Papers of the day   All papers

All computer science papers

Title Popularity Found Paper of the day Comments
Language Models are Few-Shot Learners 1835 Jul 13 2020 May 30 2020 85 comments
Decolonial AI: Decolonial Theory as Sociotechnical Foresight in Artificial Intelligence 570 Jul 09 2020 Jul 12 2020 29 comments
Strong Generalization and Efficiency in Neural Programs 400 Jul 09 2020 Jul 13 2020 13 comments
NVAE: A Deep Hierarchical Variational Autoencoder 536 Jul 09 2020 Jul 11 2020 14 comments
A (Slightly) Improved Approximation Algorithm for Metric TSP 185 Jul 08 2020 5 comments
AI Feynman: a Physics-Inspired Method for Symbolic Regression 191 Jul 08 2020 Jan 05 2020 5 comments
Meta-Learning Symmetries by Reparameterization 218 Jul 08 2020 Jul 10 2020 3 comments
Adaptive Risk Minimization: A Meta-Learning Approach for Tackling Group Shift 176 Jul 07 2020 2 comments
Politeness Transfer: A Tag and Generate Approach 217 Jul 03 2020 Jul 07 2020 13 comments
GShard: Scaling Giant Models with Conditional Computation and Automatic Sharding 773 Jul 02 2020 Jul 03 2020 23 comments
Involutive MCMC: a Unifying Framework 266 Jul 01 2020 Jul 06 2020 3 comments
BERTology Meets Biology: Interpreting Attention in Protein Language Models 421 Jun 30 2020 Jul 04 2020 21 comments
THE SCI-HUB EFFECT: SCI-HUB DOWNLOADS LEAD TO MORE ARTICLE CITATIONS 4206 Jun 30 2020 Jul 01 2020 88 comments
Smooth Adversarial Training 485 Jun 29 2020 Jul 02 2020 11 comments
Object-Centric Learning with Slot Attention 339 Jun 29 2020 Jul 05 2020 10 comments
Symbolic Pregression: Discovering Physical Laws from Raw Distorted Video 199 Jun 26 2020 Jun 29 2020 4 comments
wav2vec 2.0: A Framework for Self-Supervised Learning of Speech Representations 221 Jun 24 2020 Jun 27 2020 6 comments
AI Feynman 2.0: Pareto-optimal symbolic regression exploiting graph modularity 209 Jun 24 2020 Jun 30 2020 1 comments
Deep Learning Based Text Classification: A Comprehensive Review 376 Jun 23 2020 Jun 25 2020 11 comments
Discovering Symbolic Models from Deep Learning with Inductive Biases 1127 Jun 23 2020 Jun 24 2020 21 comments
Noise or Signal: The Role of Image Backgrounds in Object Recognition 180 Jun 19 2020 3 comments
Big Self-Supervised Models are Strong Semi-Supervised Learners 329 Jun 19 2020 Jun 23 2020 15 comments
Counting Out Time: Class Agnostic Video Repetition Counting in the Wild 188 Jun 18 2020 Jun 28 2020 3 comments
Gradient Estimation with Stochastic Softmax Tricks 252 Jun 16 2020 Jun 21 2020 5 comments
Rethinking Pre-training and Self-training 368 Jun 15 2020 Jun 19 2020 14 comments
EfficientDet: Scalable and Efficient Object Detection 785 Jun 15 2020 Nov 24 2019 26 comments
Are we done with ImageNet? 174 Jun 15 2020 9 comments
Pruning neural networks without any data by iteratively conserving synaptic flow 338 Jun 13 2020 Jun 20 2020 9 comments
DIVNOISING: Diversity Denoising with Fully Convolutional Variational Autoencoders 204 Jun 12 2020 Jun 22 2020 15 comments
Mind the GAP: Security & Privacy Risks of Contact Tracing Apps 522 Jun 12 2020 Jun 17 2020 9 comments
VirTex: Learning Visual Representations from Textual Annotations 436 Jun 12 2020 Jun 16 2020 13 comments
Linformer: Self-Attention with Linear Complexity 236 Jun 09 2020 Jun 15 2020 10 comments
Online path sampling control with progressive spatio-temporal filtering 187 Jun 09 2020 Jul 14 2020 5 comments
Unsupervised Translation of Programming Languages 3685 Jun 08 2020 Jun 09 2020 58 comments
End-to-End Adversarial Text-to-Speech 320 Jun 08 2020 Jun 10 2020 3 comments
DeepFaceDrawing: Deep Generation of Face Images from Sketches 369 Jun 06 2020 Jun 08 2020 8 comments
The why, how, and when of representations for complex systems 183 Jun 05 2020 12 comments
EAR2FACE: DEEP BIOMETRIC MODALITY MAPPING 358 Jun 04 2020 Jun 06 2020 21 comments
Flows for simultaneous manifold learning and density estimation 290 Jun 04 2020 Jun 07 2020 11 comments
Blockchain is Watching You: Profiling and Deanonymizing Ethereum Users 244 Jun 04 2020 Jun 05 2020 15 comments
