Papers of the day   All papers

All computer science papers

Title Popularity Found Paper of the day Comments
Modeling 3D Shapes by Reinforcement Learning 189 Mar 30 2020 Apr 02 2020 5 comments
A Survey of Deep Learning for Scientific Discovery 588 Mar 27 2020 Mar 29 2020 23 comments
Elle: Inferring Isolation Anomalies from Experimental Observations 256 Mar 25 2020 Mar 28 2020 7 comments
Meta Pseudo Labels 222 Mar 25 2020 Mar 30 2020 4 comments
Neural Networks are Surprisingly Modular 227 Mar 22 2020 Mar 24 2020 6 comments
Enhanced POET: Open-Ended Reinforcement Learning through Unbounded Invention of Learning Challenges and their Solutions 197 Mar 20 2020 Mar 27 2020 13 comments
NeRF: Representing Scenes as Neural Radiance Fields for View Synthesis 1476 Mar 20 2020 Mar 22 2020 15 comments
Pre-trained Models for Natural Language Processing: A Survey 184 Mar 19 2020 7 comments
Neuroevolution of Self-Interpretable Agents 444 Mar 19 2020 Mar 20 2020 11 comments
Burst Denoising of Dark Images 281 Mar 18 2020 Mar 19 2020 1 comments
Rethinking the maturity of artificial intelligence in safety-critical settings 254 Mar 15 2020 Feb 15 2020 29 comments
NEURAL TANGENTS: FAST AND EASY INFINITE NEURAL NETWORKS IN PYTHON 497 Mar 13 2020 Dec 24 2019 9 comments
Tensor Programs I: Wide Feedforward or Recurrent Neural Networks of Any Architecture are Gaussian Processes 781 Mar 13 2020 Dec 07 2019 16 comments
WELL-READ STUDENTS LEARN BETTER: ON THE IMPORTANCE OF PRE-TRAINING COMPACT MODELS 412 Mar 11 2020 Mar 18 2020 12 comments
LAGRANGIAN NEURAL NETWORKS 335 Mar 11 2020 Mar 17 2020 8 comments
AutoML-Zero: Evolving Machine Learning Algorithms From Scratch 1117 Mar 10 2020 Mar 14 2020 24 comments
Learning to Simulate Complex Physics with Graph Networks 823 Mar 10 2020 Mar 15 2020 14 comments
The importance of transparency and reproducibility in artificial intelligence research 391 Mar 10 2020 Mar 16 2020 32 comments
StyleGAN2 Distillation for Feed-forward Image Manipulation 447 Mar 10 2020 Mar 12 2020 9 comments
TensorFlow Quantum: A Software Framework for Quantum Machine Learning 257 Mar 09 2020 Mar 13 2020 15 comments
SLIDE : IN DEFENSE OF SMART ALGORITHMS OVER HARDWARE ACCELERATION FOR LARGE-SCALE DEEP LEARNING SYSTEMS 226 Mar 07 2020 Mar 10 2020 14 comments
SYSTEMATIC OVERESTIMATION OF MACHINE LEARNING PERFORMANCE IN NEUROIMAGING STUDIES OF DEPRESSION 270 Mar 06 2020 Mar 11 2020 12 comments
Knowledge Graphs 325 Mar 06 2020 Mar 08 2020 24 comments
Train Large, Then Compress: Rethinking Model Size for Efficient Training and Inference of Transformers 494 Mar 05 2020 Mar 07 2020 12 comments
CutMix: Regularization Strategy to Train Strong Classifiers with Localizable Features 119 Mar 05 2020 Jul 29 2019 6 comments
Augmented Cyclic Consistency Regularization for Unpaired Image-to-Image Translation 272 Mar 03 2020 Mar 04 2020 0 comments
Benchmarking Graph Neural Networks 285 Mar 03 2020 Mar 05 2020 8 comments
Learning to Shade Hand-drawn Sketches 370 Feb 29 2020 Mar 03 2020 3 comments
A Primer in BERTology: What we know about how BERT works 870 Feb 28 2020 Mar 01 2020 19 comments
PolyGen: An Autoregressive Generative Model of 3D Meshes 506 Feb 26 2020 Feb 28 2020 12 comments
MLIR: A Compiler Infrastructure for the End of Moore’s Law 198 Feb 26 2020 Mar 25 2020 12 comments
Batch Normalization Biases Deep Residual Networks Towards Shallow Paths 274 Feb 25 2020 Feb 27 2020 8 comments
Learning to Continually Learn 256 Feb 25 2020 Mar 02 2020 8 comments
The Open Images Dataset V4 176 Feb 25 2020 4 comments
Fast Differentiable Sorting and Ranking 246 Feb 21 2020 Feb 26 2020 12 comments
