Papers of the day   All papers

By monitoring social networks we find most discussed computer science papers. Once a day we publish the most discussed CS paper at Twitter @HotCompScience. Contact email: contacts@hotcomputerscience.com

Papers of the day

Title Popularity Published Comments
Finite Versus Infinite Neural Networks: an Empirical Study 648 Aug 13 2020 8 comments
Hopfield Networks is All You Need 758 Aug 12 2020 35 comments
Differentiable Rendering: A Survey 181 Aug 11 2020 4 comments
Rethinking Parameter Counting in Deep Models: Effective Dimensionality Revisited 182 Aug 10 2020 10 comments
The Phong Surface: Efficient 3D Model Fitting using Lifted Optimization 184 Aug 09 2020 8 comments
MonoLayout: Amodal scene layout from a single image 180 Aug 08 2020 5 comments
V0LTpwn: Attacking x86 Processor Integrity from Software 181 Aug 07 2020 8 comments
Tensor Programs II: Neural Tangent Kernel for Any Architecture 185 Aug 06 2020 5 comments
Why Normalizing Flows Fail to DetectOut-of-Distribution Data 183 Aug 05 2020 7 comments
Big Bird: Transformers for Longer Sequences 243 Aug 04 2020 15 comments
Unselfie: Translating Selfies to Neutral-pose Portraits in the Wild 214 Aug 03 2020 6 comments
The Surprising Effectiveness of LinearUnsupervised Image-to-Image Translation 268 Aug 02 2020 9 comments
LeakyPick: IoT Audio Spy Detector 184 Aug 01 2020 9 comments
Noise or Signal: The Role of Image Backgrounds in Object Recognition 193 Jul 31 2020 5 comments
Towards Learning Convolutions from Scratch 295 Jul 30 2020 11 comments
ORB-SLAM3: An Accurate Open-Source Libraryfor Visual, Visual-Inertial and Multi-Map SLAM 207 Jul 29 2020 10 comments
Collaborative Video Object Segmentation by Foreground-Background Integration 253 Jul 28 2020 3 comments
Randomized Automatic Differentiation 199 Jul 27 2020 5 comments
Towards Nonlinear Disentanglement in Natural Datawith Temporal Sparse Coding 218 Jul 26 2020 6 comments
Contact and Human Dynamics from Monocular Video 309 Jul 25 2020 7 comments
Reinforcement Learning with Augmented Data 184 Jul 24 2020 8 comments
Generalizing Convolutional Neural Networks for Equivariance to Lie Groups on Arbitrary Continuous Data 213 Jul 23 2020 12 comments
MOPO: Model-based Offline Policy Optimization 184 Jul 22 2020 4 comments
The Computational Limits of Deep Learning 273 Jul 21 2020 20 comments
DropEdge: Towards Deep Graph Convolutional Networks On Node Classification 1286 Jul 20 2020 11 comments
Prototypical Contrastive Learning of Unsupervised Representations 212 Jul 19 2020 7 comments
The why, how, and when of representations for complex systems 192 Jul 18 2020 13 comments
AutoAugment: Learning Augmentation Strategies from Data 185 Jul 17 2020 4 comments
A (Slightly) Improved Approximation Algorithm for Metric TSP 187 Jul 16 2020 5 comments
Offline Reinforcement Learning: Tutorial, Review, and Perspectives on Open Problems 189 Jul 15 2020 6 comments
Online path sampling control with progressive spatio-temporal filtering 188 Jul 14 2020 5 comments
Strong Generalization and Efficiency in Neural Programs 412 Jul 13 2020 14 comments
Decolonial AI: Decolonial Theory as Sociotechnical Foresight in Artificial Intelligence 808 Jul 12 2020 51 comments
NVAE: A Deep Hierarchical Variational Autoencoder 547 Jul 11 2020 14 comments
Meta-Learning Symmetries by Reparameterization 222 Jul 10 2020 3 comments
ARCH: Animatable Reconstruction of Clothed Humans 188 Jul 09 2020 3 comments
Learning To Classify Images Without Labels 196 Jul 08 2020 10 comments
Politeness Transfer: A Tag and Generate Approach 226 Jul 07 2020 14 comments
Involutive MCMC: a Unifying Framework 275 Jul 06 2020 4 comments
Object-Centric Learning with Slot Attention 343 Jul 05 2020 10 comments
BERTology Meets Biology: Interpreting Attention in Protein Language Models 454 Jul 04 2020 21 comments
GShard: Scaling Giant Models with Conditional Computation and Automatic Sharding 806 Jul 03 2020 26 comments
Smooth Adversarial Training 491 Jul 02 2020 11 comments
THE SCI-HUB EFFECT: SCI-HUB DOWNLOADS LEAD TO MORE ARTICLE CITATIONS 4263 Jul 01 2020 91 comments
AI Feynman 2.0: Pareto-optimal symbolic regression exploiting graph modularity 213 Jun 30 2020 1 comments
Symbolic Pregression: Discovering Physical Laws from Raw Distorted Video 200 Jun 29 2020 4 comments
Counting Out Time: Class Agnostic Video Repetition Counting in the Wild 191 Jun 28 2020 3 comments
wav2vec 2.0: A Framework for Self-Supervised Learning of Speech Representations 224 Jun 27 2020 6 comments
Language (Technology) is Power: A Critical Survey of “Bias” in NLP 227 Jun 26 2020 15 comments
Deep Learning Based Text Classification: A Comprehensive Review 383 Jun 25 2020 12 comments
Discovering Symbolic Models from Deep Learning with Inductive Biases 1154 Jun 24 2020 21 comments
Big Self-Supervised Models are Strong Semi-Supervised Learners 396 Jun 23 2020 17 comments
DIVNOISING: Diversity Denoising with Fully Convolutional Variational Autoencoders 204 Jun 22 2020 15 comments
Gradient Estimation with Stochastic Softmax Tricks 256 Jun 21 2020 6 comments
Pruning neural networks without any data by iteratively conserving synaptic flow 343 Jun 20 2020 10 comments
