models with attention.
269,2020-04-06 22:46:54,Attention Mechanism,"Main concepts behind Attention, including an implementation of a sequence-to-sequence Attention model, followed by the application of Attention in Transformers."
270,2020-04-06 22:50:30,Attention? Attention!,"In this post, we are gonna look into how attention was invented, and various attention mechanisms and models, such as transformer and SNAIL."
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.
272,2020-04-06 23:38:26,The Annotated GPT-2,GPT-2 explained with visualization and PyTorch code.
273,2020-04-06 23:41:52,Transformers - Hugging Face,🤗 Transformers: State-of-the-art Natural Language Processing for TensorFlow 2.0 and PyTorch.
277,2020-04-07 00:30:33,Curriculum for Reinforcement Learning,"Curriculum learning applied to reinforcement learning, with a few exceptions of supervised learning."
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?
279,2020-04-07 00:36:55,Evolution Strategies,Evolutionary algorithms refer to a division of population-based optimization algorithms inspired by natural selection.
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.
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.
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."
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."
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.
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.
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.
294,2020-04-07 15:36:13,PyTorch Geometric ,Geometric deep learning extension library for PyTorch.
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. "
306,2020-04-07 20:07:28,BERT Research - Key Concepts & Sources,Video series on BERT's key concepts and sources.
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!
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.
313,2020-04-08 00:02:27,NVIDIA Neural Modules: NeMo,A toolkit for conversational AI.
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.
316,2020-04-08 00:12:26,Clinical BERT,Repository for Publicly Available Clinical BERT Embeddings
318,2020-04-08 00:16:55,Computer Vision Annotation Tool (CVAT),"Free, online, interactive video and image annotation tool for computer vision."
319,2020-04-08 00:19:04,LabelImg,🖍️ A graphical image annotation tool and label object bounding boxes in images.
327,2020-04-08 14:16:28,How to Steal Modern NLP Systems with Gibberish?,"It’s possible to steal BERT-based models without any real training data, even using gibberish word sequences."
334,2020-04-08 15:04:28,BioWordVec & BioSentVec,Pre-trained embeddings for biomedical words and sentences
335,2020-04-08 15:07:44,BioBERT: a pre-trained biomedical language representation model ,"Code for fine-tuning BioBERT for biomedical text mining tasks such as biomedical NER, relation extraction, QA, etc."
341,2020-04-08 15:42:56,How to Unit Test Machine Learning Code,Wouldn’t suck to have to throw away perfectly good ideas because our implementations were buggy?
343,2020-04-08 15:52:19,Machine Learning Systems Design,Designing a machine learning system.
345,2020-04-08 16:14:23,HMTL: Hierarchical Multi-Task Learning,🌊 A State-of-the-Art neural network model for several NLP tasks based on PyTorch and AllenNLP
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.
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?
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."
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.
378,2020-04-08 19:37:57,Ray,Ray is a fast and simple framework for building and running distributed applications.
380,2020-04-08 21:05:06,Graph Nets,"PyTorch Implementation and Explanation of Graph Representation Learning papers involving DeepWalk, GCN, GraphSAGE, ChebNet & GAT."
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.
392,2020-04-08 21:53:06,Embedding Projector,"Visualization of high dimensional data, namely embeddings."
395,2020-04-08 22:12:24,Word2Viz: Explore Word Analogies,Interactive visualization of word analogies in GloVe.
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
401,2020-04-08 22:29:09,"Quick, Draw",Can a neural network learn to recognize doodling?
403,2020-04-08 22:44:04,A 2019 Guide to Speech Synthesis with Deep Learning,A look at recent deep learning based speech synthesis research and techniques.
408,2020-04-08 23:03:13,FlashTorch,Visualization toolkit for neural networks in PyTorch
411,2020-04-08 23:11:09,W&B: Weights and Biases,Track model training at scale.
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."
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.
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.
425,2020-04-09 01:41:48,Backtester,A backtesting framework for timeseries data.
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.”"
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"
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)."
431,2020-04-10 15:35:00,Genomic ULMFiT,ULMFiT for Genomic Sequence Data
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? "
434,2020-04-10 15:51:52,scispaCy,A full spaCy pipeline and models for scientific/biomedical documents.
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.
440,2020-04-10 17:39:19,lazynlp,Library to scrape and clean web pages to create massive datasets.
443,2020-04-10 17:51:39,AllenNLP Interpret,A Framework for Explaining Predictions of NLP Models
445,2020-04-10 18:00:50,Natural Language Processing With spaCy in Python,A comprehensive guide to NLP with spaCy.
446,2020-04-10 18:45:15,Tips for Successfully Training Transformers on Small Datasets,It turns out that you can easily train transformers on small datasets when you use tricks (and have the patience to train a very long time).
448,2020-04-10 19:14:59,🦄 How to build a SOTA Conversational AI with Transfer Learning,Train a dialog agent leveraging transfer Learning from an OpenAI GPT and GPT-2 Transformer language model.
452,2020-04-10 20:18:20,CS224n: Natural Language Processing with Deep Learning,"In this course, students will gain a thorough introduction to cutting-edge research in Deep Learning for NLP."
453,2020-04-10 20:23:21,CS231n: Convolutional Neural Networks for Visual Recognition,"Deep dive into details of the deep learning architectures with a focus on learning end-to-end models for these tasks, particularly image classification."
455,2020-04-10 20:31:09,Illustrated: Self-Attention,Step-by-step guide to self-attention with illustrations and code.
459,2020-04-10 21:05:32,Beyond the Pixel Plane: Sensing and Learning in 3d,Recent deep learning techniques that enable 3D object classification and semantic segmentation.
462,2020-04-11 16:52:35,A Visual Guide to Self-Labelling Images,A self-supervised method to generate labels via simultaneous clustering and representation learning
465,2020-04-13 02:18:51,3D Photography using Context-aware Layered Depth Inpainting,A multi-layer representation for novel view synthesis that contains hallucinated color and depth structures in regions occluded in the original view.
466,2020-04-13 18:48:40,Tokenizers: How Machines Read,A survey of different tokenization strategies in NLP.
467,2020-04-13 19:43:35,Practical Text Classification With Python and Keras,You will get a grasp of current advancements of (deep) neural networks and how they can be applied to text.
468,2020-04-13 19:45:46,Text Classification With Torchtext,This example shows how to train a supervised learning algorithm for classification using one of these TextClassification datasets.
469,2020-04-13 21:17:44,Understanding Text With Bert,Building a machine reading comprehension system using the latest advances in deep learning for NLP.
470,2020-04-13 21:38:20,Transfer Learning with T5: the Text-To-Text Transfer Transformer,"In the paper, we demonstrate how to achieve state-of-the-art results on multiple NLP tasks using a text-to-text transformer pre-trained on a large text corpus."
471,2020-04-13 21:48:48,Building a COVID-19 Project Recommendation System,"How to create a GitHub open source repo recommendation system web app with MLflow, Sagemaker, and Booklet.ai."
473,2020-04-13 22:33:21,Neural Machine Translation With Attention,This notebook trains a sequence to sequence (seq2seq) model for Spanish to English translation.
474,2020-04-13 22:48:49,PyTorch Tutorial for Deep Learning Researchers,This repository provides tutorial code for deep learning researchers to learn PyTorch.
476,2020-04-14 00:40:10,Show and Tell: A Neural Image Caption Generator,A TensorFlow implementation of the image-to-text model.
477,2020-04-14 01:46:32,SimpleGAN,A Tensorflow-based framework to ease the training of generative models
478,2020-04-14 02:41:43,Semantic Segmentation on MIT ADE20K dataset in PyTorch,Pytorch implementation for Semantic Segmentation/Scene Parsing on MIT ADE20K dataset.
480,2020-04-14 03:46:09,ViLBERT-MT: Multi-Task Vision & Language Representation Learning,A single ViLBERT Multi-Task model can perform 8 different vision and language tasks learnt from 12 datasets!
481,2020-04-14 03:50:18,Training an Image Classifier in PyTorch,"Torchvision, that has data loaders for common datasets such as Imagenet, CIFAR10, MNIST, etc. and data transformers for images, vizualization and data loaders."
482,2020-04-14 17:28:37,A Visual Exploration of DeepCluster,DeepCluster is a self-supervised method to combine clustering and representation learning
486,2020-04-14 20:12:43,A 2019 guide to Human Pose Estimation with Deep Learning,The basics of Human Pose Estimation (2D) and review the literature on this topic.
489,2020-04-14 22:22:40,"Deep Learning Based Super Resolution, Without Using a GAN","Techniques and training a deep learning model for image improvement, image restoration, inpainting and super resolution."
490,2020-04-14 22:35:21,U-Net Deep Learning Colorization of Greyscale Images,This article describes experiments training a neural network to generate 3 channel colour images from single channel greyscale images using deep learning.
491,2020-04-14 22:38:54,Deep Learning for Image Super-resolution: A Survey,This article aims to provide a comprehensive survey on recent advances of image super-resolution using deep learning approaches.
492,2020-04-14 22:41:52,Second-order Attention Network for Single Image Super-resolution,We propose a second-order attention network (SAN) for more powerful feature expression and feature correlation learning.
493,2020-04-14 22:52:49,DeepSORT: Deep Learning to Track Custom Objects in a Video,A look at deep learning based approached for object tracking.
494,2020-04-14 22:59:56,Fast Online Object Tracking and Segmentation: A Unifying Approach,We illustrate how to perform both realtime object tracking and semi-supervised video object segmentation using a fully-convolutional Siamese approach.
495,2020-04-14 23:10:48,Neural Style Transfer,This tutorial uses deep learning to compose one image in the style of another image (ever wish you could paint like Picasso or Van Gogh?).
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. "
501,2020-04-15 15:20:56,Shakespeare Meets Google's Flax,Application of RNNs in Flax: Character-Level Language Model.
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.
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."
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.
509,2020-04-15 16:34:04,Time Series Prediction with LSTM Using PyTorch,Time series applied to forecasting on the Airplane Passengers Dataset.
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.
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."
517,2020-04-15 17:31:22,An Intuitive Guide to Deep Network Architectures,"Intuition behind base network architectures like MobileNets, Inception, and ResNet."
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.
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.
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. "
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.
558,2020-04-16 15:49:29,PyTorch Notebooks,🔥A collection of PyTorch notebooks for learning and practicing deep learning
564,2020-04-17 13:16:09,Optimize your ML models,Learn to use optimize your custom image classification models (built-in tf.keras) using TensorFlow Lite and gain 10x reduction in model's size.
566,2020-04-17 21:57:35,Machine learning deserves its own flavor of Continuous Delivery,"When traveling in the data science world, I'm homesick for a smooth continuous delivery flow. My thoughts on approachable CD4ML."
574,2020-04-20 00:23:44,The Abstraction and Reasoning Corpus (ARC),"Can a computer learn complex, abstract tasks from just a few examples? ARC can be used to measure a human-like form of general fluid intelligence."
580,2020-04-20 00:57:03,GitHub Actions & Machine Learning Workflows with Hamel Husain," In this talk, Hamel will provide a brief tutorial on GitHub Actions, and will show you how you can use this new tool to automate your ML workflows."
581,2020-04-20 01:01:38,How To Create Semantic Search For Arbitrary Objects,An end-to-end example of how to build a system that can search objects semantically. By Hamel Husain & Ho-Hsiang Wu
598,2020-04-22 16:33:59,The Future of (Transfer Learning in) Natural Language Processing,"Transfer Learning in Natural Language Processing (NLP): Open questions, current trends, limits, and future directions."
599,2020-04-22 16:43:13,MONAI,AI Toolkit for Healthcare Imaging.
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.
602,2020-04-23 00:36:02,DialoGPT: Toward Human-Quality Conversational Response Generation,Large-scale pre-training for dialogue.
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
608,2020-04-23 12:52:02,PyImageSearch,An online platform of blogs on Computer Vision and Deep Learning.
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!"