MonoLayout: Amodal scene layout from a single image 173 Feb 21 2020 4 comments
KaoKore: A Pre-modern Japanese Art Facial Expression Dataset 180 Feb 21 2020 3 comments
Bayesian Deep Learning and a Probabilistic Perspective of Generalization 405 Feb 21 2020 Feb 22 2020 10 comments
Reliance on Metrics is a Fundamental Challenge for AI 179 Feb 21 2020 11 comments
PointRend: Image Segmentation as Rendering 191 Feb 20 2020 Apr 01 2020 10 comments
Fine-Tuning Pretrained Language Models: Weight Initializations, Data Orders, and Early Stopping 327 Feb 18 2020 Feb 25 2020 14 comments
Deep Learning for Financial Applications : A Survey 217 Feb 18 2020 Mar 21 2020 2 comments
Deep learning of dynamical attractors from time series measurements 305 Feb 17 2020 Feb 19 2020 6 comments
WeatherBench: A benchmark dataset for data-driven weather forecasting 272 Feb 17 2020 Feb 20 2020 6 comments
The Next Decade in AI: Four Steps Towards Robust Artificial Intelligence 1020 Feb 17 2020 Feb 18 2020 77 comments
GANILLA: Generative Adversarial Networks for Image to Illustration Translation 241 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 272 Feb 15 2020 Aug 22 2019 18 comments
A Simple Framework for Contrastive Learning of Visual Representations 1429 Feb 14 2020 Feb 16 2020 22 comments
Representation Learning with Contrastive Predictive Coding 265 Feb 14 2020 Feb 17 2020 7 comments
Multi-task Self-Supervised Visual Learning 246 Feb 14 2020 Feb 21 2020 5 comments
Up to two billion times acceleration of scientific simulations with deep neural architecture search 242 Feb 13 2020 Feb 24 2020 13 comments
fastai: A Layered API for Deep Learning 212 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 510 Feb 13 2020 Feb 14 2020 18 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 401 Feb 11 2020 Feb 12 2020 11 comments
Breaking the Curse of Dimensionality with Convex Neural Networks 169 Feb 08 2020 2 comments
An introduction to state-space modeling of ecological time series 300 Feb 07 2020 Feb 10 2020 14 comments
How Good is the Bayes Posterior in Deep Neural Networks Really? 410 Feb 07 2020 Feb 09 2020 15 comments
Proving the Lottery Ticket Hypothesis: Pruning is All You Need 261 Feb 05 2020 Mar 09 2020 4 comments
Generating Long Sequences with Sparse Transformers 38 Feb 04 2020 5 comments
Towards a Human-like Open-Domain Chatbot 1933 Jan 28 2020 Jan 30 2020 50 comments
“The Human Body is a Black Box”: Supporting Clinical Decision-Making with Deep Learning 187 Jan 28 2020 Mar 31 2020 15 comments
PCGRL: Procedural Content Generation via Reinforcement Learning 184 Jan 28 2020 10 comments
FlauBERT: Unsupervised Language Model Pre-training for French 349 Jan 27 2020 Jan 29 2020 15 comments
RobBERT: a Dutch RoBERTa-based Language Model 242 Jan 27 2020 Feb 02 2020 7 comments
CamemBERT: a Tasty French Language Model 209 Jan 27 2020 Feb 04 2020 4 comments
ALBERTO: Italian BERT Language Understanding Model for NLP Challenging Tasks Based on Tweets 196 Jan 27 2020 Feb 06 2020 3 comments
On the Continuity of Rotation Representations in Neural Networks 249 Jan 26 2020 Feb 01 2020 4 comments
Multilingual Denoising Pre-training for Neural Machine Translation 546 Jan 24 2020 Jan 28 2020 13 comments
FAST IS BETTER THAN FREE: REVISITING ADVERSARIAL TRAINING 200 Jan 24 2020 Feb 05 2020 3 comments
Q-LEARNING IN ENORMOUS ACTION SPACES VIA AMORTIZED APPROXIMATE MAXIMIZATION 420 Jan 23 2020 Jan 25 2020 7 comments
FixMatch: Simplifying Semi-Supervised Learning with Consistency and Confidence 756 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 308 Jan 21 2020 Jan 26 2020 10 comments