Learning To Classify Images Without Labels 195 Jun 02 2020 Jul 08 2020 9 comments
Fast Probabilistic Consensus with Weighted Votes 235 Jun 02 2020 Jun 04 2020 8 comments
Movement Pruning: Adaptive Sparsity by Fine-Tuning 814 Jun 01 2020 May 20 2020 22 comments
Graph Neural Networks Meet Neural-Symbolic Computing: A Survey and Perspective 242 Jun 01 2020 May 26 2020 19 comments
Language (Technology) is Power: A Critical Survey of “Bias” in NLP 212 May 29 2020 Jun 26 2020 13 comments
MOPO: Model-based Offline Policy Optimization 183 May 28 2020 4 comments
End-to-End Object Detection with Transformers 626 May 27 2020 May 29 2020 11 comments
Retrieval-Augmented Generation for Knowledge-Intensive NLP Tasks 340 May 26 2020 May 28 2020 14 comments
Large-scale comparison of bibliographic data sources: Scopus, Web of Science, Dimensions, Crossref, and Microsoft Academic 216 May 22 2020 May 31 2020 8 comments
Creating High Resolution Images with a Latent Adversarial Generator 406 May 21 2020 May 23 2020 9 comments
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding 219 May 21 2020 Jan 20 2020 22 comments
A deep learning system for differential diagnosis of skin diseases 267 May 18 2020 Sep 17 2019 13 comments
Efficient and Scalable Bayesian Neural Nets with Rank-1 Factors 199 May 18 2020 Jun 02 2020 5 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 18 2020 May 19 2020 5 comments
Prototypical Contrastive Learning of Unsupervised Representations 183 May 16 2020 6 comments
The Hateful Memes Challenge: Detecting Hate Speech in Multimodal Memes 202 May 12 2020 Jun 01 2020 9 comments
Machine Learning on Graphs: A Model and Comprehensive Taxonomy 328 May 11 2020 May 14 2020 8 comments
A neural network walks into a lab: towards using deep nets as models for human behavior 226 May 09 2020 May 25 2020 10 comments
Prescribed Generative Adversarial Networks 532 May 09 2020 Nov 03 2019 21 comments
A Metric Learning Reality Check 958 May 07 2020 May 11 2020 34 comments
We Know What They’ve Been Put Through: Revisiting High-scalability Blockchain Transactions 279 May 07 2020 May 13 2020 33 comments
The Newspaper Navigator Dataset: Extracting And Analyzing Visual Content from 16 Million Historic Newspaper Pages in Chronicling America 206 May 05 2020 May 21 2020 13 comments
Open Graph Benchmark: Datasets for Machine Learning on Graphs 332 May 05 2020 Jun 18 2020 10 comments
SYNTHESIZER: Rethinking Self-Attention in Transformer Models 325 May 05 2020 May 08 2020 9 comments
Offline Reinforcement Learning: Tutorial, Review, and Perspectives on Open Problems 185 May 05 2020 Jul 15 2020 5 comments
TTNet: Real-time temporal and spatial video analysis of table tennis 926 May 03 2020 May 07 2020 29 comments
Investigating Transferability in Pretrained Language Models 171 May 02 2020 5 comments
TLDR: Extreme Summarization of Scientific Documents 232 May 01 2020 May 15 2020 10 comments
Zero-shot Entity Linking with Dense Entity Retrieval 173 May 01 2020 2 comments
Explainable Deep Learning: A Field Guide for the Uninitiated 571 May 01 2020 May 03 2020 15 comments
CNN EXPLAINER: Learning Convolutional Neural Networks with Interactive Visualization 501 May 01 2020 May 04 2020 13 comments
Consistent Video Depth Estimation 944 May 01 2020 May 02 2020 17 comments
Reinforcement Learning with Augmented Data 181 May 01 2020 7 comments
The AI Economist: Improving Equality and Productivity with AI-Driven Tax Policies 1269 Apr 29 2020 May 01 2020 37 comments
ONCE-FOR-ALL: TRAIN ONE NETWORK AND SPECIALIZE IT FOR EFFICIENT DEPLOYMENT 169 Apr 29 2020 5 comments
Recipes for building an open-domain chatbot 610 Apr 29 2020 May 05 2020 28 comments
Image Augmentation Is All You Need: Regularizing Deep Reinforcement Learning from Pixels 412 Apr 29 2020 May 06 2020 22 comments
Magic: The Gathering is Turing Complete 663 Apr 28 2020 May 26 2019 56 comments
Paxos vs Raft: Have we reached consensus on distributed consensus? 395 Apr 27 2020 Apr 29 2020 10 comments
NASA Neural Articulated Shape Approximation 348 Apr 24 2020 Apr 28 2020 8 comments