Rethinking Pre-training and Self-training 429 Jun 19 2020 15 comments
Open Graph Benchmark: Datasets for Machine Learning on Graphs 336 Jun 18 2020 10 comments
Mind the GAP: Security & Privacy Risks of Contact Tracing Apps 526 Jun 17 2020 9 comments
VirTex: Learning Visual Representations from Textual Annotations 485 Jun 16 2020 14 comments
Linformer: Self-Attention with Linear Complexity 237 Jun 15 2020 10 comments
Adversarial Deepfakes: Evaluating Vulnerability of Deepfake Detectors to Adversarial Examples 192 Jun 12 2020 9 comments
Towards Robust Monocular Depth Estimation: Mixing Datasets for Zero-shot Cross-dataset Transfer 206 Jun 11 2020 8 comments
End-to-End Adversarial Text-to-Speech 320 Jun 10 2020 3 comments
Unsupervised Translation of Programming Languages 4102 Jun 09 2020 63 comments
DeepFaceDrawing: Deep Generation of Face Images from Sketches 371 Jun 08 2020 8 comments
Flows for simultaneous manifold learning and density estimation 291 Jun 07 2020 11 comments
EAR2FACE: DEEP BIOMETRIC MODALITY MAPPING 365 Jun 06 2020 22 comments
Blockchain is Watching You: Profiling and Deanonymizing Ethereum Users 245 Jun 05 2020 15 comments
Fast Probabilistic Consensus with Weighted Votes 235 Jun 04 2020 8 comments
Reliance on Metrics is a Fundamental Challenge for AI 214 Jun 03 2020 16 comments
Efficient and Scalable Bayesian Neural Nets with Rank-1 Factors 204 Jun 02 2020 6 comments
The Hateful Memes Challenge: Detecting Hate Speech in Multimodal Memes 207 Jun 01 2020 10 comments
Large-scale comparison of bibliographic data sources: Scopus, Web of Science, Dimensions, Crossref, and Microsoft Academic 216 May 31 2020 8 comments
Language Models are Few-Shot Learners 2649 May 30 2020 123 comments
End-to-End Object Detection with Transformers 626 May 29 2020 11 comments
Retrieval-Augmented Generation for Knowledge-Intensive NLP Tasks 342 May 28 2020 14 comments
Evaluating NLP Models via Contrast Sets 197 May 27 2020 4 comments
Graph Neural Networks Meet Neural-Symbolic Computing: A Survey and Perspective 242 May 26 2020 19 comments
A neural network walks into a lab: towards using deep nets as models for human behavior 226 May 25 2020 10 comments
On the Nuisance of Control Variables in Regression Analysis 258 May 24 2020 14 comments
Creating High Resolution Images with a Latent Adversarial Generator 418 May 23 2020 9 comments
Shortcut Learning in Deep Neural Networks 399 May 22 2020 16 comments
The Newspaper Navigator Dataset: Extracting And Analyzing Visual Content from 16 Million Historic Newspaper Pages in Chronicling America 206 May 21 2020 13 comments
Movement Pruning: Adaptive Sparsity by Fine-Tuning 823 May 20 2020 22 comments
‘WARRIORS OF THE WORD’ - DECIPHERING LYRICAL TOPICS IN MUSIC AND THEIR CONNECTION TO AUDIO FEATURE DIMENSIONS BASED ON A CORPUS OF OVER 100,000 METAL SONGS 282 May 19 2020 5 comments
YuruGAN: Yuru-Chara Mascot Generator Using Generative Adversarial Networks With Clustering Small Dataset 202 May 18 2020 1 comments
State of the Art on Neural Rendering 240 May 17 2020 10 comments
Experience Grounds Language 250 May 16 2020 15 comments
TLDR: Extreme Summarization of Scientific Documents 232 May 15 2020 10 comments
Machine Learning on Graphs: A Model and Comprehensive Taxonomy 330 May 14 2020 8 comments
We Know What They’ve Been Put Through: Revisiting High-scalability Blockchain Transactions 291 May 13 2020 34 comments
Longformer: The Long-Document Transformer 244 May 12 2020 11 comments
A Metric Learning Reality Check 986 May 11 2020 37 comments
Supervised Contrastive Learning 322 May 10 2020 13 comments
The A-Z of the PhD Trajectory 335 May 09 2020 1 comments
SYNTHESIZER: Rethinking Self-Attention in Transformer Models 335 May 08 2020 10 comments
TTNet: Real-time temporal and spatial video analysis of table tennis 927 May 07 2020 28 comments
Image Augmentation Is All You Need: Regularizing Deep Reinforcement Learning from Pixels 415 May 06 2020 22 comments
Recipes for building an open-domain chatbot 611 May 05 2020 28 comments
CNN EXPLAINER: Learning Convolutional Neural Networks with Interactive Visualization 501 May 04 2020 13 comments
Explainable Deep Learning: A Field Guide for the Uninitiated 571 May 03 2020 15 comments
Consistent Video Depth Estimation 949 May 02 2020 18 comments
The AI Economist: Improving Equality and Productivity with AI-Driven Tax Policies 1282 May 01 2020 38 comments
MASAKHANE - MACHINE TRANSLATION FOR AFRICA 250 Apr 30 2020 14 comments
Paxos vs Raft: Have we reached consensus on distributed consensus? 399 Apr 29 2020 10 comments
NASA Neural Articulated Shape Approximation 418 Apr 28 2020 11 comments
Adversarial Latent Autoencoders 358 Apr 27 2020 8 comments
YOLOv4: Optimal Speed and Accuracy of Object Detection 798 Apr 26 2020 18 comments
Chip Placement with Deep Reinforcement Learning 658 Apr 25 2020 23 comments
Unpaired Photo-to-manga Translation Based on The Methodology of Manga Drawing 2266 Apr 24 2020 3 comments
How recurrent networks implement contextual processing in sentiment analysis 413 Apr 23 2020 14 comments
Do We Need Zero Training Loss A‰er Achieving Zero Training Error? 446 Apr 22 2020 6 comments