Overly Optimistic Prediction Results on Imbalanced Data: Flaws and Benefits of Applying Over-sampling 247 Jan 20 2020 Jan 23 2020 8 comments
Sideways: Depth-Parallel Training of Video Models 366 Jan 20 2020 Jan 22 2020 7 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 822 Jan 16 2020 Jan 18 2020 69 comments
SMOOTH MARKETS: A BASIC MECHANISM FOR ORGANIZING GRADIENT-BASED LEARNERS 176 Jan 16 2020 2 comments
Neural Data Server: A Large-Scale Search Engine for Transfer Learning Data 245 Jan 11 2020 Jan 17 2020 10 comments
ON THE RELATIONSHIP BETWEEN SELF-ATTENTION AND CONVOLUTIONAL LAYERS 410 Jan 10 2020 Jan 16 2020 5 comments
What Does BERT Look At? An Analysis of BERT’s Attention 463 Jan 10 2020 Jun 24 2019 15 comments
Scalable Gradients for Stochastic Differential Equations 260 Jan 09 2020 Jan 11 2020 5 comments
Explainable Artificial Intelligence (XAI): Concepts, Taxonomies, Opportunities and Challenges toward Responsible AI 178 Jan 08 2020 Feb 13 2020 3 comments
The Measure of Intelligence 2511 Jan 05 2020 Nov 08 2019 72 comments
A Modern Introduction to Online Learning 298 Jan 01 2020 Jan 03 2020 13 comments
Vid2Game: Controllable Characters Extracted from Real-World Videos 172 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 261 Dec 17 2019 Dec 23 2019 9 comments
Common Voice: A Massively-Multilingual Speech Corpus 370 Dec 17 2019 Dec 20 2019 26 comments
Extending Machine Language Models toward Human-Level Language Understanding 474 Dec 16 2019 Dec 19 2019 14 comments
Roles for Computing in Social Change 229 Dec 12 2019 Feb 03 2020 17 comments
Analyzing and Improving the Image Quality of StyleGAN 731 Dec 12 2019 Dec 14 2019 27 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 240 Dec 11 2019 Dec 27 2019 19 comments
Geometric Capsule Autoencoders for 3D Point Clouds 200 Dec 11 2019 Jan 08 2020 7 comments
Momentum Contrast for Unsupervised Visual Representation Learning 616 Dec 10 2019 Nov 27 2019 15 comments
Self-Supervised Learning of Pretext-Invariant Representations 435 Dec 10 2019 Dec 12 2019 5 comments
YOUR CLASSIFIER IS SECRETLY AN ENERGY BASED MODEL AND YOU SHOULD TREAT IT LIKE ONE 571 Dec 09 2019 Dec 11 2019 16 comments
Training Agents using Upside-Down Reinforcement Learning 189 Dec 09 2019 Jan 10 2020 5 comments
PyTorch: An Imperative Style, High-Performance Deep Learning Library 707 Dec 06 2019 Dec 09 2019 15 comments
Normalizing Flows for Probabilistic Modeling and Inference 584 Dec 06 2019 Dec 08 2019 17 comments
Reconciling modern machine learning and the bias-variance trade-off 1106 Dec 05 2019 Aug 28 2019 27 comments
StarGAN v2: Diverse Image Synthesis for Multiple Domains 328 Dec 05 2019 Dec 10 2019 5 comments
DREAM TO CONTROL: LEARNING BEHAVIORS BY LATENT IMAGINATION 214 Dec 04 2019 Jan 12 2020 8 comments
LOGAN: LATENT OPTIMISATION FOR GENERATIVE ADVERSARIAL NETWORKS 467 Dec 03 2019 Dec 06 2019 9 comments
What’s Hidden in a Randomly Weighted Neural Network? 612 Dec 02 2019 Dec 05 2019 22 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 172 Dec 01 2019 5 comments
CONTRASTIVE LEARNING OF STRUCTURED WORLD MODELS 352 Nov 28 2019 Dec 22 2019 12 comments
Single Headed Attention RNN: Stop Thinking With Your Head 1111 Nov 27 2019 Nov 28 2019 51 comments
Rigging the Lottery: Making All Tickets Winners 316 Nov 26 2019 Dec 01 2019 14 comments
Fast Sparse ConvNets 270 Nov 26 2019 Dec 02 2019 3 comments
CAUSALITY FOR MACHINE LEARNING 656 Nov 26 2019 Nov 29 2019 21 comments
Adversarial Examples Improve Image Recognition 345 Nov 25 2019 Nov 30 2019 5 comments
Automatically Neutralizing Subjective Bias in Text 224 Nov 25 2019 Mar 06 2020 14 comments
DEEP NEUROETHOLOGY OF A VIRTUAL RODENT 230 Nov 22 2019 Dec 17 2019 12 comments
