Paper

• Convolutional Reservoir Computing for World Models. 27 July 2019
• What happens when we train RNNs to model fonts as vector (SVG) drawings? 26 July 2019
• Faster Neural Network Training with Data Echoing 25 July 2019
• DeepSDF 07 July 2019
• XLNet: Generalized Autoregressive Pretraining for Language Understanding 22 June 2019
• A Growing Neural Gas Network Learns Topologies 20 June 2019
• POET 19 June 2019
• Visualizing and Measuring the Geometry of BERT 07 June 2019
• How does a neural net represent language? 03 June 2019
• Speech2Face: Learning the Face Behind a Voice 01 June 2019
• Few-Shot Adversarial Learning of Realistic Neural Talking Head Models 22 May 2019
• Distilling the Knowledge in a Neural Network 16 May 2019
• Think Globally, Act Locally 12 May 2019
• MixMatch - A Holistic Approach to Semi-Supervised Learning 09 May 2019
• Introducing MobileNetV3 07 May 2019
• Real numbers, data science and chaos: How to fit any dataset with a single parameter 30 April 2019
• Fooling automated surveillance cameras 21 April 2019
• Wave Physics as an Analog Recurrent Neural Network 19 April 2019
• Drop an Octave 15 April 2019
• T-Net 11 April 2019
• ContextDesc: Local Descriptor Augmentation with Cross-Modality Context 11 April 2019
• Three Mechanisms of Weight Decay Regularization 10 April 2019
• Self-Supervised GANs via Auxiliary Rotation Loss 10 April 2019
• Unsupervised Recurrent Neural Network Grammars 09 April 2019
• From Variational to Deterministic Autoencoders 09 April 2019
• Augmented Neural ODEs 06 April 2019
• Curve-GCN 04 April 2019
• LAMB Optimizer 01 April 2019
• Random Search - NAS! 30 March 2019
• How Can We Be So Dense? 28 March 2019
• PEARL: Meta-RL 22 March 2019
• BIGGan! 22 March 2019
• Measuring the Effects of Data Parallelism on Neural Network Training 21 March 2019
• IndyLSTMs: Independently Recurrent LSTMs 19 March 2019
• Stiffness: A New Perspective on Generalization in Neural Networks 18 March 2019
• Self-Tuning Networks 08 March 2019
• Quasi-Recurrent Neural Networks 08 March 2019
• Concurrent Meta RL 08 March 2019
• Xception: DL with Depthwise Separable Convolutions 04 March 2019
• What are the computations of Brain 03 March 2019
• Neumann Optimizer: A Practical Optimization Algorithm for Deep Neural Networks 03 March 2019
• DL based Recommender System: A Survey and New Perspectives 25 February 2019
• PrivacyNet 22 February 2019
• DL for Video Game Playing 19 February 2019
• Superposition of many models into one 15 February 2019
• Probabilistic NAS 15 February 2019
• Introducing PlaNet: A Deep Planning Network for RL 15 February 2019
• Convolution is all you need. 07 February 2019
• Towards Federated Learning at Scale: System Design 05 February 2019
• ProteinNet 04 February 2019
• Fixup Initialization: Residual Learning Without Normalization 02 February 2019
• Approximating CNNs with Bag-of-local-Features models works surprisingly well on ImageNet 02 February 2019
• The Evolved Transformer 01 February 2019
• Neural networks can be vulnerable to adversarial noise 30 January 2019
• Recent Advances in Efficient Computation of DCNs 23 January 2019
• Active Learning with Partial Feedback 23 January 2019
• Introducing Wav2letter++ 24 December 2018
• DeepPaper Gesalt 20 December 2018
• Spiking NN 18 December 2018
• Bayesian Layers: A Module for Neural Network Uncertainty 16 December 2018
• Style-GAN 13 December 2018