If deep learning is the answer, then what is the question? 280 Apr 21 2020 9 comments
Toward Trustworthy AI Development: Mechanisms for Supporting Verifiable Claims 269 Apr 20 2020 30 comments
Why Do Line Drawings Work? A Realism Hypothesis 360 Apr 19 2020 2 comments
LEARNING TO EXPLORE USING ACTIVE NEURAL SLAM 243 Apr 18 2020 4 comments
Improved Price Oracles: Constant Function Market Makers 327 Apr 17 2020 14 comments
XTREME: A Massively Multilingual Multi-task Benchmark for Evaluating Cross-lingual Generalization 419 Apr 16 2020 17 comments
At the Interface of Algebra and Statistics 656 Apr 15 2020 21 comments
KaoKore: A Pre-modern Japanese Art Facial Expression Dataset 247 Apr 14 2020 4 comments
A Free-Energy Principle for Representation Learning 221 Apr 13 2020 3 comments
Learning to See Through Obstructions 219 Apr 12 2020 7 comments
CURL: Contrastive Unsupervised Representations for Reinforcement Learning 371 Apr 11 2020 13 comments
GANSpace: Discovering Interpretable GAN Controls 264 Apr 10 2020 7 comments
Evolving Normalization-Activation Layers 662 Apr 09 2020 18 comments
Self-Supervised Scene De-occlusion 417 Apr 08 2020 6 comments
Suphx: Mastering Mahjong with Deep Reinforcement Learning 354 Apr 07 2020 4 comments
On the Cross-lingual Transferability of Monolingual Representations 201 Apr 06 2020 9 comments
PCGRL: Procedural Content Generation via Reinforcement Learning 201 Apr 05 2020 11 comments
Pre-trained Models for Natural Language Processing: A Survey 276 Apr 04 2020 11 comments
How to do Research At the MIT AI Lab 251 Apr 03 2020 6 comments
Modeling 3D Shapes by Reinforcement Learning 210 Apr 02 2020 6 comments
PointRend: Image Segmentation as Rendering 199 Apr 01 2020 11 comments
“The Human Body is a Black Box”: Supporting Clinical Decision-Making with Deep Learning 198 Mar 31 2020 16 comments
Meta Pseudo Labels 229 Mar 30 2020 4 comments
A Survey of Deep Learning for Scientific Discovery 720 Mar 29 2020 29 comments
Elle: Inferring Isolation Anomalies from Experimental Observations 266 Mar 28 2020 7 comments
Enhanced POET: Open-Ended Reinforcement Learning through Unbounded Invention of Learning Challenges and their Solutions 324 Mar 27 2020 27 comments
RTFM: GENERALISING TO NOVEL ENVIRONMENT DYNAMICS VIA READING 218 Mar 26 2020 20 comments
MLIR: A Compiler Infrastructure for the End of Moore’s Law 205 Mar 25 2020 13 comments
Neural Networks are Surprisingly Modular 229 Mar 24 2020 6 comments
SketchTransfer: A Challenging New Task for Exploring Detail-Invariance and the Abstractions Learned by Deep Networks 199 Mar 23 2020 6 comments
NeRF: Representing Scenes as Neural Radiance Fields for View Synthesis 1618 Mar 22 2020 20 comments
Deep Learning for Financial Applications : A Survey 221 Mar 21 2020 2 comments
Neuroevolution of Self-Interpretable Agents 502 Mar 20 2020 12 comments
Burst Denoising of Dark Images 299 Mar 19 2020 2 comments
WELL-READ STUDENTS LEARN BETTER: ON THE IMPORTANCE OF PRE-TRAINING COMPACT MODELS 415 Mar 18 2020 13 comments
LAGRANGIAN NEURAL NETWORKS 375 Mar 17 2020 13 comments
The importance of transparency and reproducibility in artificial intelligence research 398 Mar 16 2020 33 comments
Learning to Simulate Complex Physics with Graph Networks 1019 Mar 15 2020 20 comments
AutoML-Zero: Evolving Machine Learning Algorithms From Scratch 1748 Mar 14 2020 46 comments
TensorFlow Quantum: A Software Framework for Quantum Machine Learning 340 Mar 13 2020 20 comments
StyleGAN2 Distillation for Feed-forward Image Manipulation 464 Mar 12 2020 10 comments
SYSTEMATIC OVERESTIMATION OF MACHINE LEARNING PERFORMANCE IN NEUROIMAGING STUDIES OF DEPRESSION 272 Mar 11 2020 12 comments
SLIDE : IN DEFENSE OF SMART ALGORITHMS OVER HARDWARE ACCELERATION FOR LARGE-SCALE DEEP LEARNING SYSTEMS 235 Mar 10 2020 15 comments
Proving the Lottery Ticket Hypothesis: Pruning is All You Need 273 Mar 09 2020 6 comments
Knowledge Graphs 345 Mar 08 2020 26 comments
Train Large, Then Compress: Rethinking Model Size for Efficient Training and Inference of Transformers 550 Mar 07 2020 13 comments
Automatically Neutralizing Subjective Bias in Text 224 Mar 06 2020 14 comments
Benchmarking Graph Neural Networks 366 Mar 05 2020 12 comments
Augmented Cyclic Consistency Regularization for Unpaired Image-to-Image Translation 275 Mar 04 2020 0 comments
Learning to Shade Hand-drawn Sketches 405 Mar 03 2020 3 comments
Learning to Continually Learn 299 Mar 02 2020 10 comments
A Primer in BERTology: What we know about how BERT works 905 Mar 01 2020 22 comments
fastai: A Layered API for Deep Learning 216 Feb 29 2020 14 comments
PolyGen: An Autoregressive Generative Model of 3D Meshes 517 Feb 28 2020 13 comments
Batch Normalization Biases Deep Residual Networks Towards Shallow Paths 283 Feb 27 2020 9 comments
Fast Differentiable Sorting and Ranking 398 Feb 26 2020 15 comments
Fine-Tuning Pretrained Language Models: Weight Initializations, Data Orders, and Early Stopping 464 Feb 25 2020 21 comments
Up to two billion times acceleration of scientific simulations with deep neural architecture search 244 Feb 24 2020 14 comments
GANILLA: Generative Adversarial Networks for Image to Illustration Translation 243 Feb 23 2020 5 comments