621,2020-04-23 18:17:12,MixNMatch,Multifactor Disentanglement and Encoding for Conditional Image Generation
622,2020-04-23 21:40:09,MT-Clinical BERT,Scaling Clinical Information Extraction with Multitask Learning
623,2020-04-24 00:30:02,medaCy,🏥 Medical Text Mining and Information Extraction with spaCy
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!"
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)."
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.
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."
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.
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. "
658,2020-04-28 21:34:00,Gutenberg Dialog,Build a dialog dataset from online books in many languages.
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.
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)."
665,2020-04-29 10:46:20,Object-detection with multi-template matching,"This python package allows to perform object detection using one or a few template images, it provides a simpler alternative to deep-learning methods"
667,2020-04-29 18:34:28,No Trump Social Chrome Plugin,An AI-driven Browser Extension to Replace Trump Pics with Puppies!
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.
674,2020-04-30 17:52:55,YOLOv4: Optimal Speed and Accuracy of Object Detection,A minimal implementation of YOLOv4.
679,2020-05-01 16:17:32,Geometric and Relational Deep Learning,Videos from emerging fields of Graph Representation Learning and Geometric Deep Learning.
683,2020-05-01 16:35:06,TAPAS: Weakly Supervised Table Parsing via Pre-training,Using neural networks to find answers in tables.
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. "
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
"
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.
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.
694,2020-05-02 15:29:06,BLINK: Better entity LINKing,Entity Linking python library that uses Wikipedia as the target knowledge base.
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
700,2020-05-03 13:49:29,Fastai2 Vision Module,A detailed guide to using fastai2 Datablock API for common computer vision tasks
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."
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.
707,2020-05-05 03:36:50,The Big Bad NLP Database,A collection of 400+ NLP datasets with papers included.
708,2020-05-05 03:51:53,POINTER: Constrained Text Generation,Constrained Text Generation via Insertion-based Generative Pre-training
712,2020-05-05 05:55:46,Covid-19: A-Geo-Statistical-Analysis,Analysis with the time series data available for various countries.
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
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?
726,2020-05-06 01:10:55,ConvNets-TensorFlow2,Implementing a variety of popular and important CNN architectures
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."
733,2020-05-06 04:30:47,LandCover.ai,"Dataset for automatic mapping of buildings, woodlands and water from aerial imagery."
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.
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.
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.
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."
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.
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.
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?
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."""
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.
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.
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.
800,2020-05-11 00:44:10,Feature Stores for ML,List of production ML groups and their open-source feature store architectures.
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 "
820,2020-05-11 14:19:18,A Comprehensive Survey on Graph Neural Networks,A Comprehensive Survey on Graph Neural Networks.
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. "
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."
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."
826,2020-05-12 03:02:02,DANet PyTorch,A Pytorch implementation of Dual Attention Network for Scene Segmentation
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."
829,2020-05-12 05:07:35,Unsupervised Reinforcement Learning,Lecture on unsupervised reinforcement learning by Sergey Levine. Originally prepared for AAMAS 2020.
831,2020-05-13 02:24:24,CCNet_PyTorch,A PyTorch Implementation of CCNet: Criss-Cross Attention for Semantic Segmentation
832,2020-05-13 04:22:09,Image segmentation in 2020,"Architectures, Losses, Datasets, and Frameworks"
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.
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.
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."
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.
841,2020-05-13 05:10:58,BLEURT: Learning Robust Metrics for Text Generation,A metric for Natural Language Generation based on transfer learning.
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."
847,2020-05-13 22:53:36,HuggingTweets,Tweet Generation with Huggingface.
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).
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."
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.
855,2020-05-14 12:32:20,Fake new detection Pytorch,Fake News Detection by Learning Convolution Filters through Contextualized Attention.
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.
858,2020-05-14 14:35:37,Open-Dialog Chatbots for Learning New Languages,A tutorial for automatically generate code comments using Deep Learning.
860,2020-05-14 17:35:04,Electra,ELECTRA: Pre-training Text Encoders as Discriminators Rather Than Generators
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)
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.
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."
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"
868,2020-05-15 14:07:47,RXNMapper: Unsupervised Attention-Guided Atom-Mapping,The atom-mapping information was learned by an ALBERT model trained in an unsupervised fashion on a large dataset of chemical reactions.
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.
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).
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."
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."
880,2020-05-16 11:50:31,How Deep Is Your Love For Transfer Learning In NLP?,A review of NLP research
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
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.
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
"
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
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."
892,2020-05-17 02:08:12,DPOD: Pose Estimator,PyTorch recreation of a SOTA 6D Pose estimation research paper.
893,2020-05-17 04:44:04,ESTorch,ESTorch is an Evolution Strategy Library build around PyTorch.
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)."
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
901,2020-05-17 09:57:38,DoYouEvenLearn,Essential Guide to keep up with AI/ML/DL/CV
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. "
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.
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.
907,2020-05-18 14:53:33,TextAttack,A Python framework for building adversarial attacks on NLP models.
913,2020-05-19 03:19:59,aitextgen,A robust Python tool for text-based AI training and generation using GPT-2.
914,2020-05-19 03:25:11,How Hugging Face achieved a 2x performance boost for QA,Question Answering with DistilBERT in Node.js
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.
920,2020-05-20 02:35:11,Attentron,Few-shot text-to-speech exploiting attention-based variable length embedding
921,2020-05-20 02:39:09,Torch Points3D,Pytorch framework for doing deep learning on point clouds.
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.
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.
927,2020-05-21 03:16:17,FashionBERT,Text and image matching with adaptive loss for cross-modal retrieval.
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.
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 "
938,2020-05-22 01:01:32,Content and Style Disentanglement for Artistic Style Transfer,Hi-Res style transfer and interpolation between styles
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. "
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 "
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. "
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.
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
951,2020-05-23 03:19:00,YoloV3 implementation in keras and tensorflow 2.2,YoloV3 Real Time Object Detector in tensorflow 2.2.
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.
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.
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
962,2020-05-24 00:09:28,Basic ML Algorithms from scratch.,Implement basic Machine Learning Algorithms from scratch in python.
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?
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.
968,2020-05-24 16:40:46,Self Supervised Representation Learning in NLP,An overview of self-supervised pretext tasks in Natural Language Processing
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."
972,2020-05-25 03:23:16,Next Word Prediction,Using transformers to predict next word and predict <mask> word.
974,2020-05-25 03:28:32,PixelLib,Pixellib is a library for performing segmentation of images.
978,2020-05-25 05:53:46,TensorFlow.js - Gesture Controlled 2048,Gesture Controlled 2048 built with TensorFlow.js
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.
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."
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.
987,2020-05-26 13:16:48,Zero To One For NLP,A collection of all resources for learning NLP
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."
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.
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.
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.
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. "
1008,2020-05-29 02:28:53,face mask detection ,detects whether a person wearing a mask or not
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. "
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."
1013,2020-05-29 03:06:41,Guided Uncertainty-Aware Policy Optimization,Combining learning and model-based strategies for sample-efficient policy learning.
1018,2020-05-29 08:09:04,GOTURN-PyTorch,"PyTorch implementation of ""Learning to Track at 100 FPS with Deep Regression Networks"""
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.
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."
1022,2020-05-29 13:27:20,The designer - gpt2 bot that talks about UX Design,"This twitter profile spits out thoughts on design and development. Trained with hundreds of Books on UX design and Front end development, it has opinions."
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.
1025,2020-05-29 14:18:59,Forex Prediction,Using neural networks to predict movement of forex direction.
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."
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."
1035,2020-05-29 16:11:11,Zero Shot Topic Classification,Bart with a classification head trained on MNLI.
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”."
1046,2020-05-30 01:39:25,Illustrated Guide to Transformers,A component by component breakdown analysis.
1055,2020-05-30 09:02:27,Automatic-Face-Detection-Annotation-and-Preprocessing,"Automatically detect , annotate , collect the coordinates , convert to csv and to tfrecord"
1058,2020-05-30 09:43:39,SmartFeed.ai,NLP Based Article Recommendation System
1059,2020-05-30 10:50:55,Wheat Detection 🌾,This is a project for detecting and creating bounding box of wheat heads 🌾.
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.
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.
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"
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"
1080,2020-05-31 05:23:23,Dash DETR Detection App,A User Interface for DETR built with Dash. 100% Python.
1081,2020-05-31 05:28:53,AI Basketball Analysis,🏀 AI web app and API to analyze basketball shots and shooting pose.
1083,2020-05-31 08:20:06,Reverse Image Search,Have you ever wondered how google image search works or How amazon can retrieve products similar to the image that we upload in the app/site? To achieve this ta
1084,2020-05-31 08:22:45,Beginner’s guide to Machine Learning Model Deployment,Are you a beginner in the field of machine learning and wondering how to bring your project to live. I'm was in the same situation when I started learning ML. M
1093,2020-05-31 17:39:22,MedicalZoo PyTorch,A pytorch-based deep learning framework for multi-modal 2D/3D medical image segmentation
1094,2020-05-31 19:11:28,Paraphrase Any Question with T5 (Text-To-Text Transformer),"Given a question, generate paraphrased versions of the question with T5 transformer. Pretrained model and training script provided."
1100,2020-06-01 05:56:43,Movie Recommendation System,This is a web app which recommends movies based on their plots found on IMDb.
1104,2020-06-01 10:02:09,Convnet Galaxy Morphology Classifier,Classify galaxies from Hubble Tuning Fork using Convnet.
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.
1110,2020-06-01 16:44:55,Deep learning Architecture: AlexNet,Explaining network architecture for AlexNet
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."
1112,2020-06-01 18:57:31,Document search engine,NLP based search engine for single page pdf files.
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"
1121,2020-06-02 05:07:17,Motion2Vec,Semi-Supervised Representation Learning from Surgical Videos
1122,2020-06-02 05:10:18,Machine Learning: Tests and Production,Best practices for testing ML-based systems.
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"
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.
1132,2020-06-02 14:56:10,T5 for Sentiment Span Extraction,Exploring how T5 works and applying it for sentiment span extraction.
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
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."
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.
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.
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
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."
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.
1165,2020-06-04 03:53:43,YOLOv4,A TensorFlow 2.0 implementation of YOLOv4: Optimal Speed and Accuracy of Object Detection.
1166,2020-06-04 03:55:53,Acme: A Research Framework for Reinforcement Learning,A library of reinforcement learning components and agents.
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.
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"
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."
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."
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. "
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.
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.
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?
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.
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.
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)
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.
1215,2020-06-06 19:00:39,Pytorch Faster RCNN,Fine Tune Faster RCNN in pytorch for your task.
1222,2020-06-07 04:34:58,Paragraph Summarizer,Uses the extractive way of summarizing the text by finding the score and ranking it.
1223,2020-06-07 04:39:32,Leafy: Plant Leaf Classifier,The sequential model trained on images from the leafsnap.com
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 "
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)
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
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.
1243,2020-06-08 08:39:34,Timeseries Anomaly Detection using an Autoencoder,Detect anomalies in a timeseries using an Autoencoder.
1246,2020-06-08 09:47:02,Fairseq-tagging,"a Fairseq fork for sequence tagging/labeling tasks
"
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-"
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.
1255,2020-06-09 01:50:33,TransformerTTS,🤖💬 Transformer TTS: Implementation of a non-autoregressive Transformer based neural network for text to speech.
1257,2020-06-09 01:58:48,How Big Should My Language Model Be?,Tool to explore language model training and optimize the compute costs.
1258,2020-06-09 02:04:49,MSeg: A Composite Dataset for Multi-domain Semantic Segmentation,A composite dataset that unifies semantic segmentation datasets from different domains.
1259,2020-06-09 02:11:15,Network Fusion for Content Creation With Conditional Inns,"We present a method to repurpose powerful, existing models for new tasks, even though they have never been designed for them."
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."
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.
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."
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.
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"
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."
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.
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.
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.