Supervised Contrastive Learning 318 Apr 24 2020 May 10 2020 13 comments
YOLOv4: Optimal Speed and Accuracy of Object Detection 794 Apr 24 2020 Apr 26 2020 17 comments
Chip Placement with Deep Reinforcement Learning 658 Apr 23 2020 Apr 25 2020 23 comments
Training with Quantization Noise for Extreme Model Compression 173 Apr 23 2020 6 comments
Non-Autoregressive Machine Translation with Latent Alignments 178 Apr 23 2020 4 comments
Imputer: Sequence Modelling via Imputation and Dynamic Programming 179 Apr 23 2020 7 comments
Unpaired Photo-to-manga Translation Based on The Methodology of Manga Drawing 2266 Apr 23 2020 Apr 24 2020 3 comments
Adversarial Latent Autoencoders 358 Apr 22 2020 Apr 27 2020 8 comments
Experience Grounds Language 226 Apr 22 2020 May 16 2020 13 comments
MASAKHANE - MACHINE TRANSLATION FOR AFRICA 248 Apr 21 2020 Apr 30 2020 14 comments
How recurrent networks implement contextual processing in sentiment analysis 382 Apr 20 2020 Apr 23 2020 13 comments
Do We Need Zero Training Loss A‰er Achieving Zero Training Error? 443 Apr 20 2020 Apr 22 2020 6 comments
YuruGAN: Yuru-Chara Mascot Generator Using Generative Adversarial Networks With Clustering Small Dataset 202 Apr 20 2020 May 18 2020 1 comments
The A-Z of the PhD Trajectory 329 Apr 20 2020 May 09 2020 1 comments
Shortcut Learning in Deep Neural Networks 393 Apr 17 2020 May 22 2020 15 comments
If deep learning is the answer, then what is the question? 279 Apr 17 2020 Apr 21 2020 9 comments
Why Do Line Drawings Work? A Realism Hypothesis 360 Apr 17 2020 Apr 19 2020 2 comments
Toward Trustworthy AI Development: Mechanisms for Supporting Verifiable Claims 267 Apr 16 2020 Apr 20 2020 30 comments
At the Interface of Algebra and Statistics 651 Apr 14 2020 Apr 15 2020 21 comments
XTREME: A Massively Multilingual Multi-task Benchmark for Evaluating Cross-lingual Generalization 418 Apr 13 2020 Apr 16 2020 17 comments
Longformer: The Long-Document Transformer 238 Apr 13 2020 May 12 2020 10 comments
LEARNING TO EXPLORE USING ACTIVE NEURAL SLAM 242 Apr 13 2020 Apr 18 2020 4 comments
V0LTpwn: Attacking x86 Processor Integrity from Software 179 Apr 12 2020 8 comments
Improved Price Oracles: Constant Function Market Makers 322 Apr 12 2020 Apr 17 2020 13 comments
ARCH: Animatable Reconstruction of Clothed Humans 187 Apr 10 2020 Jul 09 2020 3 comments
State of the Art on Neural Rendering 239 Apr 09 2020 May 17 2020 10 comments
CURL: Contrastive Unsupervised Representations for Reinforcement Learning 369 Apr 09 2020 Apr 11 2020 13 comments
AutoAugment: Learning Augmentation Strategies from Data 183 Apr 08 2020 4 comments
Fine-Tuning Pretrained Language Models: Weight Initializations, Data Orders, and Early Stopping 463 Apr 08 2020 Feb 25 2020 21 comments
Evolving Normalization-Activation Layers 659 Apr 08 2020 Apr 09 2020 18 comments
Evaluating NLP Models via Contrast Sets 197 Apr 07 2020 May 27 2020 4 comments
Self-Supervised Scene De-occlusion 417 Apr 07 2020 Apr 08 2020 6 comments
Learning to See Through Obstructions 219 Apr 07 2020 Apr 12 2020 7 comments
GANSpace: Discovering Interpretable GAN Controls 256 Apr 07 2020 Apr 10 2020 6 comments
Suphx: Mastering Mahjong with Deep Reinforcement Learning 354 Apr 05 2020 Apr 07 2020 4 comments
ARCHITECTURE FOR A MULTILINGUAL WIKIPEDIA 178 Apr 01 2020 4 comments
How to do Research At the MIT AI Lab 251 Apr 01 2020 Apr 03 2020 6 comments
Modeling 3D Shapes by Reinforcement Learning 205 Mar 30 2020 Apr 02 2020 5 comments
A Survey of Deep Learning for Scientific Discovery 709 Mar 27 2020 Mar 29 2020 29 comments
Elle: Inferring Isolation Anomalies from Experimental Observations 266 Mar 25 2020 Mar 28 2020 7 comments
Meta Pseudo Labels 229 Mar 25 2020 Mar 30 2020 4 comments
Neural Networks are Surprisingly Modular 228 Mar 22 2020 Mar 24 2020 6 comments
Enhanced POET: Open-Ended Reinforcement Learning through Unbounded Invention of Learning Challenges and their Solutions 322 Mar 20 2020 Mar 27 2020 27 comments
NeRF: Representing Scenes as Neural Radiance Fields for View Synthesis 1606 Mar 20 2020 Mar 22 2020 17 comments