Bayesian Deep Learning and a Probabilistic Perspective of Generalization 532 Feb 22 2020 18 comments
Multi-task Self-Supervised Visual Learning 248 Feb 21 2020 5 comments
WeatherBench: A benchmark dataset for data-driven weather forecasting 278 Feb 20 2020 8 comments
Deep learning of dynamical attractors from time series measurements 310 Feb 19 2020 9 comments
The Next Decade in AI: Four Steps Towards Robust Artificial Intelligence 1182 Feb 18 2020 90 comments
Representation Learning with Contrastive Predictive Coding 275 Feb 17 2020 8 comments
A Simple Framework for Contrastive Learning of Visual Representations 1512 Feb 16 2020 25 comments
Rethinking the maturity of artificial intelligence in safety-critical settings 264 Feb 15 2020 31 comments
Machine Learning in Python: Main developments and technology trends in data science, machine learning, and artificial intelligence 575 Feb 14 2020 23 comments
Explainable Artificial Intelligence (XAI): Concepts, Taxonomies, Opportunities and Challenges toward Responsible AI 184 Feb 13 2020 3 comments
Wearable Microphone Jamming 407 Feb 12 2020 12 comments
“Superstition” in the Network: Deep Reinforcement Learning Plays Deceptive Games 179 Feb 11 2020 11 comments
An introduction to state-space modeling of ecological time series 303 Feb 10 2020 14 comments
How Good is the Bayes Posterior in Deep Neural Networks Really? 414 Feb 09 2020 16 comments
Improved Sample Complexities for Deep Networks and Robust Classification via an All-Layer Margin 178 Feb 08 2020 5 comments
∇SLAM: Dense SLAM meets Automatic Differentiation 196 Feb 07 2020 8 comments
ALBERTO: Italian BERT Language Understanding Model for NLP Challenging Tasks Based on Tweets 198 Feb 06 2020 3 comments
FAST IS BETTER THAN FREE: REVISITING ADVERSARIAL TRAINING 214 Feb 05 2020 4 comments
CamemBERT: a Tasty French Language Model 223 Feb 04 2020 4 comments
Roles for Computing in Social Change 342 Feb 03 2020 24 comments
RobBERT: a Dutch RoBERTa-based Language Model 244 Feb 02 2020 7 comments
On the Continuity of Rotation Representations in Neural Networks 252 Feb 01 2020 4 comments
Convolutional Neural Networks as a Model of the Visual System: Past, Present, and Future 247 Jan 31 2020 4 comments
Towards a Human-like Open-Domain Chatbot 1967 Jan 30 2020 52 comments
FlauBERT: Unsupervised Language Model Pre-training for French 352 Jan 29 2020 15 comments
Multilingual Denoising Pre-training for Neural Machine Translation 551 Jan 28 2020 13 comments
HUMANGAN: GENERATIVE ADVERSARIAL NETWORK WITH HUMAN-BASED DISCRIMINATOR AND ITS EVALUATION IN SPEECH PERCEPTION MODELING 184 Jan 27 2020 3 comments
Compounding the Performance Improvements of Assembled Techniques in a Convolutional Neural Network 310 Jan 26 2020 11 comments
Q-LEARNING IN ENORMOUS ACTION SPACES VIA AMORTIZED APPROXIMATE MAXIMIZATION 426 Jan 25 2020 7 comments
FixMatch: Simplifying Semi-Supervised Learning with Consistency and Confidence 776 Jan 24 2020 16 comments
Overly Optimistic Prediction Results on Imbalanced Data: Flaws and Benefits of Applying Over-sampling 254 Jan 23 2020 9 comments
Sideways: Depth-Parallel Training of Video Models 424 Jan 22 2020 8 comments
DeepStereo: Learning to Predict New Views from the World’s Imagery 304 Jan 21 2020 7 comments
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding 256 Jan 20 2020 27 comments
Machine Learning for Precipitation Nowcasting from Radar Images 219 Jan 19 2020 3 comments
Robot Rights? Let’s Talk about Human Welfare Instead 879 Jan 18 2020 73 comments
Neural Data Server: A Large-Scale Search Engine for Transfer Learning Data 249 Jan 17 2020 10 comments
ON THE RELATIONSHIP BETWEEN SELF-ATTENTION AND CONVOLUTIONAL LAYERS 428 Jan 16 2020 6 comments
Generating Interactive Worlds with Text 186 Jan 15 2020 8 comments
Modular Meta-Learning with Shrinkage 183 Jan 14 2020 8 comments
Deep and Confident Prediction for Time Series at Uber 182 Jan 13 2020 4 comments
DREAM TO CONTROL: LEARNING BEHAVIORS BY LATENT IMAGINATION 216 Jan 12 2020 8 comments
Scalable Gradients for Stochastic Differential Equations 267 Jan 11 2020 6 comments
Training Agents using Upside-Down Reinforcement Learning 191 Jan 10 2020 5 comments
Probabilistic Forecasting with Temporal Convolutional Neural Network 187 Jan 09 2020 6 comments
Geometric Capsule Autoencoders for 3D Point Clouds 201 Jan 08 2020 7 comments
DIFFTAICHI: DIFFERENTIABLE PROGRAMMING FOR PHYSICAL SIMULATION 220 Jan 07 2020 4 comments
How can we fool LIME and SHAP? Adversarial Attacks on Post hoc Explanation Methods 230 Jan 06 2020 26 comments
AI Feynman: a Physics-Inspired Method for Symbolic Regression 191 Jan 05 2020 5 comments
Invisible Mask: Practical Attacks on Face Recognition with Infrared 208 Jan 04 2020 6 comments
A Modern Introduction to Online Learning 332 Jan 03 2020 17 comments
LEARNING NEURAL CAUSAL MODELS FROM UNKNOWN INTERVENTIONS 251 Jan 02 2020 17 comments
SinGAN: Learning a Generative Model from a Single Natural Image 193 Jan 01 2020 8 comments
Fusion of Detected Objects in Text for Visual Question Answering 197 Dec 31 2019 5 comments
On the Decentralized Generation of the RSA Moduli in Multi-Party Settings 208 Dec 30 2019 7 comments