Generating Interactive Worlds with Text 186 Nov 22 2019 Jan 15 2020 8 comments
Continual Unsupervised Representation Learning 447 Nov 22 2019 Nov 25 2019 8 comments
EfficientDet: Scalable and Efficient Object Detection 738 Nov 22 2019 Nov 24 2019 21 comments
Model Cards for Model Reporting 341 Nov 21 2019 Dec 03 2019 16 comments
Mastering Atari, Go, Chess and Shogi by Planning with a Learned Model 864 Nov 21 2019 Nov 23 2019 33 comments
Building Fast Fuzzers 232 Nov 20 2019 Dec 04 2019 12 comments
The Deep Learning Revolution and Its Implications for Computer Architecture and Chip Design 5741 Nov 20 2019 Nov 26 2019 18 comments
RandAugment: Practical automated data augmentation with a reduced search space 355 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 274 Nov 14 2019 Nov 19 2019 11 comments
Making an Invisibility Cloak: Real World Adversarial Attacks on Object Detectors 398 Nov 13 2019 Nov 04 2019 6 comments
Kaolin: A PyTorch Library for Accelerating 3D Deep Learning Research 263 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 1516 Nov 12 2019 Nov 16 2019 39 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 338 Nov 07 2019 Nov 11 2019 14 comments
How can we fool LIME and SHAP? Adversarial Attacks on Post hoc Explanation Methods 223 Nov 07 2019 Jan 06 2020 24 comments
Generalization of Reinforcement Learners with Working and Episodic Memory 297 Nov 04 2019 Dec 15 2019 8 comments
Evading Real-Time Person Detectors by Adversarial T-shirt 388 Nov 04 2019 Nov 06 2019 28 comments
Q8BERT: Quantized 8Bit BERT 240 Nov 03 2019 Nov 09 2019 11 comments
REGAL: Transfer Learning For Fast Optimization of Computation Graphs 44 Nov 01 2019 3 comments
Learning Transferable Graph Exploration 259 Nov 01 2019 Nov 07 2019 5 comments
Adversarial NLI: A New Benchmark for Natural Language Understanding 251 Nov 01 2019 Nov 05 2019 12 comments
Prescribed Generative Adversarial Networks 351 Oct 31 2019 Nov 03 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 310 Oct 29 2019 Nov 02 2019 8 comments
SinGAN: Learning a Generative Model from a Single Natural Image 188 Oct 29 2019 Jan 01 2020 8 comments
Differentiable Convex Optimization Layers 311 Oct 28 2019 Oct 30 2019 6 comments
On the Cross-lingual Transferability of Monolingual Representations 182 Oct 28 2019 8 comments
DIFFTAICHI: DIFFERENTIABLE PROGRAMMING FOR PHYSICAL SIMULATION 213 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 919 Oct 26 2019 Oct 29 2019 16 comments
Dex: array programming with typed indices 120 Oct 26 2019 4 comments
Troubleshooting Deep Neural Networks 696 Oct 26 2019 Nov 01 2019 4 comments
RoboNet: Large-Scale Multi-Robot Learning 224 Oct 25 2019 Nov 10 2019 4 comments
Machine Learning for Scent: Learning Generalizable Perceptual Representations of Small Molecules 223 Oct 24 2019 Nov 21 2019 13 comments
Episodic Memory in Lifelong Language Learning 536 Oct 24 2019 Sep 15 2019 9 comments
∇SLAM: Dense SLAM meets Automatic Differentiation 177 Oct 24 2019 Feb 07 2020 7 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 876 Oct 24 2019 Oct 26 2019 29 comments
MultiFiT: Efficient Multi-lingual Language Model Fine-tuning 503 Oct 22 2019 Oct 24 2019 9 comments
Improved Sample Complexities for Deep Networks and Robust Classification via an All-Layer Margin 177 Oct 21 2019 Feb 08 2020 5 comments
On the Utility of Learning about Humans for Human-AI Coordination 172 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 196 Oct 21 2019 Mar 26 2020 15 comments
META-LEARNING DEEP ENERGY-BASED MEMORY MODELS 352 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 146 Oct 17 2019 6 comments