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. "
1312,2020-06-11 20:37:47,OpenAI API,API for accessing new AI models developed by OpenAI.
1320,2020-06-12 04:17:08,Implementation of a Contextual Chatbot in PyTorch,Simple chatbot implementation with PyTorch.
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
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.
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"
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.
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."
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. "
1398,2020-06-14 05:51:06,Super-resolution Variational Auto-Encoders,VAE with RealNVP prior and Super-Resolution VAE in PyTorch.
1399,2020-06-14 05:57:16,Video object grounding,Video object grounding using semantic roles in language description.
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)
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."
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.
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.
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.
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
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."
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. "
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."
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""."
1460,2020-06-16 03:21:07,Instance Shadow Detection,Instance shadow detection aims to find shadow instances paired with object instances.
1461,2020-06-16 03:24:02,Detectron2,FAIR's next-generation platform for object detection and segmentation.
1473,2020-06-16 22:37:58,tslearn,A machine learning toolkit dedicated to time-series data.
1475,2020-06-16 22:45:15,PyTorch3D,FAIR's library of reusable components for deep learning with 3D data.
1476,2020-06-16 22:48:45,Course Review - Causal Inference,Types of understanding that causal inference researchers value.
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."
1480,2020-06-16 23:06:13,A Guide to Natural Language Processing With AllenNLP,basics of using AllenNLP
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."
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.
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.
1492,2020-06-18 00:06:53,Q*BERT,Agents that build knowledge graphs and explore textual worlds by asking questions.
1499,2020-06-18 13:41:39,History of Language Models - Alec Radford,A quick history of language models
1502,2020-06-18 19:45:49,Generate Boolean (Yes/No) Questions From Any Content ,Question generation algorithm trained on the BoolQ dataset using T5 text-to-text transformer model.
1504,2020-06-19 06:19:25,Fast Neural Style Transfer (feed-forward method) ⚡💻 + 🎨 = ❤️,This repo contains a concise PyTorch implementation of the original feed-forward NST paper.
1505,2020-06-19 06:22:56,Diverse Image Generation via Self-Conditioned GANs,A simple but effective unsupervised method for generating realistic & diverse images using a class-conditional GAN model without using manually annotated class.
1506,2020-06-19 06:26:17,Using GitHub Actions for MLOps & Data Science,A collection of resources on how to facilitate Machine Learning Ops with GitHub.
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. ✂️
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.
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.
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."
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
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"
1546,2020-06-22 00:46:32,DeepSNAP,Python library assists deep learning on graphs.
1547,2020-06-22 00:50:30,RoBERTa meets TPUs,Understanding and applying the RoBERTa model to the current challenge.
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.
1551,2020-06-22 03:17:48,Pokemon Classifier,I want to build a classifier that can classify 150 types of Pokemon.
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.
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.
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."
1569,2020-06-22 16:52:01,Trackable,The project deals with tracking humans in a narrow hallway under different lighting conditions.
1571,2020-06-23 02:04:12,Stochastic Segmentation Networks,An efficient probabilistic method for modelling aleatoric uncertainty with any image segmentation network architecture.
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.
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.
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."
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.
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.
1587,2020-06-24 03:25:25,Deep Learning Based Text Classification: A Comprehensive Review,An overview of deep learning approaches to text classification.
1589,2020-06-24 03:33:09,jiant,A software toolkit for research on general-purpose text understanding models.
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."
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.
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.
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
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.
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.
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.
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.
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.
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."
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"
1614,2020-06-27 04:15:51,Natural Language Processing Roadmap,Roadmap for learning NLP topics.
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."
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"
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."
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."
1622,2020-06-27 14:18:13,Building AI Trading Systems,Lessons learned building a profitable algorithmic trading system using Reinforcement Learning techniques.
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.
1629,2020-06-28 07:37:00,TF Lite Semantic Segmentation Models,Faster and lighter TF Lite models can perform semantic segmentation.
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. "
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.
"
1638,2020-06-29 02:56:43,Dakshina Dataset,A collection of text in both Latin and native scripts for 12 South Asian languages.
1639,2020-06-29 02:58:52,Computer Vision Recipes,This repository provides examples and best practice guidelines for building computer vision systems.
1644,2020-06-29 12:42:44,A research guide for data scientists,Tips on research from top data scientists
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
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?
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."
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.
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.
1651,2020-06-30 02:52:41,High-Resolution Image Inpainting,"High-Resolution Image Inpainting with Iterative Confidence Feedback and Guided Upsampling.
"
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. "
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
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.
1662,2020-07-01 07:00:50,Image synthesis at CVPR 2020,An overview of the different approaches to image synthesis at CVPR 2020.
1663,2020-07-01 07:08:45,Sktime,A python toolbox for machine learning with time series.
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."
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."
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."
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."
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
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."
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."
1698,2020-07-04 01:07:48,Learning to Cartoonize Using White-box Cartoon Representations,An approach for image cartoonization using GANs.
1699,2020-07-04 01:10:18,Reinforcement Learning Tutorial,"Important reinforcement learning (RL) algorithms, including policy iteration, Q-Learning, and Neural Fitted Q."
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.
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."
1706,2020-07-04 11:05:28,PokeZoo,A deep learning based web-app developed using the MERN stack and Tensorflow.js.
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.
1721,2020-07-07 04:21:20,TensorflowTTS,Real-Time State-of-the-art Speech Synthesis for Tensorflow 2.
1722,2020-07-07 04:23:38,spaczz: Fuzzy matching and more for spaCy,Fuzzy matching and more functionality for spaCy.
1723,2020-07-07 04:26:45,BioSyn,Biomedical Entity Representations with Synonym Marginalization
1724,2020-07-08 04:02:50,Image Classifier: In the Browser,Using Tensorflow.js to make the prediction directly in the browser.
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. "
1728,2020-07-08 04:24:07,Bounding Box Prediction from Scratch using PyTorch,Multi-Task learning — Bounding Box Regression + Image Classification
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.
1730,2020-07-08 04:30:28,TextBrewer,a PyTorch-based model distillation toolkit for 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.
"
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.
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."
1753,2020-07-10 02:44:11,TUDatasets,A collection of benchmark datasets for graph classification and regression.
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.
1755,2020-07-10 02:51:24,Easy OCR,"Ready-to-use OCR with 40+ languages supported including Chinese, Japanese, Korean and Thai.
"
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."
1767,2020-07-11 05:05:31,Imagenette,Imagenette is a subset of 10 easily classified classes from Imagenet.
1768,2020-07-11 05:08:02,TextAugment,Improving Short Text Classification through Global Augmentation Methods
1769,2020-07-11 05:10:10,niacin,"A Python library for replacing the missing variation in your text data.
"
1771,2020-07-11 05:16:17,Albumentations,Fast image augmentation library and easy to use wrapper around other libraries.
1772,2020-07-11 05:19:05,Augmentor,Image augmentation library in Python for machine learning.
1777,2020-07-11 05:37:12,tsfresh,Automatic extraction of relevant features from 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
"
1795,2020-07-11 06:37:35,Chakin ,Simple downloader for pre-trained word vectors.
1796,2020-07-11 06:39:39,Top2Vec,"Top2Vec learns jointly embedded topic, document and word vectors.
"
1797,2020-07-11 06:42:29,Contextualized Topic Models,A python package to run contextualized topic modeling.
1800,2020-07-11 06:51:58,jellyfish,🎐 a python library for doing approximate and phonetic matching of strings.
1802,2020-07-11 06:57:28,SentencePiece,"Unsupervised text tokenizer for Neural Network-based text generation.
"
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.
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
"
1817,2020-07-11 07:55:23,Artifacts - Weights & Biases,"Effortless pipeline tracking and production model management
"
1818,2020-07-11 08:07:35,DeepkitAI,The Open-Source Machine Learning Devtool and Training Suite.
1819,2020-07-11 08:14:03,Neptune.ai,The most lightweight experiment management tool that fits any workflow.
1820,2020-07-11 08:17:17,Rasa,An open source machine learning framework to automate text-and voice-based conversations.
1831,2020-07-11 11:36:26,TF Sprinkles,Fast and efficient sprinkles augmentation implemented in TensorFlow.
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.
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. "
1840,2020-07-12 00:59:27,TensorFlow 2 meets the Object Detection API,TF Object Detection API (OD API) officially supports TensorFlow 2!
1843,2020-07-12 13:35:20,Cortex,Build machine learning APIs.
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
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!
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."
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."
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."
1855,2020-07-14 03:17:25,ULMFiT Airline Sentiment Analysis,Transfer Learning using pretrained ULMFiT model
1856,2020-07-14 03:21:00,DeepDream Video Style Transfer,DeepDream on Video
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."
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"
1865,2020-07-14 22:55:08,PDFTableExtract,Build a parser to extract the table in PDF document with RetinaNet
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."
1868,2020-07-15 03:52:31,Selfie2Anime with TFLite,An end-to-end tutorial with TensorFlow Lite for Selfie2Anime (U-GAT-IT).
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."
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.
1872,2020-07-16 04:19:37,An Icon Classifier with TensorFlow Lite Model Maker,An Icon Classifier with TensorFlow Lite Model Maker
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."
1880,2020-07-16 17:43:48,AdapterHub: A Framework for Adapting Transformers,Huggingface Transformers + Adapters
1882,2020-07-16 17:51:48,Object Detection with RetinaNet,Implementing RetinaNet: Focal Loss for Dense Object Detection.
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. "
1886,2020-07-17 08:27:56,Medical Zoo - 3D Multi-modal Medical Image Segmentation,My articles on deep learning in medical imaging
1887,2020-07-17 16:48:13,Computer Vision Pretrained Models,A collection of computer vision pre-trained models.
1889,2020-07-17 17:20:20,NLP Pretrained Models,"A collection of Natural language processing pre-trained models.
"
1896,2020-07-19 00:40:37,Machine Learning Production Pipeline,"Project Flow and Landscape
"
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."
1899,2020-07-19 03:59:41,StyleGAN Encoder,Encodes real images into the latent space of a StyleGAN model.
1900,2020-07-19 04:12:40,WikiArt StyleGAN 2 Model,A conditional StyleGAN 2 model trained on images from WikiArt
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."
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).
1904,2020-07-19 12:44:53,Implementation of Face Net in TensorFlow - 2.0,This repository is a naive unofficial implementation of Face Net paper - 2015 .This implementation opts online mode of semi - hard triplet mining.
1910,2020-07-19 15:44:21,Azure Machine Learning Template,Azure Machine Learning template for MNIST classifier
1913,2020-07-19 16:55:33,Teachable Machine (Image Classifier),A teachable image classifier that runs on any browser built using TensorFlow JS.
1914,2020-07-19 16:59:37,TensorFlow JS- Object Detection in Browser,A real-time object detection model in your browser using TensorFlow JS.
1916,2020-07-20 00:01:38,How to Stop Worrying About Compositionality,"Review the tenets of compositionality, and to highlight how each theory has evolved to match particular theoretical positions about the nature of language."
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
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.
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"
1923,2020-07-20 18:59:04,PyTorch Geometric Temporal,A Temporal Extension Library for PyTorch Geometric
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).
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)."
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.
1929,2020-07-20 23:55:33,Structured Self Attention,Implementation for the paper A Structured Self-Attentive Sentence Embedding (https://arxiv.org/abs/1703.03130 ). Model interpretability / explainability.
1933,2020-07-21 01:42:42,TurboTransformers,A fast and user-friendly runtime for transformer inference on CPU and GPU.
1938,2020-07-21 11:50:53,Rasa NLU Examples,Experimental components for Rasa NLU pipelines.
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"
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."
1943,2020-07-22 03:32:30,Do we Need Deep Graph Neural Networks?,Does depth in graph neural network architectures bring any advantage?
1945,2020-07-22 03:39:13,Pandera,A flexible and expressive pandas data validation library.