Pre-trained Models for Natural Language Processing: A Survey 274 Mar 19 2020 Apr 04 2020 10 comments
Neuroevolution of Self-Interpretable Agents 500 Mar 19 2020 Mar 20 2020 12 comments
Burst Denoising of Dark Images 298 Mar 18 2020 Mar 19 2020 2 comments
Rethinking the maturity of artificial intelligence in safety-critical settings 264 Mar 15 2020 Feb 15 2020 31 comments
Serverless in the Wild: Characterizing and Optimizing the Serverless Workload at a Large Cloud Provider 179 Mar 14 2020 13 comments
NEURAL TANGENTS: FAST AND EASY INFINITE NEURAL NETWORKS IN PYTHON 521 Mar 13 2020 Dec 24 2019 10 comments
Tensor Programs I: Wide Feedforward or Recurrent Neural Networks of Any Architecture are Gaussian Processes 841 Mar 13 2020 Dec 07 2019 19 comments
WELL-READ STUDENTS LEARN BETTER: ON THE IMPORTANCE OF PRE-TRAINING COMPACT MODELS 413 Mar 11 2020 Mar 18 2020 12 comments
LAGRANGIAN NEURAL NETWORKS 371 Mar 11 2020 Mar 17 2020 12 comments
AutoML-Zero: Evolving Machine Learning Algorithms From Scratch 1736 Mar 10 2020 Mar 14 2020 46 comments
Learning to Simulate Complex Physics with Graph Networks 1002 Mar 10 2020 Mar 15 2020 20 comments
The importance of transparency and reproducibility in artificial intelligence research 398 Mar 10 2020 Mar 16 2020 33 comments
StyleGAN2 Distillation for Feed-forward Image Manipulation 459 Mar 10 2020 Mar 12 2020 9 comments
TensorFlow Quantum: A Software Framework for Quantum Machine Learning 340 Mar 09 2020 Mar 13 2020 20 comments
SLIDE : IN DEFENSE OF SMART ALGORITHMS OVER HARDWARE ACCELERATION FOR LARGE-SCALE DEEP LEARNING SYSTEMS 230 Mar 07 2020 Mar 10 2020 15 comments
SYSTEMATIC OVERESTIMATION OF MACHINE LEARNING PERFORMANCE IN NEUROIMAGING STUDIES OF DEPRESSION 272 Mar 06 2020 Mar 11 2020 12 comments
Knowledge Graphs 342 Mar 06 2020 Mar 08 2020 26 comments
Train Large, Then Compress: Rethinking Model Size for Efficient Training and Inference of Transformers 544 Mar 05 2020 Mar 07 2020 13 comments
Rethinking Parameter Counting in Deep Models: Effective Dimensionality Revisited 179 Mar 05 2020 9 comments
CutMix: Regularization Strategy to Train Strong Classifiers with Localizable Features 129 Mar 05 2020 Jul 29 2019 6 comments
Augmented Cyclic Consistency Regularization for Unpaired Image-to-Image Translation 274 Mar 03 2020 Mar 04 2020 0 comments
Benchmarking Graph Neural Networks 363 Mar 03 2020 Mar 05 2020 10 comments
A Free-Energy Principle for Representation Learning 221 Mar 02 2020 Apr 13 2020 3 comments
Adversarial Deepfakes: Evaluating Vulnerability of Deepfake Detectors to Adversarial Examples 192 Mar 02 2020 Jun 12 2020 9 comments
Generalizing Convolutional Neural Networks for Equivariance to Lie Groups on Arbitrary Continuous Data 182 Mar 02 2020 11 comments
Learning to Shade Hand-drawn Sketches 400 Feb 29 2020 Mar 03 2020 3 comments
A Primer in BERTology: What we know about how BERT works 898 Feb 28 2020 Mar 01 2020 22 comments
PolyGen: An Autoregressive Generative Model of 3D Meshes 517 Feb 26 2020 Feb 28 2020 13 comments
MLIR: A Compiler Infrastructure for the End of Moore’s Law 204 Feb 26 2020 Mar 25 2020 13 comments
Batch Normalization Biases Deep Residual Networks Towards Shallow Paths 282 Feb 25 2020 Feb 27 2020 9 comments
Learning to Continually Learn 294 Feb 25 2020 Mar 02 2020 10 comments
The Open Images Dataset V4 176 Feb 25 2020 4 comments
Unsupervised Question Decomposition for Question Answering 175 Feb 25 2020 5 comments
Fast Differentiable Sorting and Ranking 390 Feb 21 2020 Feb 26 2020 15 comments
MonoLayout: Amodal scene layout from a single image 180 Feb 21 2020 5 comments
KaoKore: A Pre-modern Japanese Art Facial Expression Dataset 247 Feb 21 2020 Apr 14 2020 4 comments
Bayesian Deep Learning and a Probabilistic Perspective of Generalization 525 Feb 21 2020 Feb 22 2020 18 comments
Reliance on Metrics is a Fundamental Challenge for AI 194 Feb 21 2020 Jun 03 2020 13 comments
PointRend: Image Segmentation as Rendering 199 Feb 20 2020 Apr 01 2020 11 comments
Deep Learning for Financial Applications : A Survey 221 Feb 18 2020 Mar 21 2020 2 comments