THE VISUAL TASK ADAPTATION BENCHMARK 124 Oct 17 2019 10 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 355 Oct 16 2019 Oct 18 2019 11 comments
Connections between Support Vector Machines, Wasserstein distance and gradient-penalty GANs 593 Oct 16 2019 Oct 22 2019 19 comments
STABILIZING TRANSFORMERS FOR REINFORCEMENT LEARNING 344 Oct 16 2019 Oct 19 2019 9 comments
ON EMPIRICAL COMPARISONS OF OPTIMIZERS FOR DEEP LEARNING 262 Oct 15 2019 Oct 25 2019 6 comments
EXBERT: A Visual Analysis Tool to Explore Learned Representations in Transformers Models 468 Oct 14 2019 Oct 17 2019 13 comments
LEARNING NEURAL CAUSAL MODELS FROM UNKNOWN INTERVENTIONS 247 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 237 Oct 14 2019 Oct 21 2019 4 comments
Transformers: State-of-the-art Natural Language Processing 392 Oct 10 2019 Oct 14 2019 17 comments
TorchBeast: A PyTorch Platform for Distributed RL 202 Oct 09 2019 Oct 16 2019 5 comments
Cubic Stylization 199 Oct 08 2019 Nov 15 2019 6 comments
Harnessing the Power of Infinitely Wide Deep Nets on Small-data Tasks 274 Oct 07 2019 Oct 10 2019 6 comments
GENERALIZED INNER LOOP META-LEARNING 224 Oct 07 2019 Oct 13 2019 5 comments
Invisible Mask: Practical Attacks on Face Recognition with Infrared 206 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 233 Oct 03 2019 Oct 15 2019 8 comments
DistilBERT, a distilled version of BERT: smaller, faster, cheaper and lighter 172 Oct 03 2019 8 comments
Task-Relevant Adversarial Imitation Learning 193 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 215 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 364 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 398 Sep 27 2019 Sep 30 2019 5 comments
DEEP LEARNING FOR SYMBOLIC MATHEMATICS 687 Sep 26 2019 Sep 28 2019 15 comments
Language Models as Knowledge Bases? 703 Sep 26 2019 Sep 06 2019 26 comments
HIGH FIDELITY SPEECH SYNTHESIS WITH ADVERSARIAL NETWORKS 466 Sep 26 2019 Sep 29 2019 6 comments
HUMANGAN: GENERATIVE ADVERSARIAL NETWORK WITH HUMAN-BASED DISCRIMINATOR AND ITS EVALUATION IN SPEECH PERCEPTION MODELING 183 Sep 26 2019 Jan 27 2020 3 comments
The Curious Case of Neural Text Degeneration 88 Sep 25 2019 6 comments
Rapid Learning or Feature Reuse? Towards Understanding the Effectiveness of MAML 256 Sep 23 2019 Oct 04 2019 6 comments
MIMII DATASET: SOUND DATASET FOR MALFUNCTIONING INDUSTRIAL MACHINE INVESTIGATION AND INSPECTION 386 Sep 23 2019 Sep 27 2019 6 comments
Making the Invisible Visible: Action Recognition Through Walls and Occlusions 240 Sep 23 2019 Oct 12 2019 10 comments
Fast and Accurate Least-Mean-Squares Solvers 356 Sep 22 2019 Sep 24 2019 1 comments
Factoring Integers Using SIMD Sieves 281 Sep 20 2019 Sep 22 2019 4 comments
ESPRESSO: A FAST END-TO-END NEURAL SPEECH RECOGNITION TOOLKIT 129 Sep 20 2019 4 comments
Transfer Learning from Speaker Verification to Multispeaker Text-To-Speech Synthesis 856 Sep 18 2019 Sep 20 2019 19 comments
Overton: A Data System for Monitoring and Improving Machine-Learned Products 364 Sep 16 2019 Sep 21 2019 22 comments
The Bottom-up Evolution of Representations in the Transformer: A Study with Machine Translation and Language Modeling Objectives 339 Sep 16 2019 Sep 18 2019 8 comments
Are We Really Making Much Progress? A Worrying Analysis of Recent Neural Recommendation Approaches 479 Sep 16 2019 Jul 25 2019 44 comments
Modular Meta-Learning with Shrinkage 182 Sep 13 2019 Jan 14 2020 8 comments
A deep learning system for differential diagnosis of skin diseases 261 Sep 13 2019 Sep 17 2019 12 comments
Batch Normalization: Accelerating Deep Network Training b y Reducing Internal Covariate Shift 648 Sep 11 2019 Sep 13 2019 15 comments