1952,2020-07-24 06:28:15,TensorFlow Serving,"A flexible, high-performance serving system for machine learning models, designed for production environments. "
1953,2020-07-24 06:30:44,BentoML,BentoML is an open-source framework for high-performance ML model serving.
1954,2020-07-24 06:43:59,Azure ML,MLOps using Azure ML.
1955,2020-07-24 06:47:29,Shape and Viewpoint without Keypoints,"Recover the 3D shape, pose and texture from a single image, trained on an image collection without any ground truth 3D shape, multi-view, camera viewpoints."
1965,2020-07-25 02:58:40,model-logger,Model-Logger is a Python library for storing model's profile and rapid inter model comparison.
1968,2020-07-26 04:48:40,Sentiment Analysis With Transformers,"Sentiment analysis neural network trained by fine-tuning BERT, ALBERT, or DistilBERT on the Stanford Sentiment Treebank."
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."
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
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."
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."
1983,2020-07-28 04:14:12,CoreML Model Zoo,Collection of unified and converted pre-trained models.
1984,2020-07-28 04:18:00,How GPT3 Works - Visualizations and Animations,A compilation of my threads explaining GPT3.
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."
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
1992,2020-07-29 03:41:04,Time series forecasting,A thorough introduction to time series forecasting using TensorFlow.
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.
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."
1999,2020-07-30 03:57:32,Small differences in BLEU are meaningless,Only big differences in metric scores are meaningful in MT.
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?"
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."
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.
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."
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"
2012,2020-07-30 15:04:28,LabelStoma: stomata detection using YOLO,LabelStoma is a graphical image tool for automatically detecting stomata in images.
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.
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
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.
2022,2020-08-01 14:41:37,Simple Transformers,"Transformers for Classification, NER, QA, Language Modeling, Language Generation, T5, Multi-Modal, and Conversational AI."
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.
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.
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
2030,2020-08-02 12:38:08,A Few Favorite Recipes in Computer Vision & Deep Learning,This blog post enlists a few of my favorite recipes in deep learning in the context of computer vision (as of August 2020).
2031,2020-08-02 14:46:10,NeuralQA - API and Visual Interface for Extractive QA,A Usable Library for Question Answering on Large Datasets with BERT
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."
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.
2035,2020-08-04 02:49:24,Act - GitHub Actions locally,Run your GitHub Actions locally.
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."
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. "
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."
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
2045,2020-08-05 06:40:32,Evaluation Metrics For Information Retrieval,Learn about common metrics used to evaluate performance of information retrieval systems
2047,2020-08-05 15:18:46,Test-Time Data Augmentation,Tutorial on how to properly implement test-time image data augmentation in a production environment with limited computational resources.
2048,2020-08-05 16:50:22,SadedeGel: An extraction based Turkish news summarizer,"""Sadede Gel"" in Turkish, means ""cut to the chase"". "
2051,2020-08-05 20:13:51,MobyDick word frequency,Getting the count of the words in Moby Dick story using both web scraping and NLP
2053,2020-08-05 20:30:33,Image Classification with Keras,Build a pipeline to train an image classifier in Keras and tune hyperparameters to optimize the performance of our classifier.
2054,2020-08-05 20:34:09,Dropout in PyTorch – An Example,"An example of adding Dropout to a PyTorch model, and observe the effect dropout has on the model's performance by tracking our models in Weights & Biases."
2057,2020-08-06 04:06:11,"Data Science Meets Devops: MLOps with Jupyter, Git, & Kubernetes","An end-to-end example of deploying a machine learning product using Jupyter, Papermill, Tekton, GitOps and Kubeflow."
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.
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.
2098,2020-08-06 23:15:45,Digital Image Processing in Python,Play around with pixel values with Python programming language.
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."
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.
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
"
2111,2020-08-10 03:26:16,InvoiceNet,"Deep neural network to extract intelligent information from PDF invoice documents.
"
2112,2020-08-10 03:41:31,Search for visual datasets,"By task, application, class, label or format."
2113,2020-08-10 04:01:03,GAN-BERT,Enhancing the BERT training with Semi-supervised Generative Adversarial Networks.
2114,2020-08-10 04:03:51,tsaug,A Python package for time series augmentation.
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.
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."
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.
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."
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."
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."
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. "
2141,2020-08-14 03:15:38,hloc - the hierarchical localization toolbox,Visual localization made easy.
2147,2020-08-15 01:17:07,Practical Tips and Tricks for Successful Transfer Learning,Training models to learn knowledge and skills from other related tasks that will transfer and boost performance on tasks of interest.
2148,2020-08-15 01:22:01,txtai: AI-powered search engine,AI-powered search engine.
2151,2020-08-15 05:32:22,Drowsiness Detection System using OpenCV and Flask in Python ,"This system provides an overview of a system that detects whether a person is drowsy while driving and if so, alerts him by using voice messages in real-time. "
2155,2020-08-15 14:49:16,"GPT-3, The model simply knows!",Brief Introduction about the gigantic GPT-3. a new leap in AI and Natural Language processing.
2159,2020-08-16 01:02:18,Solaris,CosmiQ Works Geospatial Machine Learning Analysis Toolkit.
2163,2020-08-17 03:19:46,Safe Space - Github Action,Github action that checks the toxicity level of comments and PR reviews to help make repos safe spaces.
2164,2020-08-17 03:24:46,Intro to Autoencoders,"This tutorial introduces autoencoders with three examples: the basics, image denoising, and anomaly detection."
2166,2020-08-17 05:19:41,Pix2Pix,"Tensorflow 2.0 Implementation of the paper Image-to-Image Translation using Conditional GANs by Philip Isola, Jun-Yan Zhu, Tinghui Zhou and Alexei A. Efros."
2167,2020-08-17 06:27:31,Insight,Project Insight is designed to create NLP as a service with code base for both front end GUI (streamlit) and backend server (FastAPI) the usage of transformers
2168,2020-08-17 10:55:43,Onceupon.space,NLP experiment in story-telling that creates illustrations (text to sketch) and content (text generation)
2173,2020-08-18 04:16:33,Fine-tuning with custom datasets,This tutorial will take you through several examples of using 🤗 Transformers models with your own datasets.
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."
2188,2020-08-19 15:16:46,Great Expectations,Always know what to expect from your data.
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."
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."
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."
2204,2020-08-22 17:19:00,Tensorflow Object Detection with Tensorflow 2,Object Detection with Tensorflow 2 and the Tensorflow Object Detection API
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.
2214,2020-08-24 11:16:47,vedaseg,vedaseg is an open source semantic segmentation toolbox based on PyTorch.
2215,2020-08-24 11:52:10,vedastr,vedastr is an open source scene text recognition toolbox based on PyTorch.
2218,2020-08-25 13:57:49,CascadeTabNet,"An approach for end-to-end table detection and structure recognition from image-based documents
"
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.
2223,2020-08-26 04:21:37,AxCell,Automatic Extraction of Results from Machine Learning Papers
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."
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.
2238,2020-08-28 01:24:08,Spinning Up in Deep RL (OpenAI),An educational resource to help anyone learn deep reinforcement learning.
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"
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.
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.
2247,2020-08-30 11:48:19,Unsupervised Keyphrase Extraction,Learn about unsupervised algorithms for automatically extracting representative keyword and phrases from documents
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."
2252,2020-08-31 23:40:26,Explore then Execute,Adapting without Rewards via Factorized Meta-Reinforcement Learning
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"
2258,2020-09-02 09:05:08,Graph Convolutions for dummies,An article explaining Graph Convolutional Networks as simply as possible.
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.
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.
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+."
2264,2020-09-04 01:24:22,MushroomRL,Python library for Reinforcement Learning.
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."
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.
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
2273,2020-09-05 18:22:44,ONNX Transformers,Accelerated NLP pipelines for fast inference 🚀 on CPU. Built with 🤗 Transformers and ONNX runtime.
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
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.
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
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>
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.
2287,2020-09-07 20:56:51,omega|ml - building and deploying ML models the easy way,Deploying ML is hard. It should not be. omega|ml makes it a breeze.
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."
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."
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.
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.
"
2298,2020-09-11 00:02:10,torchCDE,Differentiable controlled differential equation solvers for PyTorch with GPU support and memory-efficient adjoint backpropagation.
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.
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.
2304,2020-09-11 17:54:04,Graph Neural Networks,A descriptive guide for Graph Neural Networks.
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."
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.
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.
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."
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."
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.
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.
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?
2341,2020-09-20 00:34:03,PyTorch Forecasting,Time series forecasting with PyTorch.
2342,2020-09-20 03:24:58,Norfair,Lightweight Python library for adding real-time 2D object tracking to any detector.
2344,2020-09-21 00:20:00,Labelai,"Labelai is an online tool designed to label images, useful for training AI models."
2345,2020-09-21 00:26:02,Remo,🐰 Python lib for remo - the app for annotations and images management in 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.
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.
2353,2020-09-22 13:04:04,TF Geometric,Efficient and Friendly Graph Neural Network Library for TensorFlow 1.x and 2.x.
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
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.
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. "
2368,2020-09-25 07:47:27,TableQA,AI tool for querying natural language on tabular data like csvs and other dataframes.
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
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.
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!!
2373,2020-09-25 22:41:22,GraphNorm,A Principled Approach to Accelerating Graph Neural Network Training.
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
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.
2388,2020-09-27 22:09:32,SemTorch,Different deep learning architectures definitions that can be applied to image segmentation.
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.
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.
2396,2020-09-29 00:36:12,EfficientDet meets Pytorch Lightning,Beginner friendly guide to object detection using EfficientDet.
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.
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."
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.
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.
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?
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."
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."
2417,2020-10-02 09:44:25,Parallelizing Prophet Cross-Validation with Dask,Applied Example w/ Code
2418,2020-10-02 10:16:17,Top Research Papers from the ECML-PKDD 2020 Conference,ECML-PKDD -> selectionof the best reaesch papers
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.
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"""
2423,2020-10-03 20:27:36,Imaginaire,NVIDIA PyTorch GAN library with distributed and mixed precision support.
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.
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.
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.
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.
"
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!
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."
1 id created_on title description
2 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.
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.
4 9 2020-02-24 16:24:45 Awesome Graph Classification A collection of important graph embedding, classification and representation learning papers with implementations.
5 15 2020-02-28 23:55:26 Awesome Monte Carlo Tree Search A curated list of Monte Carlo tree search papers with implementations.
6 25 2020-03-07 23:04:31 AttentionWalk A PyTorch Implementation of "Watch Your Step: Learning Node Embeddings via Graph Attention" (NeurIPS 2018).
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).
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).
9 29 2020-03-07 23:45:38 Signed Graph Convolutional Network A PyTorch implementation of "Signed Graph Convolutional Network" (ICDM 2018).
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).
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.
12 65 2020-03-19 18:42:05 Coloring Greyscale Images Coloring black and white images with neural networks.
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
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.
15 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
16 78 2020-03-20 03:32:09 The Illustrated Self-Supervised Learning A visual introduction to self-supervised learning methods in 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.
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.
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.
20 91 2020-03-20 18:30:04 Pytest Board Continuous pytest runner with awesome visualization.
21 92 2020-03-20 18:43:50 Image Spam Buster - Kreate Hackathon "Spam Buster" for user generated IMAGE content.
22 98 2020-03-20 19:16:43 Bachelorette Predictor Predict the Bachelorette winners from profile images.
23 99 2020-03-20 21:32:14 Gender Change of People's Face using CycleGAN CycleGAN architecture in Keras and train the model with CelebA faces dataset to perform gender change on people's faces.
24 101 2020-03-21 04:19:04 ELECTRA: Pre-training Text Encoders as Discriminators PyTorch implementation of the electra model from the paper: ELECTRA - Pre-training Text Encoders as Discriminators Rather Than Generators
25 108 2020-03-21 23:17:38 Tuned ALBERT (ensemble model) Top 6 in Squad 2.0
26 109 2020-03-21 23:25:33 iyasai: Book Recommendation System Recommender system for books and stories that could help you and your loved ones lift up your mood whenever you are facing stress or unpleasant situations.