Deep learning of dynamical attractors from time series measurements 306 Feb 17 2020 Feb 19 2020 6 comments
WeatherBench: A benchmark dataset for data-driven weather forecasting 273 Feb 17 2020 Feb 20 2020 7 comments
The Next Decade in AI: Four Steps Towards Robust Artificial Intelligence 1149 Feb 17 2020 Feb 18 2020 87 comments
GANILLA: Generative Adversarial Networks for Image to Illustration Translation 243 Feb 16 2020 Feb 23 2020 5 comments
The Surprising Creativity of Digital Evolution: A Collection of Anecdotes from the Evolutionary Computation and Artificial Life Research Communities 290 Feb 15 2020 Aug 22 2019 20 comments
A Simple Framework for Contrastive Learning of Visual Representations 1457 Feb 14 2020 Feb 16 2020 23 comments
Representation Learning with Contrastive Predictive Coding 275 Feb 14 2020 Feb 17 2020 8 comments
Multi-task Self-Supervised Visual Learning 248 Feb 14 2020 Feb 21 2020 5 comments
Up to two billion times acceleration of scientific simulations with deep neural architecture search 244 Feb 13 2020 Feb 24 2020 14 comments
fastai: A Layered API for Deep Learning 215 Feb 13 2020 Feb 29 2020 14 comments
Machine Learning in Python: Main developments and technology trends in data science, machine learning, and artificial intelligence 575 Feb 13 2020 Feb 14 2020 23 comments
SketchTransfer: A Challenging New Task for Exploring Detail-Invariance and the Abstractions Learned by Deep Networks 199 Feb 12 2020 Mar 23 2020 6 comments
Wearable Microphone Jamming 407 Feb 11 2020 Feb 12 2020 12 comments
Breaking the Curse of Dimensionality with Convex Neural Networks 171 Feb 08 2020 2 comments
An introduction to state-space modeling of ecological time series 303 Feb 07 2020 Feb 10 2020 14 comments
How Good is the Bayes Posterior in Deep Neural Networks Really? 412 Feb 07 2020 Feb 09 2020 15 comments
Proving the Lottery Ticket Hypothesis: Pruning is All You Need 269 Feb 05 2020 Mar 09 2020 5 comments
Generating Long Sequences with Sparse Transformers 39 Feb 04 2020 5 comments
Towards a Human-like Open-Domain Chatbot 1959 Jan 28 2020 Jan 30 2020 52 comments
“The Human Body is a Black Box”: Supporting Clinical Decision-Making with Deep Learning 198 Jan 28 2020 Mar 31 2020 16 comments
PCGRL: Procedural Content Generation via Reinforcement Learning 199 Jan 28 2020 Apr 05 2020 11 comments
ALBERTO: Italian BERT Language Understanding Model for NLP Challenging Tasks Based on Tweets 198 Jan 27 2020 Feb 06 2020 3 comments
CamemBERT: a Tasty French Language Model 223 Jan 27 2020 Feb 04 2020 4 comments
RobBERT: a Dutch RoBERTa-based Language Model 244 Jan 27 2020 Feb 02 2020 7 comments
FlauBERT: Unsupervised Language Model Pre-training for French 352 Jan 27 2020 Jan 29 2020 15 comments
On the Continuity of Rotation Representations in Neural Networks 251 Jan 26 2020 Feb 01 2020 4 comments
Multilingual Denoising Pre-training for Neural Machine Translation 549 Jan 24 2020 Jan 28 2020 13 comments
FAST IS BETTER THAN FREE: REVISITING ADVERSARIAL TRAINING 214 Jan 24 2020 Feb 05 2020 4 comments
Towards Robust Monocular Depth Estimation: Mixing Datasets for Zero-shot Cross-dataset Transfer 206 Jan 24 2020 Jun 11 2020 8 comments
Q-LEARNING IN ENORMOUS ACTION SPACES VIA AMORTIZED APPROXIMATE MAXIMIZATION 425 Jan 23 2020 Jan 25 2020 7 comments
FixMatch: Simplifying Semi-Supervised Learning with Consistency and Confidence 765 Jan 22 2020 Jan 24 2020 15 comments
Convolutional Neural Networks as a Model of the Visual System: Past, Present, and Future 247 Jan 22 2020 Jan 31 2020 4 comments
Compounding the Performance Improvements of Assembled Techniques in a Convolutional Neural Network 310 Jan 21 2020 Jan 26 2020 11 comments
Overly Optimistic Prediction Results on Imbalanced Data: Flaws and Benefits of Applying Over-sampling 254 Jan 20 2020 Jan 23 2020 9 comments
Sideways: Depth-Parallel Training of Video Models 424 Jan 20 2020 Jan 22 2020 8 comments
DeepStereo: Learning to Predict New Views from the World’s Imagery 304 Jan 18 2020 Jan 21 2020 7 comments
