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
GANILLA: Generative Adversarial Networks for Image to Illustration Translation 231 Feb 23 2020 5 comments
Bayesian Deep Learning and a Probabilistic Perspective of Generalization 370 Feb 22 2020 7 comments
Multi-task Self-Supervised Visual Learning 243 Feb 21 2020 5 comments
WeatherBench: A benchmark dataset for data-driven weather forecasting 265 Feb 20 2020 6 comments
Deep learning of dynamical attractors from time series measurements 298 Feb 19 2020 6 comments
The Next Decade in AI: Four Steps Towards Robust Artificial Intelligence 744 Feb 18 2020 45 comments
Representation Learning with Contrastive Predictive Coding 260 Feb 17 2020 7 comments
A Simple Framework for Contrastive Learning of Visual Representations 1340 Feb 16 2020 17 comments
Rethinking the maturity of artificial intelligence in safety-critical settings 229 Feb 15 2020 23 comments
Machine Learning in Python: Main developments and technology trends in data science, machine learning, and artificial intelligence 447 Feb 14 2020 14 comments
Explainable Artificial Intelligence (XAI): Concepts, Taxonomies, Opportunities and Challenges toward Responsible AI 177 Feb 13 2020 3 comments
Wearable Microphone Jamming 399 Feb 12 2020 11 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 292 Feb 10 2020 13 comments
How Good is the Bayes Posterior in Deep Neural Networks Really? 407 Feb 09 2020 15 comments
Improved Sample Complexities for Deep Networks and Robust Classification via an All-Layer Margin 176 Feb 08 2020 5 comments
∇SLAM: Dense SLAM meets Automatic Differentiation 177 Feb 07 2020 7 comments
ALBERTO: Italian BERT Language Understanding Model for NLP Challenging Tasks Based on Tweets 195 Feb 06 2020 3 comments
FAST IS BETTER THAN FREE: REVISITING ADVERSARIAL TRAINING 197 Feb 05 2020 3 comments
CamemBERT: a Tasty French Language Model 207 Feb 04 2020 4 comments
Roles for Computing in Social Change 218 Feb 03 2020 16 comments
RobBERT: a Dutch RoBERTa-based Language Model 241 Feb 02 2020 7 comments
On the Continuity of Rotation Representations in Neural Networks 241 Feb 01 2020 4 comments
Convolutional Neural Networks as a Model of the Visual System: Past, Present, and Future 242 Jan 31 2020 4 comments
Towards a Human-like Open-Domain Chatbot 1833 Jan 30 2020 44 comments
FlauBERT: Unsupervised Language Model Pre-training for French 325 Jan 29 2020 14 comments
Multilingual Denoising Pre-training for Neural Machine Translation 543 Jan 28 2020 13 comments
HUMANGAN: GENERATIVE ADVERSARIAL NETWORK WITH HUMAN-BASED DISCRIMINATOR AND ITS EVALUATION IN SPEECH PERCEPTION MODELING 183 Jan 27 2020 3 comments
Compounding the Performance Improvements of Assembled Techniques in a Convolutional Neural Network 290 Jan 26 2020 8 comments
Q-LEARNING IN ENORMOUS ACTION SPACES VIA AMORTIZED APPROXIMATE MAXIMIZATION 416 Jan 25 2020 7 comments
FixMatch: Simplifying Semi-Supervised Learning with Consistency and Confidence 737 Jan 24 2020 13 comments
Overly Optimistic Prediction Results on Imbalanced Data: Flaws and Benefits of Applying Over-sampling 245 Jan 23 2020 8 comments
Sideways: Depth-Parallel Training of Video Models 357 Jan 22 2020 7 comments
DeepStereo: Learning to Predict New Views from the World’s Imagery 302 Jan 21 2020 7 comments