27 112 2020-03-21 23:58:46 Learning to See before Learning to Act: Visual Pre-training We find that pre-training on vision tasks significantly improves generalization and sample efficiency for learning to manipulate objects.
28 115 2020-03-22 01:26:14 SOLT: Data Augmentation for Deep Learning Data augmentation library for Deep Learning, which supports images, segmentation masks, labels and key points.
29 116 2020-03-22 01:37:27 PCDet: 3D Point Cloud Detection PCDet Toolbox in PyTorch for 3D Object Detection from Point Cloud
30 117 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).
31 118 2020-03-22 21:46:52 Sinext Sign language to text with OpenCV and MNIST sign-language dataset
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.
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.
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.
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.
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
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.
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.
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.
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.
41 140 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
42 145 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.
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.
44 148 2020-03-30 14:13:46 An Illustrated Guide to Graph Neural Networks A breakdown of the inner workings of GNNs.
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
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.
47 157 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
48 158 2020-04-03 04:41:07 Tracking Objects as Points Simultaneous object detection and tracking using center points.
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.
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.
51 163 2020-04-03 20:21:13 NLP Newsletter Democratizing Artificial Intelligence Research, Education, and Technologies.
52 168 2020-04-04 17:54:28 Self-Supervised Scene De-occlusion We investigate the problem of scene de-occlusion, which aims to recover the underlying occlusion ordering and complete the invisible parts of occluded objects.
53 173 2020-04-05 03:00:05 Design Patterns for Production NLP Systems Designs and tips for designing NLP production systems.
54 181 2020-04-05 14:56:34 Talking-Heads Attention A variation on multi-head attention which includes linear projections across the attention-heads dimension, immediately before and after the softmax operation.
55 183 2020-04-05 17:50:10 What does a CNN see? First super clean notebook showcasing @TensorFlow 2.0. An example of end-to-end DL with interpretability.
56 219 2020-04-06 14:10:22 Natural Language Processing: Pretraining - d2l An interactive deep learning book with code, math, and discussions, based on the NumPy interface.
57 224 2020-04-06 16:48:44 Understanding Convolutional Neural Networks for NLP More recently we’ve also started to apply CNNs to problems in Natural Language Processing and gotten some interesting results.
58 234 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.
59 237 2020-04-06 18:02:48 Common Architectures in Convolutional Neural Networks In this post, I'll discuss commonly used architectures for convolutional networks.
60 238 2020-04-06 18:37:33 Googletrans Googletrans: Free and Unlimited Google translate API for Python. Translates totally free of charge.
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.
62 250 2020-04-06 19:24:06 Doccano Open source text annotation tool for machine learning practitioner.
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.
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.
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.
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.
67 255 2020-04-06 20:30:27 NLP for Developers: Transformers | Rasa In this video, Rasa Developer Advocate Rachael will talk about what transformers are, how they work, when they're used and some common errors.
68 256 2020-04-06 20:42:05 A Visual Guide to Using BERT for the First Time Tutorial for how to use a variant of BERT to classify sentences.
69 257 2020-04-06 20:45:45 The Illustrated GPT-2 (Visualizing Transformer Language Models) Visuals explaining the inner-workings of transformers.
70 259 2020-04-06 20:51:58 The Illustrated Word2vec In this post, we’ll go over the concept of embedding, and the mechanics of generating embeddings with word2vec.
71 260 2020-04-06 20:55:32 The Illustrated BERT, ELMo, and co. How NLP cracked transfer learning.
72 261 2020-04-06 21:00:34 The Illustrated Transformer In this post, we will look at The Transformer – a model that uses attention to boost the speed with which these models can be trained.
73 262 2020-04-06 21:11:40 Visualizing A Neural Machine Translation Model Mechanics of seq2seq models with attention.
74 269 2020-04-06 22:46:54 Attention Mechanism Main concepts behind Attention, including an implementation of a sequence-to-sequence Attention model, followed by the application of Attention in Transformers.
75 270 2020-04-06 22:50:30 Attention? Attention! In this post, we are gonna look into how attention was invented, and various attention mechanisms and models, such as transformer and SNAIL.
76 271 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.
77 272 2020-04-06 23:38:26 The Annotated GPT-2 GPT-2 explained with visualization and PyTorch code.
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.
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.
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?
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.
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.
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.
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.
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.
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.
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.
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.
89 294 2020-04-07 15:36:13 PyTorch Geometric Geometric deep learning extension library for PyTorch.
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.
91 306 2020-04-07 20:07:28 BERT Research - Key Concepts & Sources Video series on BERT's key concepts and sources.
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!
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.
94 313 2020-04-08 00:02:27 NVIDIA Neural Modules: NeMo A toolkit for conversational AI.
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.
96 316 2020-04-08 00:12:26 Clinical BERT Repository for Publicly Available Clinical BERT Embeddings
97 318 2020-04-08 00:16:55 Computer Vision Annotation Tool (CVAT) Free, online, interactive video and image annotation tool for computer vision.
98 319 2020-04-08 00:19:04 LabelImg 🖍️ A graphical image annotation tool and label object bounding boxes in images.
99 327 2020-04-08 14:16:28 How to Steal Modern NLP Systems with Gibberish? It’s possible to steal BERT-based models without any real training data, even using gibberish word sequences.
100 334 2020-04-08 15:04:28 BioWordVec & BioSentVec Pre-trained embeddings for biomedical words and sentences
101 335 2020-04-08 15:07:44 BioBERT: a pre-trained biomedical language representation model Code for fine-tuning BioBERT for biomedical text mining tasks such as biomedical NER, relation extraction, QA, etc.
102 341 2020-04-08 15:42:56 How to Unit Test Machine Learning Code Wouldn’t suck to have to throw away perfectly good ideas because our implementations were buggy?
103 343 2020-04-08 15:52:19 Machine Learning Systems Design Designing a machine learning system.
104 345 2020-04-08 16:14:23 HMTL: Hierarchical Multi-Task Learning 🌊 A State-of-the-Art neural network model for several NLP tasks based on PyTorch and AllenNLP
105 347 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.
106 349 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?
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.
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.
109 378 2020-04-08 19:37:57 Ray Ray is a fast and simple framework for building and running distributed applications.
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.
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.
112 392 2020-04-08 21:53:06 Embedding Projector Visualization of high dimensional data, namely embeddings.
113 395 2020-04-08 22:12:24 Word2Viz: Explore Word Analogies Interactive visualization of word analogies in GloVe.
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
115 401 2020-04-08 22:29:09 Quick, Draw Can a neural network learn to recognize doodling?
116 403 2020-04-08 22:44:04 A 2019 Guide to Speech Synthesis with Deep Learning A look at recent deep learning based speech synthesis research and techniques.
117 408 2020-04-08 23:03:13 FlashTorch Visualization toolkit for neural networks in PyTorch
118 411 2020-04-08 23:11:09 W&B: Weights and Biases Track model training at scale.
119 419 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.
120 423 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.
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.
122 425 2020-04-09 01:41:48 Backtester A backtesting framework for timeseries data.
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.”
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
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).
126 431 2020-04-10 15:35:00 Genomic ULMFiT ULMFiT for Genomic Sequence Data
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?
128 434 2020-04-10 15:51:52 scispaCy A full spaCy pipeline and models for scientific/biomedical documents.
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.
130 440 2020-04-10 17:39:19 lazynlp Library to scrape and clean web pages to create massive datasets.
131 443 2020-04-10 17:51:39 AllenNLP Interpret A Framework for Explaining Predictions of NLP Models
132 445 2020-04-10 18:00:50 Natural Language Processing With spaCy in Python A comprehensive guide to NLP with spaCy.
133 446 2020-04-10 18:45:15 Tips for Successfully Training Transformers on Small Datasets It turns out that you can easily train transformers on small datasets when you use tricks (and have the patience to train a very long time).
134 448 2020-04-10 19:14:59 🦄 How to build a SOTA Conversational AI with Transfer Learning Train a dialog agent leveraging transfer Learning from an OpenAI GPT and GPT-2 Transformer language model.
135 452 2020-04-10 20:18:20 CS224n: Natural Language Processing with Deep Learning In this course, students will gain a thorough introduction to cutting-edge research in Deep Learning for NLP.
136 453 2020-04-10 20:23:21 CS231n: Convolutional Neural Networks for Visual Recognition Deep dive into details of the deep learning architectures with a focus on learning end-to-end models for these tasks, particularly image classification.
137 455 2020-04-10 20:31:09 Illustrated: Self-Attention Step-by-step guide to self-attention with illustrations and code.
138 459 2020-04-10 21:05:32 Beyond the Pixel Plane: Sensing and Learning in 3d Recent deep learning techniques that enable 3D object classification and semantic segmentation.
139 462 2020-04-11 16:52:35 A Visual Guide to Self-Labelling Images A self-supervised method to generate labels via simultaneous clustering and representation learning
140 465 2020-04-13 02:18:51 3D Photography using Context-aware Layered Depth Inpainting A multi-layer representation for novel view synthesis that contains hallucinated color and depth structures in regions occluded in the original view.
141 466 2020-04-13 18:48:40 Tokenizers: How Machines Read A survey of different tokenization strategies in NLP.
142 467 2020-04-13 19:43:35 Practical Text Classification With Python and Keras You will get a grasp of current advancements of (deep) neural networks and how they can be applied to text.
143 468 2020-04-13 19:45:46 Text Classification With Torchtext This example shows how to train a supervised learning algorithm for classification using one of these TextClassification datasets.
144 469 2020-04-13 21:17:44 Understanding Text With Bert Building a machine reading comprehension system using the latest advances in deep learning for NLP.
145 470 2020-04-13 21:38:20 Transfer Learning with T5: the Text-To-Text Transfer Transformer In the paper, we demonstrate how to achieve state-of-the-art results on multiple NLP tasks using a text-to-text transformer pre-trained on a large text corpus.
146 471 2020-04-13 21:48:48 Building a COVID-19 Project Recommendation System How to create a GitHub open source repo recommendation system web app with MLflow, Sagemaker, and Booklet.ai.
147 473 2020-04-13 22:33:21 Neural Machine Translation With Attention This notebook trains a sequence to sequence (seq2seq) model for Spanish to English translation.
148 474 2020-04-13 22:48:49 PyTorch Tutorial for Deep Learning Researchers This repository provides tutorial code for deep learning researchers to learn PyTorch.
149 476 2020-04-14 00:40:10 Show and Tell: A Neural Image Caption Generator A TensorFlow implementation of the image-to-text model.
150 477 2020-04-14 01:46:32 SimpleGAN A Tensorflow-based framework to ease the training of generative models
151 478 2020-04-14 02:41:43 Semantic Segmentation on MIT ADE20K dataset in PyTorch Pytorch implementation for Semantic Segmentation/Scene Parsing on MIT ADE20K dataset.
152 480 2020-04-14 03:46:09 ViLBERT-MT: Multi-Task Vision & Language Representation Learning A single ViLBERT Multi-Task model can perform 8 different vision and language tasks learnt from 12 datasets!
153 481 2020-04-14 03:50:18 Training an Image Classifier in PyTorch Torchvision, that has data loaders for common datasets such as Imagenet, CIFAR10, MNIST, etc. and data transformers for images, vizualization and data loaders.
154 482 2020-04-14 17:28:37 A Visual Exploration of DeepCluster DeepCluster is a self-supervised method to combine clustering and representation learning
155 486 2020-04-14 20:12:43 A 2019 guide to Human Pose Estimation with Deep Learning The basics of Human Pose Estimation (2D) and review the literature on this topic.
156 489 2020-04-14 22:22:40 Deep Learning Based Super Resolution, Without Using a GAN Techniques and training a deep learning model for image improvement, image restoration, inpainting and super resolution.
157 490 2020-04-14 22:35:21 U-Net Deep Learning Colorization of Greyscale Images This article describes experiments training a neural network to generate 3 channel colour images from single channel greyscale images using deep learning.