Tool

• Plato : A Flexible Conversational AI Platform 30 July 2019
• Say hello to nodes.io! 27 July 2019
• Deep TabNine 19 July 2019
• 🥁🥁🥁 Welcome to 'pytorch-transformers', the 👾 library for Natural Language Processing! 18 July 2019
• Gen 06 July 2019
• Differentiable parallel approximate sorting networks 17 June 2019
• Write With Transformer 13 June 2019
• MS Interpret - Fit interpretable models. Explain blackbox ML 18 May 2019
• Neural Tangents - Linearizing Neural Network training. 16 April 2019
• GluonCV 18 March 2019
• Snorkel Drybell 14 March 2019
• RL with Unity 3D: G.E.A.R 13 March 2019
• Introducing TF Privacy 06 March 2019
• Neural MMO 04 March 2019
• Exploring Neural Networks with Activation Atlases 04 March 2019
• TF Extended (TFX) Open-Sourcedthejusjose@outlook.com 03 March 2019
• SC-FEGAN : Face Editing Generative Adversarial Network with User's Sketch and Color 21 February 2019
• PlotNeuralNet 19 February 2019
• Spinning-Up-Basic 17 February 2019
• Spektral: a library for doing DL on graph data in Keras 11 February 2019
• Ludwig: Code-Free Deep Learning Toolbox by Uber AI 11 February 2019
• Uber Manifold 10 February 2019
• DoWhy – Python library to estimate causal effects 01 February 2019
• Nauta - A multi-user, distributed computing environment for running DL model training experiments 24 January 2019
• Manifold: A Model-Agnostic Visual Debugging Tool for ML 17 January 2019
• Tensorflow Privacy 20 December 2018
#tensorflow
• Siamese Nets in Pytorch and Fast.ai 20 December 2018
• Nevergrad! An open source tool for derivative-free optimization 20 December 2018
• Google Jax 16 December 2018

Resource

• N-Shot Learning: Learning More with Less Data 02 August 2019
• BAIDU’s ERNIE 2.0 01 August 2019
• Generative Deep Learning: Teaching Machines to Paint, Write, Compose, and Play 27 July 2019
• Survey on Commonsense reasoning in NLP 25 July 2019
• State of AI - 2019 25 July 2019
• The Staggering Cost of Training SOTA AI Models 09 July 2019
• Literature on graph representation learning 05 July 2019
• Decrappification, DeOldification, and Super Resolution 03 May 2019
• From Attention in Transformers to Dynamic Routing in Capsule Nets 09 April 2019
• Weight Initialization in Neural Networks: A Journey From the Basics to Kaiming 03 April 2019
• A Visual Exploration of Gaussian Processes 02 April 2019
• The JAX Autodiff Cookbook 30 March 2019
• Common statistical tests are linear models (or: how to teach stats) 27 March 2019
• Visualizing memorization in RNNs 25 March 2019
• Neural Transfer Learning for NLP 23 March 2019
• Are Deep Neural Networks Dramatically Overfitted? 22 March 2019
• Notes in LaTeX and Vim 20 March 2019
• MIT's awesome AI Podcast series 20 March 2019
• Greek Letters! 20 March 2019
• The Promise of Hierarchical RL 11 March 2019
• Research Debt 11 March 2019
• 39 studies about human perception in 30 mins 03 March 2019
• Data Visualization: A practical introduction 02 March 2019
• Awesome-MLSS - List of summer schools in machine learning + related fields across the globe 22 February 2019
• Interpretable ML 21 February 2019
• How powerful are Graph Neural Networks? 15 February 2019
• Better Language Models and Their Implications 14 February 2019
• How to Develop Word Embeddings in Python with Gensim 13 February 2019
• Effective TF 2.0 13 February 2019
• Responsible Data Science 02 February 2019
• Super cool resource: Papers With Code 01 February 2019
• The introduction to Probability, Statistics by Berkeley 30 January 2019
• An AI that 'de-biases' algorithms 27 January 2019
• Practical DL for Coders, 2019 edition 25 January 2019
• Automating project management with DL 19 January 2019
• Looking Back at Google’s Research Efforts in 2018 17 January 2019
• Interested in decision making under uncertainty? 17 January 2019
• Explainability Vs Interpretability In AI & ML 15 January 2019
• NeurIPS 2018 12 January 2019
• Super-resolution GANs for improving the texture resolution of old games 07 January 2019
• Exponentially weighted average weights 07 January 2019
• Tensor Considered Harmful 06 January 2019
• Linear Algebra and Learning from Data 06 January 2019
• Papers with Code 03 January 2019
• Best Paper Awards in CS (since 1996) 29 December 2018
• 10 Most Popular ML Repositories From 2018 29 December 2018
• Seeing Theory 28 December 2018
• Artificial Intelligence Podcast 28 December 2018
• The year in AI/ML advances: 2018 roundup 25 December 2018
• MIT Deep Learning 24 December 2018

Dataset

• A dataset for Self Driving! 30 July 2019
• Learning to reason (mathematically) 03 April 2019
• DeepFashion2 08 March 2019
• AMI Corpus 07 February 2019
• Flickr-Faces-HQ (FFHQ) 04 February 2019
• Hotels-50K: A Global Hotel Recognition Dataset 01 February 2019
• ATOMIC - An Atlas of Machine Commonsense for If-Then Reasoning 01 February 2019
• Natural Questions - Open-domain question answering systems 23 January 2019