Meta-World: A Benchmark and Evaluation for Multi-Task and Meta Reinforcement Learning 122 Sep 11 2019 5 comments
DeepPrivacy: A Generative Adversarial Network for Face Anonymization 339 Sep 11 2019 Sep 19 2019 11 comments
Achieving Verified Robustness to Symbol Substitutions via Interval Bound Propagation 289 Sep 11 2019 Sep 14 2019 6 comments
Meta-Learning with Implicit Gradients 229 Sep 11 2019 Sep 26 2019 6 comments
On Extractive and Abstractive Neural Document Summarization with Transformer Language Models 3358 Sep 10 2019 Sep 12 2019 47 comments
Making Efficient Use of Demonstrations to Solve Hard Exploration Problems 263 Sep 05 2019 Sep 11 2019 5 comments
EINCONV: EXPLORING UNEXPLORED TENSOR DECOMPOSITIONS FOR CONVOLUTIONAL NEURAL NETWORKS 226 Sep 03 2019 Aug 20 2019 3 comments
Progressive Face Super-Resolution via Attention to Facial Landmark 1075 Sep 02 2019 Sep 04 2019 17 comments
Survey and Benchmarking of Machine Learning Accelerators 222 Sep 01 2019 Sep 16 2019 6 comments
Robust Image Colorization using Self Attention based Progressive Generative Adversarial Network 316 Aug 31 2019 Sep 03 2019 18 comments
RNNs Evolving in Equilibrium: A Solution to the Vanishing and Exploding Gradients 207 Aug 27 2019 Nov 20 2019 7 comments
Fusion of Detected Objects in Text for Visual Question Answering 194 Aug 27 2019 Dec 31 2019 5 comments
OpenSpiel: A Framework for Reinforcement Learning in Games 851 Aug 27 2019 Aug 29 2019 12 comments
Deconstructing Lottery Tickets: Zeros, Signs, and the Supermask 64 Aug 26 2019 Aug 27 2019 6 comments
Gated-SCNN: Gated Shape CNNs for Semantic Segmentation 541 Aug 26 2019 Jul 22 2019 11 comments
A Beginner's Guide to the Mathematics of Neural Networks 569 Aug 26 2019 Aug 30 2019 10 comments
Generating High-Resolution Fashion Model Images Wearing Custom Outfits 204 Aug 26 2019 Nov 14 2019 7 comments
Are We Modeling the Task or the Annotator? An Investigation of Annotator Bias in Natural Language Understanding Datasets 243 Aug 24 2019 Oct 06 2019 8 comments
Deep Learning for Generic Object Detection: A Survey 91 Aug 23 2019 4 comments
LXMERT: Learning Cross-Modality Encoder Representations from Transformers 272 Aug 21 2019 Sep 05 2019 11 comments
Tag2Pix: Line Art Colorization Using Text Tag With SECat and Changing Loss 255 Aug 19 2019 Aug 21 2019 1 comments
“Superstition” in the Network: Deep Reinforcement Learning Plays Deceptive Games 179 Aug 15 2019 Feb 11 2020 11 comments
NEURAL TEXT DEGENERATION WITH UNLIKELIHOOD TRAINING 251 Aug 14 2019 Oct 05 2019 8 comments
Behaviour Suite for Reinforcement Learning 574 Aug 13 2019 Aug 16 2019 9 comments
Mappa Mundi: An Interactive Artistic Mind Map Generator with Artificial Imagination 31 Aug 13 2019 0 comments
VISUALBERT: A SIMPLE AND PERFORMANT BASELINE FOR VISION AND LANGUAGE 264 Aug 12 2019 Aug 31 2019 8 comments
LVIS: A Dataset for Large Vocabulary Instance Segmentation 195 Aug 09 2019 Oct 28 2019 5 comments
ViLBERT: Pretraining Task-Agnostic Visiolinguistic Representations for Vision-and-Language Tasks 228 Aug 07 2019 Aug 18 2019 8 comments
U-GAT-IT: Unsupervised Generative Attentional Networks with Adaptive Layer-Instance Normalization for Image-to-Image Translation 337 Aug 02 2019 Aug 06 2019 11 comments
GRAPE DETECTION, SEGMENTATION AND TRACKING USING DEEP NEURAL NETWORKS AND THREE-DIMENSIONAL ASSOCIATION 190 Aug 01 2019 Aug 24 2019 8 comments
Differentiable Sorting using Optimal Transport: The Sinkhorn CDF and Quantile Operator 186 Aug 01 2019 Sep 09 2019 4 comments
Google Research Football: A Novel Reinforcement Learning Environment 321 Jul 30 2019 Aug 01 2019 3 comments