158 491 2020-04-14 22:38:54 Deep Learning for Image Super-resolution: A Survey This article aims to provide a comprehensive survey on recent advances of image super-resolution using deep learning approaches.
159 492 2020-04-14 22:41:52 Second-order Attention Network for Single Image Super-resolution We propose a second-order attention network (SAN) for more powerful feature expression and feature correlation learning.
160 493 2020-04-14 22:52:49 DeepSORT: Deep Learning to Track Custom Objects in a Video A look at deep learning based approached for object tracking.
161 494 2020-04-14 22:59:56 Fast Online Object Tracking and Segmentation: A Unifying Approach We illustrate how to perform both realtime object tracking and semi-supervised video object segmentation using a fully-convolutional Siamese approach.
162 495 2020-04-14 23:10:48 Neural Style Transfer This tutorial uses deep learning to compose one image in the style of another image (ever wish you could paint like Picasso or Van Gogh?).
163 499 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.
164 501 2020-04-15 15:20:56 Shakespeare Meets Google's Flax Application of RNNs in Flax: Character-Level Language Model.
165 505 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.
166 507 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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
176 558 2020-04-16 15:49:29 PyTorch Notebooks 🔥A collection of PyTorch notebooks for learning and practicing deep learning
177 564 2020-04-17 13:16:09 Optimize your ML models Learn to use optimize your custom image classification models (built-in tf.keras) using TensorFlow Lite and gain 10x reduction in model's size.
178 566 2020-04-17 21:57:35 Machine learning deserves its own flavor of Continuous Delivery When traveling in the data science world, I'm homesick for a smooth continuous delivery flow. My thoughts on approachable CD4ML.
179 574 2020-04-20 00:23:44 The Abstraction and Reasoning Corpus (ARC) Can a computer learn complex, abstract tasks from just a few examples? ARC can be used to measure a human-like form of general fluid intelligence.
180 580 2020-04-20 00:57:03 GitHub Actions & Machine Learning Workflows with Hamel Husain In this talk, Hamel will provide a brief tutorial on GitHub Actions, and will show you how you can use this new tool to automate your ML workflows.
181 581 2020-04-20 01:01:38 How To Create Semantic Search For Arbitrary Objects An end-to-end example of how to build a system that can search objects semantically. By Hamel Husain & Ho-Hsiang Wu
182 598 2020-04-22 16:33:59 The Future of (Transfer Learning in) Natural Language Processing Transfer Learning in Natural Language Processing (NLP): Open questions, current trends, limits, and future directions.
183 599 2020-04-22 16:43:13 MONAI AI Toolkit for Healthcare Imaging.
184 601 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.
185 602 2020-04-23 00:36:02 DialoGPT: Toward Human-Quality Conversational Response Generation Large-scale pre-training for dialogue.
186 605 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
187 608 2020-04-23 12:52:02 PyImageSearch An online platform of blogs on Computer Vision and Deep Learning.
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!
189 621 2020-04-23 18:17:12 MixNMatch Multifactor Disentanglement and Encoding for Conditional Image Generation
190 622 2020-04-23 21:40:09 MT-Clinical BERT Scaling Clinical Information Extraction with Multitask Learning
191 623 2020-04-24 00:30:02 medaCy 🏥 Medical Text Mining and Information Extraction with spaCy
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!
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).
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.
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.
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.
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.
198 658 2020-04-28 21:34:00 Gutenberg Dialog Build a dialog dataset from online books in many languages.
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.
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).
201 665 2020-04-29 10:46:20 Object-detection with multi-template matching This python package allows to perform object detection using one or a few template images, it provides a simpler alternative to deep-learning methods
202 667 2020-04-29 18:34:28 No Trump Social Chrome Plugin An AI-driven Browser Extension to Replace Trump Pics with Puppies!
203 670 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.
204 674 2020-04-30 17:52:55 YOLOv4: Optimal Speed and Accuracy of Object Detection A minimal implementation of YOLOv4.
205 679 2020-05-01 16:17:32 Geometric and Relational Deep Learning Videos from emerging fields of Graph Representation Learning and Geometric Deep Learning.
206 683 2020-05-01 16:35:06 TAPAS: Weakly Supervised Table Parsing via Pre-training Using neural networks to find answers in tables.
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.
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
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.
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.
211 694 2020-05-02 15:29:06 BLINK: Better entity LINKing Entity Linking python library that uses Wikipedia as the target knowledge base.
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
213 700 2020-05-03 13:49:29 Fastai2 Vision Module A detailed guide to using fastai2 Datablock API for common computer vision tasks
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.
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.
216 707 2020-05-05 03:36:50 The Big Bad NLP Database A collection of 400+ NLP datasets with papers included.
217 708 2020-05-05 03:51:53 POINTER: Constrained Text Generation Constrained Text Generation via Insertion-based Generative Pre-training
218 712 2020-05-05 05:55:46 Covid-19: A-Geo-Statistical-Analysis Analysis with the time series data available for various countries.
219 713 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
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?
221 726 2020-05-06 01:10:55 ConvNets-TensorFlow2 Implementing a variety of popular and important CNN architectures
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.
223 733 2020-05-06 04:30:47 LandCover.ai Dataset for automatic mapping of buildings, woodlands and water from aerial imagery.
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.
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.
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.
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.
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.
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.
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?
231 795 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."
232 796 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.
233 797 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.
234 799 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.
235 800 2020-05-11 00:44:10 Feature Stores for ML List of production ML groups and their open-source feature store architectures.
236 803 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
237 820 2020-05-11 14:19:18 A Comprehensive Survey on Graph Neural Networks A Comprehensive Survey on Graph Neural Networks.
238 821 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.
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.
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.
241 826 2020-05-12 03:02:02 DANet PyTorch A Pytorch implementation of Dual Attention Network for Scene Segmentation
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.
243 829 2020-05-12 05:07:35 Unsupervised Reinforcement Learning Lecture on unsupervised reinforcement learning by Sergey Levine. Originally prepared for AAMAS 2020.
244 831 2020-05-13 02:24:24 CCNet_PyTorch A PyTorch Implementation of CCNet: Criss-Cross Attention for Semantic Segmentation
245 832 2020-05-13 04:22:09 Image segmentation in 2020 Architectures, Losses, Datasets, and Frameworks
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.
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.
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.
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.
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.
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.
252 847 2020-05-13 22:53:36 HuggingTweets Tweet Generation with Huggingface.
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).
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.
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.
256 855 2020-05-14 12:32:20 Fake new detection Pytorch Fake News Detection by Learning Convolution Filters through Contextualized Attention.
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.
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.
259 860 2020-05-14 17:35:04 Electra ELECTRA: Pre-training Text Encoders as Discriminators Rather Than Generators
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)
261 863 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.
262 864 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.
263 866 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
264 868 2020-05-15 14:07:47 RXNMapper: Unsupervised Attention-Guided Atom-Mapping The atom-mapping information was learned by an ALBERT model trained in an unsupervised fashion on a large dataset of chemical reactions.
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.
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).
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.
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.
269 880 2020-05-16 11:50:31 How Deep Is Your Love For Transfer Learning In NLP? A review of NLP research
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
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.
272 883 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
273 884 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
274 890 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.
275 892 2020-05-17 02:08:12 DPOD: Pose Estimator PyTorch recreation of a SOTA 6D Pose estimation research paper.
276 893 2020-05-17 04:44:04 ESTorch ESTorch is an Evolution Strategy Library build around PyTorch.
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).
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
279 901 2020-05-17 09:57:38 DoYouEvenLearn Essential Guide to keep up with AI/ML/DL/CV
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.
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.
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.
283 907 2020-05-18 14:53:33 TextAttack A Python framework for building adversarial attacks on NLP models.
284 913 2020-05-19 03:19:59 aitextgen A robust Python tool for text-based AI training and generation using GPT-2.
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
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.
287 920 2020-05-20 02:35:11 Attentron Few-shot text-to-speech exploiting attention-based variable length embedding
288 921 2020-05-20 02:39:09 Torch Points3D Pytorch framework for doing deep learning on point clouds.
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.
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.
291 927 2020-05-21 03:16:17 FashionBERT Text and image matching with adaptive loss for cross-modal retrieval.
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.
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
294 938 2020-05-22 01:01:32 Content and Style Disentanglement for Artistic Style Transfer Hi-Res style transfer and interpolation between styles
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.
296 940 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
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.
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.
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
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.
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.
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.
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
304 962 2020-05-24 00:09:28 Basic ML Algorithms from scratch. Implement basic Machine Learning Algorithms from scratch in python.
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?
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.
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
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.
309 972 2020-05-25 03:23:16 Next Word Prediction Using transformers to predict next word and predict <mask> word.
310 974 2020-05-25 03:28:32 PixelLib Pixellib is a library for performing segmentation of images.
311 978 2020-05-25 05:53:46 TensorFlow.js - Gesture Controlled 2048 Gesture Controlled 2048 built with TensorFlow.js
312 979 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.
313 980 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.
314 986 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.
315 987 2020-05-26 13:16:48 Zero To One For NLP A collection of all resources for learning NLP
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.
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.
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.
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.
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.
321 1008 2020-05-29 02:28:53 face mask detection detects whether a person wearing a mask or not
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.
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.
324 1013 2020-05-29 03:06:41 Guided Uncertainty-Aware Policy Optimization Combining learning and model-based strategies for sample-efficient policy learning.
325 1018 2020-05-29 08:09:04 GOTURN-PyTorch PyTorch implementation of "Learning to Track at 100 FPS with Deep Regression Networks"
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.
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.
328 1022 2020-05-29 13:27:20 The designer - gpt2 bot that talks about UX Design This twitter profile spits out thoughts on design and development. Trained with hundreds of Books on UX design and Front end development, it has opinions.
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.
330 1025 2020-05-29 14:18:59 Forex Prediction Using neural networks to predict movement of forex direction.
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.
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.
333 1035 2020-05-29 16:11:11 Zero Shot Topic Classification Bart with a classification head trained on MNLI.
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”.
335 1046 2020-05-30 01:39:25 Illustrated Guide to Transformers A component by component breakdown analysis.
336 1055 2020-05-30 09:02:27 Automatic-Face-Detection-Annotation-and-Preprocessing Automatically detect , annotate , collect the coordinates , convert to csv and to tfrecord
337 1058 2020-05-30 09:43:39 SmartFeed.ai NLP Based Article Recommendation System
338 1059 2020-05-30 10:50:55 Wheat Detection 🌾 This is a project for detecting and creating bounding box of wheat heads 🌾.
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.
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.
341 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
342 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
343 1080 2020-05-31 05:23:23 Dash DETR Detection App A User Interface for DETR built with Dash. 100% Python.
344 1081 2020-05-31 05:28:53 AI Basketball Analysis 🏀 AI web app and API to analyze basketball shots and shooting pose.
345 1083 2020-05-31 08:20:06 Reverse Image Search Have you ever wondered how google image search works or How amazon can retrieve products similar to the image that we upload in the app/site? To achieve this ta
346 1084 2020-05-31 08:22:45 Beginner’s guide to Machine Learning Model Deployment Are you a beginner in the field of machine learning and wondering how to bring your project to live. I'm was in the same situation when I started learning ML. M
347 1093 2020-05-31 17:39:22 MedicalZoo PyTorch A pytorch-based deep learning framework for multi-modal 2D/3D medical image segmentation
348 1094 2020-05-31 19:11:28 Paraphrase Any Question with T5 (Text-To-Text Transformer) Given a question, generate paraphrased versions of the question with T5 transformer. Pretrained model and training script provided.
349 1100 2020-06-01 05:56:43 Movie Recommendation System This is a web app which recommends movies based on their plots found on IMDb.
350 1104 2020-06-01 10:02:09 Convnet Galaxy Morphology Classifier Classify galaxies from Hubble Tuning Fork using Convnet.
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.