One neuron is more informative than a deep neural network for aftershock pattern forecasting 190 Dec 29 2019 17 comments
Task-Relevant Adversarial Imitation Learning 196 Dec 28 2019 7 comments
ALBERT: A LITE BERT FOR SELF-SUPERVISED LEARNING OF LANGUAGE REPRESENTATIONS 244 Dec 27 2019 20 comments
Achieving Robustness in the Wild via Adversarial Mixing with Disentangled Representations 216 Dec 26 2019 5 comments
Coupled Generative Adversarial Networks 246 Dec 25 2019 4 comments
NEURAL TANGENTS: FAST AND EASY INFINITE NEURAL NETWORKS IN PYTHON 522 Dec 24 2019 10 comments
Advances and Open Problems in Federated Learning 265 Dec 23 2019 9 comments
CONTRASTIVE LEARNING OF STRUCTURED WORLD MODELS 413 Dec 22 2019 15 comments
The Liar’s Walk Detecting Deception with Gait and Gesture 623 Dec 21 2019 41 comments
Common Voice: A Massively-Multilingual Speech Corpus 372 Dec 20 2019 26 comments
Extending Machine Language Models toward Human-Level Language Understanding 481 Dec 19 2019 15 comments
Do Massively Pretrained Language Models Make Better Storytellers? 217 Dec 18 2019 7 comments
DEEP NEUROETHOLOGY OF A VIRTUAL RODENT 279 Dec 17 2019 14 comments
Generative Adversarial Nets 2958 Dec 16 2019 12 comments
Generalization of Reinforcement Learners with Working and Episodic Memory 298 Dec 15 2019 8 comments
Analyzing and Improving the Image Quality of StyleGAN 753 Dec 14 2019 28 comments
GitHub Typo Corpus: A Large-Scale Multilingual Dataset of Misspellings and Grammatical Errors 243 Dec 13 2019 9 comments
Self-Supervised Learning of Pretext-Invariant Representations 466 Dec 12 2019 6 comments
YOUR CLASSIFIER IS SECRETLY AN ENERGY BASED MODEL AND YOU SHOULD TREAT IT LIKE ONE 597 Dec 11 2019 22 comments
StarGAN v2: Diverse Image Synthesis for Multiple Domains 402 Dec 10 2019 7 comments
PyTorch: An Imperative Style, High-Performance Deep Learning Library 712 Dec 09 2019 15 comments
Normalizing Flows for Probabilistic Modeling and Inference 606 Dec 08 2019 19 comments
Tensor Programs I: Wide Feedforward or Recurrent Neural Networks of Any Architecture are Gaussian Processes 845 Dec 07 2019 20 comments
LOGAN: LATENT OPTIMISATION FOR GENERATIVE ADVERSARIAL NETWORKS 469 Dec 06 2019 9 comments
What’s Hidden in a Randomly Weighted Neural Network? 625 Dec 05 2019 25 comments
Building Fast Fuzzers 235 Dec 04 2019 12 comments
Model Cards for Model Reporting 492 Dec 03 2019 27 comments
Fast Sparse ConvNets 297 Dec 02 2019 6 comments
Rigging the Lottery: Making All Tickets Winners 342 Dec 01 2019 18 comments
Adversarial Examples Improve Image Recognition 357 Nov 30 2019 7 comments
CAUSALITY FOR MACHINE LEARNING 699 Nov 29 2019 26 comments
Single Headed Attention RNN: Stop Thinking With Your Head 1139 Nov 28 2019 53 comments
Momentum Contrast for Unsupervised Visual Representation Learning 640 Nov 27 2019 17 comments
The Deep Learning Revolution and Its Implications for Computer Architecture and Chip Design 5786 Nov 26 2019 18 comments
Continual Unsupervised Representation Learning 453 Nov 25 2019 8 comments
EfficientDet: Scalable and Efficient Object Detection 893 Nov 24 2019 27 comments
Mastering Atari, Go, Chess and Shogi by Planning with a Learned Model 877 Nov 23 2019 33 comments
RandAugment: Practical automated data augmentation with a reduced search space 359 Nov 22 2019 12 comments
Machine Learning for Scent: Learning Generalizable Perceptual Representations of Small Molecules 224 Nov 21 2019 13 comments
RNNs Evolving in Equilibrium: A Solution to the Vanishing and Exploding Gradients 207 Nov 20 2019 7 comments
Learning From Brains How to Regularize Machines 277 Nov 19 2019 11 comments
Kaolin: A PyTorch Library for Accelerating 3D Deep Learning Research 265 Nov 18 2019 14 comments
TPM-FAIL: TPM meets Timing and Lattice Attacks 281 Nov 17 2019 6 comments
Self-training with Noisy Student improves ImageNet classification 1570 Nov 16 2019 42 comments
Cubic Stylization 202 Nov 15 2019 6 comments
Generating High-Resolution Fashion Model Images Wearing Custom Outfits 205 Nov 14 2019 7 comments
Hamiltonian Graph Networks with ODE Integrators 219 Nov 13 2019 10 comments
Visual Concepts and Compositional Voting 226 Nov 12 2019 0 comments
Unsupervised Cross-lingual Representation Learning at Scale 399 Nov 11 2019 19 comments
RoboNet: Large-Scale Multi-Robot Learning 225 Nov 10 2019 4 comments
Q8BERT: Quantized 8Bit BERT 240 Nov 09 2019 11 comments
The Measure of Intelligence 2736 Nov 08 2019 80 comments
Learning Transferable Graph Exploration 260 Nov 07 2019 5 comments
Evading Real-Time Person Detectors by Adversarial T-shirt 422 Nov 06 2019 29 comments
Adversarial NLI: A New Benchmark for Natural Language Understanding 295 Nov 05 2019 13 comments
Making an Invisibility Cloak: Real World Adversarial Attacks on Object Detectors 405 Nov 04 2019 6 comments
Prescribed Generative Adversarial Networks 532 Nov 03 2019 21 comments
Evaluating the Factual Consistency of Abstractive Text Summarization 317 Nov 02 2019 8 comments
Troubleshooting Deep Neural Networks 701 Nov 01 2019 4 comments
Learning to Predict Without Looking Ahead: World Models Without Forward Prediction 535 Oct 31 2019 19 comments
Differentiable Convex Optimization Layers 313 Oct 30 2019 6 comments