RoBERTa: A Robustly Optimized BERT Pretraining Approach 355 Jul 29 2019 Jul 31 2019 13 comments
Green AI 736 Jul 26 2019 Jul 30 2019 42 comments
AI Feynman: a Physics-Inspired Method for Symbolic Regression 185 Jul 23 2019 Jan 05 2020 4 comments
Probing Neural Network Comprehension of Natural Language Arguments 549 Jul 22 2019 Jul 23 2019 24 comments
A Differentiable Programming System to Bridge Machine Learning and Scientific Computing 215 Jul 19 2019 Aug 03 2019 12 comments
The Bach Doodle: approachable music composition with machine learning at scale 211 Jul 18 2019 Aug 02 2019 8 comments
Natural Adversarial Examples 540 Jul 17 2019 Jul 20 2019 13 comments
Deep Flow-Guided Video Inpainting 98 Jul 17 2019 6 comments
What does it mean to understand a neural network? 703 Jul 16 2019 Jul 19 2019 29 comments
Efficient Video Generation on Complex Datasets 333 Jul 16 2019 Jul 21 2019 5 comments
A Deep Generative Model for Graph Layout 770 Jul 16 2019 Jul 18 2019 8 comments
R-TRANSFORMER: RECURRENT NEURAL NETWORK ENHANCED TRANSFORMER 187 Jul 15 2019 Aug 15 2019 4 comments
Large Memory Layers with Product Keys 766 Jul 12 2019 Jul 14 2019 15 comments
Invariant Risk Minimization 422 Jul 12 2019 Jul 26 2019 20 comments
Sparse Networks from Scratch: Faster Training without Losing Performance 210 Jul 11 2019 Sep 23 2019 6 comments
Learning Representations by Maximizing Mutual Information Across Views 229 Jul 09 2019 Jul 24 2019 11 comments
Large Scale Adversarial Representation Learning 838 Jul 08 2019 Jul 10 2019 16 comments
The Ramanujan Machine: Automatically Generated Conjectures on Fundamental Constants 266 Jul 04 2019 Jul 13 2019 11 comments
Explain Yourself! Leveraging Language Models for Commonsense Reasoning 278 Jul 02 2019 Jul 05 2019 8 comments
Identifying Emotions from Walking Using Affective and Deep Features 190 Jul 02 2019 Aug 14 2019 5 comments
Neural Decipherment via Minimum-Cost Flow: from Ugaritic to Linear B 216 Jul 01 2019 Jul 27 2019 18 comments
PointFlow: 3D Point Cloud Generation with Continuous Normalizing Flows 228 Jul 01 2019 Jul 08 2019 4 comments
Challenging Common Assumptions in the Unsupervised Learning of Disentangled Representations 229 Jul 01 2019 Jun 25 2019 15 comments
Unsupervised Learning of Object Keypoints for Perception and Control 557 Jul 01 2019 Jul 02 2019 9 comments
ORRB - OpenAI Remote Rendering Backend 355 Jun 28 2019 Jul 01 2019 8 comments
Regularized Hierarchical Policies for Compositional Transfer in Robotics 228 Jun 27 2019 Jul 04 2019 2 comments
VideoBERT: A Joint Model for Video and Language Representation Learning 240 Jun 27 2019 Sep 07 2019 9 comments
Learning Data Augmentation Strategies for Object Detection 407 Jun 27 2019 Jun 30 2019 9 comments
Mutual exclusivity as a challenge for neural networks 187 Jun 26 2019 Aug 25 2019 6 comments
Monte Carlo Gradient Estimation in Machine Learning 571 Jun 26 2019 Jun 28 2019 21 comments
One neuron is more informative than a deep neural network for aftershock pattern forecasting 190 Jun 25 2019 Dec 29 2019 17 comments
On Variational Bounds of Mutual Information 272 Jun 25 2019 Jun 27 2019 9 comments
Few-Shot Unsupervised Image-to-Image Translation 88 Jun 25 2019 3 comments
Unpaired Image-to-Image Translation using Cycle-Consistent Adversarial Networks 65 Jun 21 2019 5 comments
XLNet: Generalized Autoregressive Pretraining for Language Understanding 2128 Jun 20 2019 Jun 21 2019 59 comments
Functional Regularisation for Continual Learning 307 Jun 18 2019 Jun 23 2019 3 comments
Stacked Capsule Autoencoders 331 Jun 18 2019 Jun 22 2019 9 comments
Stand-Alone Self-Attention in Vision Models 284 Jun 17 2019 Sep 10 2019 7 comments