Machine Learning for Precipitation Nowcasting from Radar Images 219 Jan 16 2020 Jan 19 2020 3 comments
Robot Rights? Let’s Talk about Human Welfare Instead 877 Jan 16 2020 Jan 18 2020 73 comments
SMOOTH MARKETS: A BASIC MECHANISM FOR ORGANIZING GRADIENT-BASED LEARNERS 177 Jan 16 2020 2 comments
Neural Data Server: A Large-Scale Search Engine for Transfer Learning Data 249 Jan 11 2020 Jan 17 2020 10 comments
ON THE RELATIONSHIP BETWEEN SELF-ATTENTION AND CONVOLUTIONAL LAYERS 428 Jan 10 2020 Jan 16 2020 6 comments
What Does BERT Look At? An Analysis of BERT’s Attention 464 Jan 10 2020 Jun 24 2019 15 comments
Scalable Gradients for Stochastic Differential Equations 265 Jan 09 2020 Jan 11 2020 6 comments
Explainable Artificial Intelligence (XAI): Concepts, Taxonomies, Opportunities and Challenges toward Responsible AI 184 Jan 08 2020 Feb 13 2020 3 comments
The Measure of Intelligence 2697 Jan 05 2020 Nov 08 2019 78 comments
A Modern Introduction to Online Learning 332 Jan 01 2020 Jan 03 2020 17 comments
Vid2Game: Controllable Characters Extracted from Real-World Videos 173 Dec 27 2019 5 comments
On the Decentralized Generation of the RSA Moduli in Multi-Party Settings 208 Dec 26 2019 Dec 30 2019 7 comments
The Liar’s Walk Detecting Deception with Gait and Gesture 623 Dec 19 2019 Dec 21 2019 41 comments
Advances and Open Problems in Federated Learning 265 Dec 17 2019 Dec 23 2019 9 comments
Common Voice: A Massively-Multilingual Speech Corpus 372 Dec 17 2019 Dec 20 2019 26 comments
Extending Machine Language Models toward Human-Level Language Understanding 481 Dec 16 2019 Dec 19 2019 15 comments
Roles for Computing in Social Change 238 Dec 12 2019 Feb 03 2020 18 comments
Analyzing and Improving the Image Quality of StyleGAN 750 Dec 12 2019 Dec 14 2019 28 comments
Achieving Robustness in the Wild via Adversarial Mixing with Disentangled Representations 216 Dec 12 2019 Dec 26 2019 5 comments
ALBERT: A LITE BERT FOR SELF-SUPERVISED LEARNING OF LANGUAGE REPRESENTATIONS 243 Dec 11 2019 Dec 27 2019 20 comments
Geometric Capsule Autoencoders for 3D Point Clouds 201 Dec 11 2019 Jan 08 2020 7 comments
Self-Supervised Learning of Pretext-Invariant Representations 466 Dec 10 2019 Dec 12 2019 6 comments
Momentum Contrast for Unsupervised Visual Representation Learning 624 Dec 10 2019 Nov 27 2019 16 comments
YOUR CLASSIFIER IS SECRETLY AN ENERGY BASED MODEL AND YOU SHOULD TREAT IT LIKE ONE 591 Dec 09 2019 Dec 11 2019 21 comments
Training Agents using Upside-Down Reinforcement Learning 191 Dec 09 2019 Jan 10 2020 5 comments
PyTorch: An Imperative Style, High-Performance Deep Learning Library 712 Dec 06 2019 Dec 09 2019 15 comments
Normalizing Flows for Probabilistic Modeling and Inference 604 Dec 06 2019 Dec 08 2019 18 comments
Reconciling modern machine learning and the bias-variance trade-off 1121 Dec 05 2019 Aug 28 2019 28 comments
StarGAN v2: Diverse Image Synthesis for Multiple Domains 342 Dec 05 2019 Dec 10 2019 5 comments
DREAM TO CONTROL: LEARNING BEHAVIORS BY LATENT IMAGINATION 216 Dec 04 2019 Jan 12 2020 8 comments
LOGAN: LATENT OPTIMISATION FOR GENERATIVE ADVERSARIAL NETWORKS 469 Dec 03 2019 Dec 06 2019 9 comments
What’s Hidden in a Randomly Weighted Neural Network? 625 Dec 02 2019 Dec 05 2019 25 comments
GitHub Typo Corpus: A Large-Scale Multilingual Dataset of Misspellings and Grammatical Errors 243 Dec 02 2019 Dec 13 2019 9 comments
TABFACT: A LARGE-SCALE DATASET FOR TABLEBASED FACT VERIFICATION 176 Dec 01 2019 5 comments
CONTRASTIVE LEARNING OF STRUCTURED WORLD MODELS 413 Nov 28 2019 Dec 22 2019 15 comments
Single Headed Attention RNN: Stop Thinking With Your Head 1139 Nov 27 2019 Nov 28 2019 53 comments
Rigging the Lottery: Making All Tickets Winners 326 Nov 26 2019 Dec 01 2019 16 comments
Fast Sparse ConvNets 297 Nov 26 2019 Dec 02 2019 6 comments
CAUSALITY FOR MACHINE LEARNING 695 Nov 26 2019 Nov 29 2019 26 comments
Adversarial Examples Improve Image Recognition 355 Nov 25 2019 Nov 30 2019 6 comments
Automatically Neutralizing Subjective Bias in Text 224 Nov 25 2019 Mar 06 2020 14 comments
DEEP NEUROETHOLOGY OF A VIRTUAL RODENT 278 Nov 22 2019 Dec 17 2019 14 comments