352 1110 2020-06-01 16:44:55 Deep learning Architecture: AlexNet Explaining network architecture for AlexNet
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.
354 1112 2020-06-01 18:57:31 Document search engine NLP based search engine for single page pdf files.
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
356 1121 2020-06-02 05:07:17 Motion2Vec Semi-Supervised Representation Learning from Surgical Videos
357 1122 2020-06-02 05:10:18 Machine Learning: Tests and Production Best practices for testing ML-based systems.
358 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
359 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.
360 1132 2020-06-02 14:56:10 T5 for Sentiment Span Extraction Exploring how T5 works and applying it for sentiment span extraction.
361 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
362 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.
363 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.
364 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.
365 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
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.
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.
368 1165 2020-06-04 03:53:43 YOLOv4 A TensorFlow 2.0 implementation of YOLOv4: Optimal Speed and Accuracy of Object Detection.
369 1166 2020-06-04 03:55:53 Acme: A Research Framework for Reinforcement Learning A library of reinforcement learning components and agents.
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.
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
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.
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.
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.
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.
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.
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?
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.
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.
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)
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.
382 1215 2020-06-06 19:00:39 Pytorch Faster RCNN Fine Tune Faster RCNN in pytorch for your task.
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.
384 1223 2020-06-07 04:39:32 Leafy: Plant Leaf Classifier The sequential model trained on images from the leafsnap.com
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
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)
387 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
388 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.
389 1243 2020-06-08 08:39:34 Timeseries Anomaly Detection using an Autoencoder Detect anomalies in a timeseries using an Autoencoder.
390 1246 2020-06-08 09:47:02 Fairseq-tagging a Fairseq fork for sequence tagging/labeling tasks
391 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-
392 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.
393 1255 2020-06-09 01:50:33 TransformerTTS 🤖💬 Transformer TTS: Implementation of a non-autoregressive Transformer based neural network for text to speech.
394 1257 2020-06-09 01:58:48 How Big Should My Language Model Be? Tool to explore language model training and optimize the compute costs.
395 1258 2020-06-09 02:04:49 MSeg: A Composite Dataset for Multi-domain Semantic Segmentation A composite dataset that unifies semantic segmentation datasets from different domains.
396 1259 2020-06-09 02:11:15 Network Fusion for Content Creation With Conditional Inns We present a method to repurpose powerful, existing models for new tasks, even though they have never been designed for them.
397 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.
398 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.
399 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.
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.
401 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
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.
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.
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.
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.
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.
407 1312 2020-06-11 20:37:47 OpenAI API API for accessing new AI models developed by OpenAI.
408 1320 2020-06-12 04:17:08 Implementation of a Contextual Chatbot in PyTorch Simple chatbot implementation with PyTorch.
409 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
410 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.
411 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
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.
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.
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.
415 1398 2020-06-14 05:51:06 Super-resolution Variational Auto-Encoders VAE with RealNVP prior and Super-Resolution VAE in PyTorch.
416 1399 2020-06-14 05:57:16 Video object grounding Video object grounding using semantic roles in language description.
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)
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.
419 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.
420 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.
421 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.
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
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.
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.
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.
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".
427 1460 2020-06-16 03:21:07 Instance Shadow Detection Instance shadow detection aims to find shadow instances paired with object instances.
428 1461 2020-06-16 03:24:02 Detectron2 FAIR's next-generation platform for object detection and segmentation.
429 1473 2020-06-16 22:37:58 tslearn A machine learning toolkit dedicated to time-series data.
430 1475 2020-06-16 22:45:15 PyTorch3D FAIR's library of reusable components for deep learning with 3D data.
431 1476 2020-06-16 22:48:45 Course Review - Causal Inference Types of understanding that causal inference researchers value.
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.
433 1480 2020-06-16 23:06:13 A Guide to Natural Language Processing With AllenNLP basics of using AllenNLP
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.
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.
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.
437 1492 2020-06-18 00:06:53 Q*BERT Agents that build knowledge graphs and explore textual worlds by asking questions.
438 1499 2020-06-18 13:41:39 History of Language Models - Alec Radford A quick history of language models
439 1502 2020-06-18 19:45:49 Generate Boolean (Yes/No) Questions From Any Content Question generation algorithm trained on the BoolQ dataset using T5 text-to-text transformer model.
440 1504 2020-06-19 06:19:25 Fast Neural Style Transfer (feed-forward method) ⚡💻 + 🎨 = ❤️ This repo contains a concise PyTorch implementation of the original feed-forward NST paper.
441 1505 2020-06-19 06:22:56 Diverse Image Generation via Self-Conditioned GANs A simple but effective unsupervised method for generating realistic & diverse images using a class-conditional GAN model without using manually annotated class.
442 1506 2020-06-19 06:26:17 Using GitHub Actions for MLOps & Data Science A collection of resources on how to facilitate Machine Learning Ops with GitHub.
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. ✂️
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.
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.
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.
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
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
449 1546 2020-06-22 00:46:32 DeepSNAP Python library assists deep learning on graphs.
450 1547 2020-06-22 00:50:30 RoBERTa meets TPUs Understanding and applying the RoBERTa model to the current challenge.
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.
452 1551 2020-06-22 03:17:48 Pokemon Classifier I want to build a classifier that can classify 150 types of Pokemon.
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.
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.
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.
456 1569 2020-06-22 16:52:01 Trackable The project deals with tracking humans in a narrow hallway under different lighting conditions.
457 1571 2020-06-23 02:04:12 Stochastic Segmentation Networks An efficient probabilistic method for modelling aleatoric uncertainty with any image segmentation network architecture.
458 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.
459 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.
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.
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.
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.
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.
464 1589 2020-06-24 03:33:09 jiant A software toolkit for research on general-purpose text understanding models.
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.
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.
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.
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
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.
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.
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.
472 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.
473 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.
474 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.
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
476 1614 2020-06-27 04:15:51 Natural Language Processing Roadmap Roadmap for learning NLP topics.
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.
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
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.
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.
481 1622 2020-06-27 14:18:13 Building AI Trading Systems Lessons learned building a profitable algorithmic trading system using Reinforcement Learning techniques.
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.
483 1629 2020-06-28 07:37:00 TF Lite Semantic Segmentation Models Faster and lighter TF Lite models can perform semantic segmentation.
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.
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.
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.
487 1639 2020-06-29 02:58:52 Computer Vision Recipes This repository provides examples and best practice guidelines for building computer vision systems.
488 1644 2020-06-29 12:42:44 A research guide for data scientists Tips on research from top data scientists
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
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?
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.
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.
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.
494 1651 2020-06-30 02:52:41 High-Resolution Image Inpainting High-Resolution Image Inpainting with Iterative Confidence Feedback and Guided Upsampling.
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.
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
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.
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.
499 1663 2020-07-01 07:08:45 Sktime A python toolbox for machine learning with time series.
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.
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.
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.
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.
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
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.
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.
507 1698 2020-07-04 01:07:48 Learning to Cartoonize Using White-box Cartoon Representations An approach for image cartoonization using GANs.
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.
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.
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.
511 1706 2020-07-04 11:05:28 PokeZoo A deep learning based web-app developed using the MERN stack and Tensorflow.js.
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.
513 1721 2020-07-07 04:21:20 TensorflowTTS Real-Time State-of-the-art Speech Synthesis for Tensorflow 2.
514 1722 2020-07-07 04:23:38 spaczz: Fuzzy matching and more for spaCy Fuzzy matching and more functionality for spaCy.
515 1723 2020-07-07 04:26:45 BioSyn Biomedical Entity Representations with Synonym Marginalization
516 1724 2020-07-08 04:02:50 Image Classifier: In the Browser Using Tensorflow.js to make the prediction directly in the browser.
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.
518 1728 2020-07-08 04:24:07 Bounding Box Prediction from Scratch using PyTorch Multi-Task learning — Bounding Box Regression + Image Classification
519 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.
520 1730 2020-07-08 04:30:28 TextBrewer a PyTorch-based model distillation toolkit for 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.
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.
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.
524 1753 2020-07-10 02:44:11 TUDatasets A collection of benchmark datasets for graph classification and regression.
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.
526 1755 2020-07-10 02:51:24 Easy OCR Ready-to-use OCR with 40+ languages supported including Chinese, Japanese, Korean and Thai.
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.
528 1767 2020-07-11 05:05:31 Imagenette Imagenette is a subset of 10 easily classified classes from Imagenet.
529 1768 2020-07-11 05:08:02 TextAugment Improving Short Text Classification through Global Augmentation Methods
530 1769 2020-07-11 05:10:10 niacin A Python library for replacing the missing variation in your text data.
531 1771 2020-07-11 05:16:17 Albumentations Fast image augmentation library and easy to use wrapper around other libraries.
532 1772 2020-07-11 05:19:05 Augmentor Image augmentation library in Python for machine learning.
533 1777 2020-07-11 05:37:12 tsfresh Automatic extraction of relevant features from time series.
534 1792 2020-07-11 06:28:58 Anomaly Detection Toolkit (ADTK) A Python toolkit for rule-based/unsupervised anomaly detection in time series
535 1795 2020-07-11 06:37:35 Chakin Simple downloader for pre-trained word vectors.
536 1796 2020-07-11 06:39:39 Top2Vec Top2Vec learns jointly embedded topic, document and word vectors.
537 1797 2020-07-11 06:42:29 Contextualized Topic Models A python package to run contextualized topic modeling.
538 1800 2020-07-11 06:51:58 jellyfish 🎐 a python library for doing approximate and phonetic matching of strings.
539 1802 2020-07-11 06:57:28 SentencePiece Unsupervised text tokenizer for Neural Network-based text generation.
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.
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
542 1817 2020-07-11 07:55:23 Artifacts - Weights & Biases Effortless pipeline tracking and production model management
543 1818 2020-07-11 08:07:35 DeepkitAI The Open-Source Machine Learning Devtool and Training Suite.
544 1819 2020-07-11 08:14:03 Neptune.ai The most lightweight experiment management tool that fits any workflow.
545 1820 2020-07-11 08:17:17 Rasa An open source machine learning framework to automate text-and voice-based conversations.
546 1831 2020-07-11 11:36:26 TF Sprinkles Fast and efficient sprinkles augmentation implemented in TensorFlow.
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.
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.
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!
550 1843 2020-07-12 13:35:20 Cortex Build machine learning APIs.
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
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!
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.
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.
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.
556 1855 2020-07-14 03:17:25 ULMFiT Airline Sentiment Analysis Transfer Learning using pretrained ULMFiT model
557 1856 2020-07-14 03:21:00 DeepDream Video Style Transfer DeepDream on Video
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.
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
560 1865 2020-07-14 22:55:08 PDFTableExtract Build a parser to extract the table in PDF document with RetinaNet
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.
562 1868 2020-07-15 03:52:31 Selfie2Anime with TFLite An end-to-end tutorial with TensorFlow Lite for Selfie2Anime (U-GAT-IT).
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.
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.
565 1872 2020-07-16 04:19:37 An Icon Classifier with TensorFlow Lite Model Maker An Icon Classifier with TensorFlow Lite Model Maker
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.
567 1880 2020-07-16 17:43:48 AdapterHub: A Framework for Adapting Transformers Huggingface Transformers + Adapters
568 1882 2020-07-16 17:51:48 Object Detection with RetinaNet Implementing RetinaNet: Focal Loss for Dense Object Detection.
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.
570 1886 2020-07-17 08:27:56 Medical Zoo - 3D Multi-modal Medical Image Segmentation My articles on deep learning in medical imaging
571 1887 2020-07-17 16:48:13 Computer Vision Pretrained Models A collection of computer vision pre-trained models.
572 1889 2020-07-17 17:20:20 NLP Pretrained Models A collection of Natural language processing pre-trained models.
573 1896 2020-07-19 00:40:37 Machine Learning Production Pipeline Project Flow and Landscape
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.