Newton vs the machine: solving the chaotic three-body problem using deep neural networks 946 Oct 29 2019 17 comments
LVIS: A Dataset for Large Vocabulary Instance Segmentation 197 Oct 28 2019 5 comments
Animating Landscape: Self-Supervised Learning of Decoupled Motion and Appearance for Single-Image Video Synthesis 268 Oct 27 2019 5 comments
Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer 907 Oct 26 2019 34 comments
ON EMPIRICAL COMPARISONS OF OPTIMIZERS FOR DEEP LEARNING 270 Oct 25 2019 6 comments
MultiFiT: Efficient Multi-lingual Language Model Fine-tuning 514 Oct 24 2019 9 comments
META-LEARNING DEEP ENERGY-BASED MEMORY MODELS 353 Oct 23 2019 8 comments
Connections between Support Vector Machines, Wasserstein distance and gradient-penalty GANs 609 Oct 22 2019 20 comments
Mish: A Self Regularized Non-Monotonic Neural Activation Function 238 Oct 21 2019 4 comments
Hidden Stratification Causes Clinically Meaningful Failures in Machine Learning for Medical Imaging 271 Oct 20 2019 14 comments
STABILIZING TRANSFORMERS FOR REINFORCEMENT LEARNING 352 Oct 19 2019 11 comments
BOTORCH: PROGRAMMABLE BAYESIAN OPTIMIZATION IN PYTORCH 361 Oct 18 2019 13 comments
EXBERT: A Visual Analysis Tool to Explore Learned Representations in Transformers Models 475 Oct 17 2019 14 comments
TorchBeast: A PyTorch Platform for Distributed RL 207 Oct 16 2019 6 comments
Efficient Graph Generation with Graph Recurrent Attention Networks 235 Oct 15 2019 8 comments
Transformers: State-of-the-art Natural Language Processing 559 Oct 14 2019 21 comments
GENERALIZED INNER LOOP META-LEARNING 230 Oct 13 2019 7 comments
Making the Invisible Visible: Action Recognition Through Walls and Occlusions 240 Oct 12 2019 10 comments
Hijacking Routes in Payment Channel Networks: A Predictability Tradeoff 307 Oct 11 2019 15 comments
Harnessing the Power of Infinitely Wide Deep Nets on Small-data Tasks 276 Oct 10 2019 6 comments
A Framework for Data-Driven Robotics 237 Oct 09 2019 7 comments
EXASCALE DEEP LEARNING FOR SCIENTIFIC INVERSE PROBLEMS 331 Oct 08 2019 19 comments
Hidden Trigger Backdoor Attacks 585 Oct 07 2019 1 comments
Are We Modeling the Task or the Annotator? An Investigation of Annotator Bias in Natural Language Understanding Datasets 245 Oct 06 2019 8 comments
NEURAL TEXT DEGENERATION WITH UNLIKELIHOOD TRAINING 252 Oct 05 2019 8 comments
Rapid Learning or Feature Reuse? Towards Understanding the Effectiveness of MAML 281 Oct 04 2019 8 comments
Neural reparameterization improves structural optimization 401 Oct 03 2019 13 comments
Read, Attend and Comment: A Deep Architecture for Automatic News Comment Generation 976 Oct 02 2019 42 comments
EXTREME LANGUAGE MODEL COMPRESSION WITH OPTIMAL SUBWORDS AND SHARED PROJECTIONS 311 Oct 01 2019 7 comments
Liquid Warping GAN: A Unified Framework for Human Motion Imitation, Appearance Transfer and Novel View Synthesis 455 Sep 30 2019 5 comments
HIGH FIDELITY SPEECH SYNTHESIS WITH ADVERSARIAL NETWORKS 473 Sep 29 2019 6 comments
DEEP LEARNING FOR SYMBOLIC MATHEMATICS 695 Sep 28 2019 16 comments
MIMII DATASET: SOUND DATASET FOR MALFUNCTIONING INDUSTRIAL MACHINE INVESTIGATION AND INSPECTION 390 Sep 27 2019 6 comments
Meta-Learning with Implicit Gradients 230 Sep 26 2019 6 comments
Reward Tampering Problems and Solutions in Reinforcement Learning 203 Sep 25 2019 7 comments
Fast and Accurate Least-Mean-Squares Solvers 357 Sep 24 2019 1 comments
Sparse Networks from Scratch: Faster Training without Losing Performance 210 Sep 23 2019 6 comments
Factoring Integers Using SIMD Sieves 281 Sep 22 2019 4 comments
Overton: A Data System for Monitoring and Improving Machine-Learned Products 367 Sep 21 2019 23 comments
Transfer Learning from Speaker Verification to Multispeaker Text-To-Speech Synthesis 865 Sep 20 2019 19 comments
DeepPrivacy: A Generative Adversarial Network for Face Anonymization 339 Sep 19 2019 11 comments
The Bottom-up Evolution of Representations in the Transformer: A Study with Machine Translation and Language Modeling Objectives 340 Sep 18 2019 8 comments
A deep learning system for differential diagnosis of skin diseases 270 Sep 17 2019 13 comments
Survey and Benchmarking of Machine Learning Accelerators 222 Sep 16 2019 6 comments
Episodic Memory in Lifelong Language Learning 541 Sep 15 2019 9 comments
Achieving Verified Robustness to Symbol Substitutions via Interval Bound Propagation 289 Sep 14 2019 6 comments
Batch Normalization: Accelerating Deep Network Training b y Reducing Internal Covariate Shift 657 Sep 13 2019 15 comments
On Extractive and Abstractive Neural Document Summarization with Transformer Language Models 3382 Sep 12 2019 48 comments
Making Efficient Use of Demonstrations to Solve Hard Exploration Problems 265 Sep 11 2019 5 comments
Stand-Alone Self-Attention in Vision Models 286 Sep 10 2019 7 comments
Differentiable Sorting using Optimal Transport: The Sinkhorn CDF and Quantile Operator 188 Sep 09 2019 4 comments
One ticket to win them all: generalizing lottery ticket initializations across datasets and optimizers 234 Sep 08 2019 12 comments
VideoBERT: A Joint Model for Video and Language Representation Learning 242 Sep 07 2019 9 comments