Generating Interactive Worlds with Text 186 Nov 22 2019 Jan 15 2020 8 comments
Continual Unsupervised Representation Learning 452 Nov 22 2019 Nov 25 2019 8 comments
Model Cards for Model Reporting 481 Nov 21 2019 Dec 03 2019 25 comments
Mastering Atari, Go, Chess and Shogi by Planning with a Learned Model 872 Nov 21 2019 Nov 23 2019 33 comments
Building Fast Fuzzers 233 Nov 20 2019 Dec 04 2019 12 comments
The Deep Learning Revolution and Its Implications for Computer Architecture and Chip Design 5783 Nov 20 2019 Nov 26 2019 18 comments
RandAugment: Practical automated data augmentation with a reduced search space 358 Nov 19 2019 Nov 22 2019 12 comments
Do Massively Pretrained Language Models Make Better Storytellers? 217 Nov 18 2019 Dec 18 2019 7 comments
Learning From Brains How to Regularize Machines 276 Nov 14 2019 Nov 19 2019 11 comments
Making an Invisibility Cloak: Real World Adversarial Attacks on Object Detectors 402 Nov 13 2019 Nov 04 2019 6 comments
Kaolin: A PyTorch Library for Accelerating 3D Deep Learning Research 265 Nov 13 2019 Nov 18 2019 14 comments
TPM-FAIL: TPM meets Timing and Lattice Attacks 281 Nov 12 2019 Nov 17 2019 6 comments
Self-training with Noisy Student improves ImageNet classification 1568 Nov 12 2019 Nov 16 2019 42 comments
Visual Concepts and Compositional Voting 226 Nov 10 2019 Nov 12 2019 0 comments
Probabilistic Forecasting with Temporal Convolutional Neural Network 187 Nov 08 2019 Jan 09 2020 6 comments
Deep and Confident Prediction for Time Series at Uber 182 Nov 08 2019 Jan 13 2020 4 comments
Unsupervised Cross-lingual Representation Learning at Scale 399 Nov 07 2019 Nov 11 2019 19 comments
How can we fool LIME and SHAP? Adversarial Attacks on Post hoc Explanation Methods 230 Nov 07 2019 Jan 06 2020 26 comments
Generalization of Reinforcement Learners with Working and Episodic Memory 298 Nov 04 2019 Dec 15 2019 8 comments
Evading Real-Time Person Detectors by Adversarial T-shirt 419 Nov 04 2019 Nov 06 2019 29 comments
Q8BERT: Quantized 8Bit BERT 240 Nov 03 2019 Nov 09 2019 11 comments
Learning Transferable Graph Exploration 260 Nov 01 2019 Nov 07 2019 5 comments
REGAL: Transfer Learning For Fast Optimization of Computation Graphs 44 Nov 01 2019 3 comments
Adversarial NLI: A New Benchmark for Natural Language Understanding 287 Nov 01 2019 Nov 05 2019 13 comments
Learning to Predict Without Looking Ahead: World Models Without Forward Prediction 535 Oct 30 2019 Oct 31 2019 19 comments
Evaluating the Factual Consistency of Abstractive Text Summarization 317 Oct 29 2019 Nov 02 2019 8 comments
SinGAN: Learning a Generative Model from a Single Natural Image 193 Oct 29 2019 Jan 01 2020 8 comments
Differentiable Convex Optimization Layers 313 Oct 28 2019 Oct 30 2019 6 comments
On the Cross-lingual Transferability of Monolingual Representations 201 Oct 28 2019 Apr 06 2020 9 comments
DIFFTAICHI: DIFFERENTIABLE PROGRAMMING FOR PHYSICAL SIMULATION 219 Oct 28 2019 Jan 07 2020 4 comments
Answering Complex Open-domain Questions Through Iterative Query Generation 127 Oct 27 2019 3 comments
Newton vs the machine: solving the chaotic three-body problem using deep neural networks 922 Oct 26 2019 Oct 29 2019 17 comments
Dex: array programming with typed indices 121 Oct 26 2019 4 comments
Troubleshooting Deep Neural Networks 700 Oct 26 2019 Nov 01 2019 4 comments
RoboNet: Large-Scale Multi-Robot Learning 225 Oct 25 2019 Nov 10 2019 4 comments
Machine Learning for Scent: Learning Generalizable Perceptual Representations of Small Molecules 224 Oct 24 2019 Nov 21 2019 13 comments
Episodic Memory in Lifelong Language Learning 541 Oct 24 2019 Sep 15 2019 9 comments
∇SLAM: Dense SLAM meets Automatic Differentiation 195 Oct 24 2019 Feb 07 2020 8 comments
REAL-TIME VISUAL NAVIGATION IN HUGE IMAGE SETS USING SIMILARITY GRAPHS 155 Oct 24 2019 9 comments
Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer 899 Oct 24 2019 Oct 26 2019 33 comments
MultiFiT: Efficient Multi-lingual Language Model Fine-tuning 514 Oct 22 2019 Oct 24 2019 9 comments