575 1899 2020-07-19 03:59:41 StyleGAN Encoder Encodes real images into the latent space of a StyleGAN model.
576 1900 2020-07-19 04:12:40 WikiArt StyleGAN 2 Model A conditional StyleGAN 2 model trained on images from WikiArt
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.
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).
579 1904 2020-07-19 12:44:53 Implementation of Face Net in TensorFlow - 2.0 This repository is a naive unofficial implementation of Face Net paper - 2015 .This implementation opts online mode of semi - hard triplet mining.
580 1910 2020-07-19 15:44:21 Azure Machine Learning Template Azure Machine Learning template for MNIST classifier
581 1913 2020-07-19 16:55:33 Teachable Machine (Image Classifier) A teachable image classifier that runs on any browser built using TensorFlow JS.
582 1914 2020-07-19 16:59:37 TensorFlow JS- Object Detection in Browser A real-time object detection model in your browser using TensorFlow JS.
583 1916 2020-07-20 00:01:38 How to Stop Worrying About Compositionality Review the tenets of compositionality, and to highlight how each theory has evolved to match particular theoretical positions about the nature of language.
584 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
585 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.
586 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
587 1923 2020-07-20 18:59:04 PyTorch Geometric Temporal A Temporal Extension Library for PyTorch Geometric
588 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).
589 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).
590 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.
591 1929 2020-07-20 23:55:33 Structured Self Attention Implementation for the paper A Structured Self-Attentive Sentence Embedding (https://arxiv.org/abs/1703.03130 ). Model interpretability / explainability.
592 1933 2020-07-21 01:42:42 TurboTransformers A fast and user-friendly runtime for transformer inference on CPU and GPU.
593 1938 2020-07-21 11:50:53 Rasa NLU Examples Experimental components for Rasa NLU pipelines.
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
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.
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?
597 1945 2020-07-22 03:39:13 Pandera A flexible and expressive pandas data validation library.
598 1952 2020-07-24 06:28:15 TensorFlow Serving A flexible, high-performance serving system for machine learning models, designed for production environments.
599 1953 2020-07-24 06:30:44 BentoML BentoML is an open-source framework for high-performance ML model serving.
600 1954 2020-07-24 06:43:59 Azure ML MLOps using Azure ML.
601 1955 2020-07-24 06:47:29 Shape and Viewpoint without Keypoints Recover the 3D shape, pose and texture from a single image, trained on an image collection without any ground truth 3D shape, multi-view, camera viewpoints.
602 1965 2020-07-25 02:58:40 model-logger Model-Logger is a Python library for storing model's profile and rapid inter model comparison.
603 1968 2020-07-26 04:48:40 Sentiment Analysis With Transformers Sentiment analysis neural network trained by fine-tuning BERT, ALBERT, or DistilBERT on the Stanford Sentiment Treebank.
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.
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
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.
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.
608 1983 2020-07-28 04:14:12 CoreML Model Zoo Collection of unified and converted pre-trained models.
609 1984 2020-07-28 04:18:00 How GPT3 Works - Visualizations and Animations A compilation of my threads explaining GPT3.
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.
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
612 1992 2020-07-29 03:41:04 Time series forecasting A thorough introduction to time series forecasting using TensorFlow.
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.
614 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.
615 1999 2020-07-30 03:57:32 Small differences in BLEU are meaningless Only big differences in metric scores are meaningful in MT.
616 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?
617 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.
618 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.
619 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.
620 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
621 2012 2020-07-30 15:04:28 LabelStoma: stomata detection using YOLO LabelStoma is a graphical image tool for automatically detecting stomata in images.
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.
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
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.
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.
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.
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.
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
629 2030 2020-08-02 12:38:08 A Few Favorite Recipes in Computer Vision & Deep Learning This blog post enlists a few of my favorite recipes in deep learning in the context of computer vision (as of August 2020).
630 2031 2020-08-02 14:46:10 NeuralQA - API and Visual Interface for Extractive QA A Usable Library for Question Answering on Large Datasets with BERT
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.
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.
633 2035 2020-08-04 02:49:24 Act - GitHub Actions locally Run your GitHub Actions locally.
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.
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.
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.
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
638 2045 2020-08-05 06:40:32 Evaluation Metrics For Information Retrieval Learn about common metrics used to evaluate performance of information retrieval systems
639 2047 2020-08-05 15:18:46 Test-Time Data Augmentation Tutorial on how to properly implement test-time image data augmentation in a production environment with limited computational resources.
640 2048 2020-08-05 16:50:22 SadedeGel: An extraction based Turkish news summarizer "Sadede Gel" in Turkish, means "cut to the chase".
641 2051 2020-08-05 20:13:51 MobyDick word frequency Getting the count of the words in Moby Dick story using both web scraping and NLP
642 2053 2020-08-05 20:30:33 Image Classification with Keras Build a pipeline to train an image classifier in Keras and tune hyperparameters to optimize the performance of our classifier.
643 2054 2020-08-05 20:34:09 Dropout in PyTorch – An Example An example of adding Dropout to a PyTorch model, and observe the effect dropout has on the model's performance by tracking our models in Weights & Biases.
644 2057 2020-08-06 04:06:11 Data Science Meets Devops: MLOps with Jupyter, Git, & Kubernetes An end-to-end example of deploying a machine learning product using Jupyter, Papermill, Tekton, GitOps and Kubeflow.
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.
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.
647 2098 2020-08-06 23:15:45 Digital Image Processing in Python Play around with pixel values with Python programming language.
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.
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.
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
651 2111 2020-08-10 03:26:16 InvoiceNet Deep neural network to extract intelligent information from PDF invoice documents.
652 2112 2020-08-10 03:41:31 Search for visual datasets By task, application, class, label or format.
653 2113 2020-08-10 04:01:03 GAN-BERT Enhancing the BERT training with Semi-supervised Generative Adversarial Networks.
654 2114 2020-08-10 04:03:51 tsaug A Python package for time series augmentation.
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.
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.
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.
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.
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.
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.
661 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.
662 2141 2020-08-14 03:15:38 hloc - the hierarchical localization toolbox Visual localization made easy.
663 2147 2020-08-15 01:17:07 Practical Tips and Tricks for Successful Transfer Learning Training models to learn knowledge and skills from other related tasks that will transfer and boost performance on tasks of interest.
664 2148 2020-08-15 01:22:01 txtai: AI-powered search engine AI-powered search engine.
665 2151 2020-08-15 05:32:22 Drowsiness Detection System using OpenCV and Flask in Python This system provides an overview of a system that detects whether a person is drowsy while driving and if so, alerts him by using voice messages in real-time.
666 2155 2020-08-15 14:49:16 GPT-3, The model simply knows! Brief Introduction about the gigantic GPT-3. a new leap in AI and Natural Language processing.
667 2159 2020-08-16 01:02:18 Solaris CosmiQ Works Geospatial Machine Learning Analysis Toolkit.
668 2163 2020-08-17 03:19:46 Safe Space - Github Action Github action that checks the toxicity level of comments and PR reviews to help make repos safe spaces.
669 2164 2020-08-17 03:24:46 Intro to Autoencoders This tutorial introduces autoencoders with three examples: the basics, image denoising, and anomaly detection.
670 2166 2020-08-17 05:19:41 Pix2Pix Tensorflow 2.0 Implementation of the paper Image-to-Image Translation using Conditional GANs by Philip Isola, Jun-Yan Zhu, Tinghui Zhou and Alexei A. Efros.
671 2167 2020-08-17 06:27:31 Insight Project Insight is designed to create NLP as a service with code base for both front end GUI (streamlit) and backend server (FastAPI) the usage of transformers
672 2168 2020-08-17 10:55:43 Onceupon.space NLP experiment in story-telling that creates illustrations (text to sketch) and content (text generation)
673 2173 2020-08-18 04:16:33 Fine-tuning with custom datasets This tutorial will take you through several examples of using 🤗 Transformers models with your own datasets.
674 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.
675 2188 2020-08-19 15:16:46 Great Expectations Always know what to expect from your data.
676 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.
677 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.
678 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.
679 2204 2020-08-22 17:19:00 Tensorflow Object Detection with Tensorflow 2 Object Detection with Tensorflow 2 and the Tensorflow Object Detection API
680 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.
681 2214 2020-08-24 11:16:47 vedaseg vedaseg is an open source semantic segmentation toolbox based on PyTorch.
682 2215 2020-08-24 11:52:10 vedastr vedastr is an open source scene text recognition toolbox based on PyTorch.
683 2218 2020-08-25 13:57:49 CascadeTabNet An approach for end-to-end table detection and structure recognition from image-based documents
684 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.
685 2223 2020-08-26 04:21:37 AxCell Automatic Extraction of Results from Machine Learning Papers
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.
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.
688 2238 2020-08-28 01:24:08 Spinning Up in Deep RL (OpenAI) An educational resource to help anyone learn deep reinforcement learning.
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
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.
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.
692 2247 2020-08-30 11:48:19 Unsupervised Keyphrase Extraction Learn about unsupervised algorithms for automatically extracting representative keyword and phrases from documents
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.
694 2252 2020-08-31 23:40:26 Explore then Execute Adapting without Rewards via Factorized Meta-Reinforcement Learning
695 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
696 2258 2020-09-02 09:05:08 Graph Convolutions for dummies An article explaining Graph Convolutional Networks as simply as possible.
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.
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.
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+.
700 2264 2020-09-04 01:24:22 MushroomRL Python library for Reinforcement Learning.
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.
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.
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
704 2273 2020-09-05 18:22:44 ONNX Transformers Accelerated NLP pipelines for fast inference 🚀 on CPU. Built with 🤗 Transformers and ONNX runtime.
705 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
706 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.
707 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
708 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>
709 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.
710 2287 2020-09-07 20:56:51 omega|ml - building and deploying ML models the easy way Deploying ML is hard. It should not be. omega|ml makes it a breeze.
711 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.
712 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.
713 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.
714 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.
715 2298 2020-09-11 00:02:10 torchCDE Differentiable controlled differential equation solvers for PyTorch with GPU support and memory-efficient adjoint backpropagation.
716 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.
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.
718 2304 2020-09-11 17:54:04 Graph Neural Networks A descriptive guide for Graph Neural Networks.
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.
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.
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.
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.
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.
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.
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.
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?
727 2341 2020-09-20 00:34:03 PyTorch Forecasting Time series forecasting with PyTorch.
728 2342 2020-09-20 03:24:58 Norfair Lightweight Python library for adding real-time 2D object tracking to any detector.
729 2344 2020-09-21 00:20:00 Labelai Labelai is an online tool designed to label images, useful for training AI models.
730 2345 2020-09-21 00:26:02 Remo 🐰 Python lib for remo - the app for annotations and images management in 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.
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.
733 2353 2020-09-22 13:04:04 TF Geometric Efficient and Friendly Graph Neural Network Library for TensorFlow 1.x and 2.x.
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
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.
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.
737 2368 2020-09-25 07:47:27 TableQA AI tool for querying natural language on tabular data like csvs and other dataframes.
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
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.
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!!
741 2373 2020-09-25 22:41:22 GraphNorm A Principled Approach to Accelerating Graph Neural Network Training.
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
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.
744 2388 2020-09-27 22:09:32 SemTorch Different deep learning architectures definitions that can be applied to image segmentation.
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.
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.
747 2396 2020-09-29 00:36:12 EfficientDet meets Pytorch Lightning Beginner friendly guide to object detection using EfficientDet.
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.
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.
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.
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.
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?
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.
754 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.
755 2417 2020-10-02 09:44:25 Parallelizing Prophet Cross-Validation with Dask Applied Example w/ Code
756 2418 2020-10-02 10:16:17 Top Research Papers from the ECML-PKDD 2020 Conference ECML-PKDD -> selectionof the best reaesch papers
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.
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"
759 2423 2020-10-03 20:27:36 Imaginaire NVIDIA PyTorch GAN library with distributed and mixed precision support.
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.
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.
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.
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.
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!
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.