Tackling Climate Change with Machine Learning 1835 Jun 14 2019 Jun 15 2019 131 comments
Weight Agnostic Neural Networks 1403 Jun 12 2019 Jun 13 2019 54 comments
One ticket to win them all: generalizing lottery ticket initializations across datasets and optimizers 234 Jun 10 2019 Sep 08 2019 12 comments
Hamiltonian Neural Networks 412 Jun 10 2019 Jun 14 2019 9 comments
Towards Explainable Anticancer Compound Sensitivity Prediction via Multimodal Attention-based Convolutional Encoders 60 Jun 10 2019 7 comments
Selfie: Self-supervised Pretraining for Image Embedding 263 Jun 10 2019 Jun 18 2019 11 comments
Visualizing and Measuring the Geometry of BERT 991 Jun 09 2019 Jun 12 2019 18 comments
Population Based Augmentation: Efficient Learning of Augmentation Policy Schedules 188 Jun 07 2019 Jul 07 2019 3 comments
Does Object Recognition Work for Everyone? 236 Jun 07 2019 Jun 20 2019 6 comments
Mesh R-CNN 237 Jun 07 2019 Aug 17 2019 5 comments
RePr: Improved Training of Convolutional Filters 27 Jun 06 2019 0 comments
Neural Rejuvenation: Improving Deep Network Training by Enhancing Computational Resource Utilization 27 Jun 06 2019 0 comments
MelNet: A Generative Model for Audio in the Frequency Domain 242 Jun 05 2019 Jun 17 2019 11 comments
Human information processing in complex networks 203 Jun 04 2019 Jul 06 2019 3 comments
Generating Diverse High-Fidelity Images with VQ-VAE-2 962 Jun 04 2019 Jun 08 2019 20 comments
The Theory Behind Overfitting, Cross Validation, Regularization, Bagging, and Boosting: Tutorial 213 Jun 02 2019 Jun 19 2019 4 comments
SATNet: Bridging deep learning and logical reasoning using a differentiable satisfiability solver 213 May 30 2019 Jun 29 2019 7 comments
Defending Against Neural Fake News 283 May 30 2019 Jun 09 2019 14 comments
EfficientNet: Rethinking Model Scaling for Convolutional Neural Networks 1168 May 29 2019 Jun 07 2019 31 comments
Textured Neural Avatars 157 May 29 2019 Jul 15 2019 4 comments
Classification Accuracy Score for Conditional Generative Models 57 May 29 2019 Aug 13 2019 7 comments
An Explicitly Relational Neural Network Architecture 317 May 28 2019 Jun 10 2019 14 comments
Few-Shot Adversarial Learning of Realistic Neural Talking Head Models 62427 May 27 2019 May 23 2019 623 comments
Training Language GANs from Scratch 190 May 27 2019 Jul 11 2019 8 comments
Speech2Face: Learning the Face Behind a Voice 533 May 25 2019 May 29 2019 29 comments
A Multi-Resolution Word Embedding for Document Retrieval from Large Unstructured Knowledge Bases 36 May 25 2019 4 comments
Kervolutional Neural Networks 109 May 25 2019 Jul 28 2019 4 comments
BERT Rediscovers the Classical NLP Pipeline 313 May 24 2019 May 30 2019 15 comments
Data-Efficient Image Recognition with Contrastive Predictive Coding 673 May 23 2019 May 27 2019 18 comments
PaperRobot: Incremental Draft Generation of Scientific Ideas 242 May 21 2019 Jun 11 2019 8 comments
DeepLight: Learning Illumination for Unconstrained Mobile Mixed Reality 93 May 20 2019 Aug 05 2019 8 comments
Object Detection in 20 Years: A Survey 102 May 19 2019 Aug 09 2019 3 comments
Distilling the Knowledge in a Neural Network 375 May 17 2019 Jul 09 2019 8 comments
Energy and Policy Considerations for Deep Learning in NLP 856 May 17 2019 Jun 26 2019 71 comments
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High-Resolution Network for Photorealistic Style Transfer 29 Apr 29 2019 2 comments
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Toponym Identification in Epidemiology Articles – A Deep Learning Approach 32 Apr 27 2019 6 comments
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