Improved Sample Complexities for Deep Networks and Robust Classification via an All-Layer Margin 178 Oct 21 2019 Feb 08 2020 5 comments
On the Utility of Learning about Humans for Human-AI Coordination 174 Oct 21 2019 6 comments
SCIKIT-MOBILITY: A PYTHON LIBRARY FOR THE ANALYSIS, GENERATION AND RISK ASSESSMENT OF MOBILITY DATA 122 Oct 21 2019 7 comments
RTFM: GENERALISING TO NOVEL ENVIRONMENT DYNAMICS VIA READING 213 Oct 21 2019 Mar 26 2020 18 comments
META-LEARNING DEEP ENERGY-BASED MEMORY MODELS 353 Oct 21 2019 Oct 23 2019 8 comments
Hijacking Routes in Payment Channel Networks: A Predictability Tradeoff 307 Oct 21 2019 Oct 11 2019 15 comments
Tiny Video Networks 99 Oct 17 2019 3 comments
MLQA: Evaluating Cross-lingual Extractive Question Answering 149 Oct 17 2019 6 comments
THE VISUAL TASK ADAPTATION BENCHMARK 130 Oct 17 2019 11 comments
Animating Landscape: Self-Supervised Learning of Decoupled Motion and Appearance for Single-Image Video Synthesis 268 Oct 17 2019 Oct 27 2019 5 comments
Graph Neural Tangent Kernel: Fusing Graph Neural Networks with Graph Kernels 136 Oct 16 2019 6 comments
BOTORCH: PROGRAMMABLE BAYESIAN OPTIMIZATION IN PYTORCH 357 Oct 16 2019 Oct 18 2019 12 comments
Connections between Support Vector Machines, Wasserstein distance and gradient-penalty GANs 607 Oct 16 2019 Oct 22 2019 20 comments
STABILIZING TRANSFORMERS FOR REINFORCEMENT LEARNING 351 Oct 16 2019 Oct 19 2019 10 comments
ON EMPIRICAL COMPARISONS OF OPTIMIZERS FOR DEEP LEARNING 268 Oct 15 2019 Oct 25 2019 6 comments
EXBERT: A Visual Analysis Tool to Explore Learned Representations in Transformers Models 475 Oct 14 2019 Oct 17 2019 14 comments
LEARNING NEURAL CAUSAL MODELS FROM UNKNOWN INTERVENTIONS 251 Oct 14 2019 Jan 02 2020 17 comments
Hidden Stratification Causes Clinically Meaningful Failures in Machine Learning for Medical Imaging 271 Oct 14 2019 Oct 20 2019 14 comments
Mish: A Self Regularized Non-Monotonic Neural Activation Function 238 Oct 14 2019 Oct 21 2019 4 comments
Transformers: State-of-the-art Natural Language Processing 400 Oct 10 2019 Oct 14 2019 18 comments
TorchBeast: A PyTorch Platform for Distributed RL 207 Oct 09 2019 Oct 16 2019 6 comments
Cubic Stylization 202 Oct 08 2019 Nov 15 2019 6 comments
Harnessing the Power of Infinitely Wide Deep Nets on Small-data Tasks 276 Oct 07 2019 Oct 10 2019 6 comments
GENERALIZED INNER LOOP META-LEARNING 230 Oct 07 2019 Oct 13 2019 7 comments
Invisible Mask: Practical Attacks on Face Recognition with Infrared 208 Oct 04 2019 Jan 04 2020 6 comments
EXASCALE DEEP LEARNING FOR SCIENTIFIC INVERSE PROBLEMS 331 Oct 03 2019 Oct 08 2019 19 comments
Efficient Graph Generation with Graph Recurrent Attention Networks 235 Oct 03 2019 Oct 15 2019 8 comments
DistilBERT, a distilled version of BERT: smaller, faster, cheaper and lighter 176 Oct 03 2019 9 comments
Task-Relevant Adversarial Imitation Learning 196 Oct 03 2019 Dec 28 2019 7 comments
Hidden Trigger Backdoor Attacks 585 Oct 02 2019 Oct 07 2019 1 comments
Hamiltonian Graph Networks with ODE Integrators 218 Oct 01 2019 Nov 13 2019 10 comments
Read, Attend and Comment: A Deep Architecture for Automatic News Comment Generation 976 Sep 30 2019 Oct 02 2019 42 comments
How to factor 2048 bit RSA integers in 8 hours using 20 million noisy qubits 367 Sep 28 2019 Jun 16 2019 27 comments
Neural reparameterization improves structural optimization 399 Sep 28 2019 Oct 03 2019 13 comments
EXTREME LANGUAGE MODEL COMPRESSION WITH OPTIMAL SUBWORDS AND SHARED PROJECTIONS 311 Sep 28 2019 Oct 01 2019 7 comments
A Framework for Data-Driven Robotics 237 Sep 27 2019 Oct 09 2019 7 comments
Liquid Warping GAN: A Unified Framework for Human Motion Imitation, Appearance Transfer and Novel View Synthesis 454 Sep 27 2019 Sep 30 2019 5 comments
DEEP LEARNING FOR SYMBOLIC MATHEMATICS 692 Sep 26 2019 Sep 28 2019 15 comments
Language Models as Knowledge Bases? 705 Sep 26 2019 Sep 06 2019 26 comments
HIGH FIDELITY SPEECH SYNTHESIS WITH ADVERSARIAL NETWORKS 473 Sep 26 2019 Sep 29 2019 6 comments
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