Language Models as Knowledge Bases? 706 Sep 06 2019 26 comments
LXMERT: Learning Cross-Modality Encoder Representations from Transformers 275 Sep 05 2019 11 comments
Progressive Face Super-Resolution via Attention to Facial Landmark 1100 Sep 04 2019 17 comments
Robust Image Colorization using Self Attention based Progressive Generative Adversarial Network 316 Sep 03 2019 18 comments
Cognitive Triaging of Phishing Attacks 47 Sep 02 2019 7 comments
Pseudo-LiDAR from Visual Depth Estimation: Bridging the Gap in 3D Object Detection for Autonomous Driving 63 Sep 01 2019 7 comments
VISUALBERT: A SIMPLE AND PERFORMANT BASELINE FOR VISION AND LANGUAGE 267 Aug 31 2019 8 comments
A Beginner's Guide to the Mathematics of Neural Networks 701 Aug 30 2019 12 comments
OpenSpiel: A Framework for Reinforcement Learning in Games 853 Aug 29 2019 12 comments
Reconciling modern machine learning and the bias-variance trade-off 1124 Aug 28 2019 29 comments
Deconstructing Lottery Tickets: Zeros, Signs, and the Supermask 66 Aug 27 2019 6 comments
ONLAY: ONLINE LAYERING FOR SCALABLE ASYNCHRONOUS BFT SYSTEM 54 Aug 26 2019 5 comments
Mutual exclusivity as a challenge for neural networks 187 Aug 25 2019 6 comments
GRAPE DETECTION, SEGMENTATION AND TRACKING USING DEEP NEURAL NETWORKS AND THREE-DIMENSIONAL ASSOCIATION 190 Aug 24 2019 8 comments
Structural Equation Modeling using Computation Graphs 54 Aug 23 2019 5 comments
The Surprising Creativity of Digital Evolution: A Collection of Anecdotes from the Evolutionary Computation and Artificial Life Research Communities 290 Aug 22 2019 20 comments
Tag2Pix: Line Art Colorization Using Text Tag With SECat and Changing Loss 255 Aug 21 2019 1 comments
EINCONV: EXPLORING UNEXPLORED TENSOR DECOMPOSITIONS FOR CONVOLUTIONAL NEURAL NETWORKS 226 Aug 20 2019 3 comments
Computer Science and Metaphysics: A Cross-Fertilization 54 Aug 19 2019 2 comments
ViLBERT: Pretraining Task-Agnostic Visiolinguistic Representations for Vision-and-Language Tasks 228 Aug 18 2019 8 comments
Mesh R-CNN 237 Aug 17 2019 5 comments
Behaviour Suite for Reinforcement Learning 574 Aug 16 2019 9 comments
R-TRANSFORMER: RECURRENT NEURAL NETWORK ENHANCED TRANSFORMER 187 Aug 15 2019 4 comments
Identifying Emotions from Walking Using Affective and Deep Features 192 Aug 14 2019 5 comments
Classification Accuracy Score for Conditional Generative Models 57 Aug 13 2019 7 comments
How to (Properly) Evaluate Cross-Lingual Word Embeddings: On Strong Baselines, Comparative Analyses, and Some Misconceptions 53 Aug 12 2019 1 comments
Meta-Learning with Differentiable Convex Optimization 54 Aug 11 2019 3 comments
Limitations of adversarial robustness: strong No Free Lunch Theorem 64 Aug 10 2019 8 comments
Object Detection in 20 Years: A Survey 102 Aug 09 2019 3 comments
CompILE: Compositional Imitation Learning and Execution 71 Aug 08 2019 5 comments
Fast key-value stores: An idea whose time has come and gone 70 Aug 07 2019 6 comments
U-GAT-IT: Unsupervised Generative Attentional Networks with Adaptive Layer-Instance Normalization for Image-to-Image Translation 354 Aug 06 2019 12 comments
DeepLight: Learning Illumination for Unconstrained Mobile Mixed Reality 94 Aug 05 2019 8 comments
TOWARDS FEDERATED LEARNING AT SCALE: SYSTEM DESIGN 276 Aug 04 2019 10 comments
A Differentiable Programming System to Bridge Machine Learning and Scientific Computing 215 Aug 03 2019 12 comments
The Bach Doodle: approachable music composition with machine learning at scale 212 Aug 02 2019 8 comments
Google Research Football: A Novel Reinforcement Learning Environment 324 Aug 01 2019 3 comments
RoBERTa: A Robustly Optimized BERT Pretraining Approach 362 Jul 31 2019 16 comments
Green AI 746 Jul 30 2019 44 comments
CutMix: Regularization Strategy to Train Strong Classifiers with Localizable Features 137 Jul 29 2019 7 comments
Kervolutional Neural Networks 109 Jul 28 2019 4 comments
Neural Decipherment via Minimum-Cost Flow: from Ugaritic to Linear B 216 Jul 27 2019 18 comments
Invariant Risk Minimization 439 Jul 26 2019 21 comments
Are We Really Making Much Progress? A Worrying Analysis of Recent Neural Recommendation Approaches 486 Jul 25 2019 44 comments
Learning Representations by Maximizing Mutual Information Across Views 229 Jul 24 2019 11 comments
Probing Neural Network Comprehension of Natural Language Arguments 551 Jul 23 2019 24 comments
Gated-SCNN: Gated Shape CNNs for Semantic Segmentation 541 Jul 22 2019 11 comments
Efficient Video Generation on Complex Datasets 334 Jul 21 2019 5 comments
Natural Adversarial Examples 541 Jul 20 2019 13 comments
What does it mean to understand a neural network? 705 Jul 19 2019 29 comments
A Deep Generative Model for Graph Layout 773 Jul 18 2019 8 comments
Learnable Triangulation of Human Pose 140 Jul 17 2019 3 comments
UNSUPERVISED REPRESENTATION LEARNING WITH DEEP CONVOLUTIONAL GENERATIVE ADVERSARIAL NETWORKS 299 Jul 16 2019 7 comments
Textured Neural Avatars 157 Jul 15 2019 4 comments
Large Memory Layers with Product Keys 770 Jul 14 2019 15 comments
The Ramanujan Machine: Automatically Generated Conjectures on Fundamental Constants 274 Jul 13 2019 13 comments
Human-Centered Tools for Coping with Imperfect Algorithms During Medical Decision-Making 198 Jul 12 2019 10 comments
Training Language GANs from Scratch 190 Jul 11 2019 8 comments
Large Scale Adversarial Representation Learning 838 Jul 10 2019 16 comments
Distilling the Knowledge in a Neural Network 385 Jul 09 2019 8 comments
PointFlow: 3D Point Cloud Generation with Continuous Normalizing Flows 232 Jul 08 2019 5 comments
Population Based Augmentation: Efficient Learning of Augmentation Policy Schedules 189 Jul 07 2019 3 comments
Human information processing in complex networks 203 Jul 06 2019 3 comments
Explain Yourself! Leveraging Language Models for Commonsense Reasoning 283 Jul 05 2019 9 comments
Regularized Hierarchical Policies for Compositional Transfer in Robotics 234 Jul 04 2019 4 comments
A mathematical theory of semantic development in deep neural networks 227 Jul 03 2019 8 comments
Unsupervised Learning of Object Keypoints for Perception and Control 560 Jul 02 2019 10 comments
ORRB - OpenAI Remote Rendering Backend 356 Jul 01 2019 8 comments
Learning Data Augmentation Strategies for Object Detection 409 Jun 30 2019 9 comments
SATNet: Bridging deep learning and logical reasoning using a differentiable satisfiability solver 213 Jun 29 2019 7 comments
Monte Carlo Gradient Estimation in Machine Learning 624 Jun 28 2019 25 comments
On Variational Bounds of Mutual Information 272 Jun 27 2019 9 comments
Energy and Policy Considerations for Deep Learning in NLP 874 Jun 26 2019 73 comments
Challenging Common Assumptions in the Unsupervised Learning of Disentangled Representations 269 Jun 25 2019 15 comments
What Does BERT Look At? An Analysis of BERT’s Attention 464 Jun 24 2019 15 comments
Functional Regularisation for Continual Learning 308 Jun 23 2019 3 comments
Stacked Capsule Autoencoders 331 Jun 22 2019 9 comments
XLNet: Generalized Autoregressive Pretraining for Language Understanding 2180 Jun 21 2019 60 comments
Does Object Recognition Work for Everyone? 243 Jun 20 2019 7 comments
The Theory Behind Overfitting, Cross Validation, Regularization, Bagging, and Boosting: Tutorial 214 Jun 19 2019 4 comments
Selfie: Self-supervised Pretraining for Image Embedding 263 Jun 18 2019 11 comments
MelNet: A Generative Model for Audio in the Frequency Domain 242 Jun 17 2019 11 comments
How to factor 2048 bit RSA integers in 8 hours using 20 million noisy qubits 368 Jun 16 2019 27 comments
Tackling Climate Change with Machine Learning 1856 Jun 15 2019 133 comments
Hamiltonian Neural Networks 461 Jun 14 2019 11 comments
Weight Agnostic Neural Networks 1422 Jun 13 2019 56 comments
Visualizing and Measuring the Geometry of BERT 993 Jun 12 2019 19 comments
PaperRobot: Incremental Draft Generation of Scientific Ideas 243 Jun 11 2019 8 comments
An Explicitly Relational Neural Network Architecture 318 Jun 10 2019 14 comments
Defending Against Neural Fake News 287 Jun 09 2019 14 comments
Generating Diverse High-Fidelity Images with VQ-VAE-2 978 Jun 08 2019 22 comments
EfficientNet: Rethinking Model Scaling for Convolutional Neural Networks 1174 Jun 07 2019 33 comments
Searching for MobileNetV3 201 Jun 06 2019 3 comments
VERIFICATION OF NON-LINEAR SPECIFICATIONS FOR NEURAL NETWORKS 184 Jun 05 2019 4 comments
Deep Compressed Sensing 192 Jun 04 2019 8 comments
Meta-learning of Sequential Strategies 197 Jun 03 2019 7 comments
Iterative Reinforcement Learning Based Design of Dynamic Locomotion Skills for Cassie 196 Jun 02 2019 4 comments
Meta-Sim: Learning to Generate Synthetic Datasets 312 Jun 01 2019 9 comments
ABC: A Big CAD Model Dataset For Geometric Deep Learning 240 May 31 2019 9 comments
BERT Rediscovers the Classical NLP Pipeline 314 May 30 2019 15 comments
Speech2Face: Learning the Face Behind a Voice 534 May 29 2019 29 comments
Neural Path Planning: Fixed Time, Near-Optimal Path Generation via Oracle Imitation 238 May 28 2019 7 comments
Data-Efficient Image Recognition with Contrastive Predictive Coding 677 May 27 2019 18 comments
Magic: The Gathering is Turing Complete 675 May 26 2019 59 comments
Graph Matching Networks for Learning the Similarity of Graph Structured Objects 454 May 25 2019 9 comments
MixMatch: A Holistic Approach to Semi-Supervised Learning 606 May 24 2019 26 comments
Few-Shot Adversarial Learning of Realistic Neural Talking Head Models 62515 May 23 2019 628 comments
Unsupervised Data Augmentation 671 May 22 2019 25 comments
Adversarial Examples Are Not Bugs, They Are Features 677 May 21 2019 27 comments
Real numbers, data science and chaos: How to fit any dataset with a single parameter 924 May 20 2019 37 comments
Deep Generative Models for Graphs: Methods & Applications 178 May 19 2019 3 comments
Exploring Randomly Wired Neural Networks for Image Recognition 40 Apr 30 2019 3 comments
Depth from Videos in the Wild: Unsupervised Monocular Depth Learning from Unknown Cameras 167 Apr 26 2019 1 comments
Flash Boys 2.0: Frontrunning, Transaction Reordering, and Consensus Instability in Decentralized Exchanges 210 Apr 25 2019 22 comments
Fooling automated surveillance cameras: adversarial patches to attack person detection 1945 Apr 22 2019 47 comments
Need for Sleep: the Impact of a Night of Sleep Deprivation on Novice Developers’ Performance 465 Apr 21 2019 23 comments