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding 184 Jan 20 2020 20 comments
Machine Learning for Precipitation Nowcasting from Radar Images 219 Jan 19 2020 3 comments
Robot Rights? Let’s Talk about Human Welfare Instead 802 Jan 18 2020 68 comments
Neural Data Server: A Large-Scale Search Engine for Transfer Learning Data 238 Jan 17 2020 9 comments
ON THE RELATIONSHIP BETWEEN SELF-ATTENTION AND CONVOLUTIONAL LAYERS 406 Jan 16 2020 4 comments
Generating Interactive Worlds with Text 181 Jan 15 2020 8 comments
Modular Meta-Learning with Shrinkage 182 Jan 14 2020 8 comments
Deep and Confident Prediction for Time Series at Uber 181 Jan 13 2020 3 comments
DREAM TO CONTROL: LEARNING BEHAVIORS BY LATENT IMAGINATION 186 Jan 12 2020 7 comments
Scalable Gradients for Stochastic Differential Equations 256 Jan 11 2020 4 comments
Training Agents using Upside-Down Reinforcement Learning 187 Jan 10 2020 5 comments
Probabilistic Forecasting with Temporal Convolutional Neural Network 186 Jan 09 2020 5 comments
Geometric Capsule Autoencoders for 3D Point Clouds 195 Jan 08 2020 7 comments
DIFFTAICHI: DIFFERENTIABLE PROGRAMMING FOR PHYSICAL SIMULATION 210 Jan 07 2020 4 comments
How can we fool LIME and SHAP? Adversarial Attacks on Post hoc Explanation Methods 222 Jan 06 2020 24 comments
AI Feynman: a Physics-Inspired Method for Symbolic Regression 185 Jan 05 2020 4 comments
Invisible Mask: Practical Attacks on Face Recognition with Infrared 206 Jan 04 2020 6 comments
A Modern Introduction to Online Learning 295 Jan 03 2020 13 comments
LEARNING NEURAL CAUSAL MODELS FROM UNKNOWN INTERVENTIONS 244 Jan 02 2020 17 comments
SinGAN: Learning a Generative Model from a Single Natural Image 187 Jan 01 2020 8 comments
Fusion of Detected Objects in Text for Visual Question Answering 194 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 193 Dec 28 2019 7 comments
ALBERT: A LITE BERT FOR SELF-SUPERVISED LEARNING OF LANGUAGE REPRESENTATIONS 239 Dec 27 2019 19 comments
Achieving Robustness in the Wild via Adversarial Mixing with Disentangled Representations 214 Dec 26 2019 5 comments
Coupled Generative Adversarial Networks 235 Dec 25 2019 4 comments
NEURAL TANGENTS: FAST AND EASY INFINITE NEURAL NETWORKS IN PYTHON 232 Dec 24 2019 7 comments
Advances and Open Problems in Federated Learning 254 Dec 23 2019 9 comments
CONTRASTIVE LEARNING OF STRUCTURED WORLD MODELS 343 Dec 22 2019 11 comments
The Liar’s Walk Detecting Deception with Gait and Gesture 620 Dec 21 2019 41 comments
Common Voice: A Massively-Multilingual Speech Corpus 361 Dec 20 2019 25 comments
Extending Machine Language Models toward Human-Level Language Understanding 469 Dec 19 2019 12 comments
Do Massively Pretrained Language Models Make Better Storytellers? 217 Dec 18 2019 7 comments
DEEP NEUROETHOLOGY OF A VIRTUAL RODENT 230 Dec 17 2019 12 comments
Generative Adversarial Nets 286 Dec 16 2019 7 comments
Generalization of Reinforcement Learners with Working and Episodic Memory 297 Dec 15 2019 8 comments
Analyzing and Improving the Image Quality of StyleGAN 709 Dec 14 2019 26 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 433 Dec 12 2019 5 comments
YOUR CLASSIFIER IS SECRETLY AN ENERGY BASED MODEL AND YOU SHOULD TREAT IT LIKE ONE 562 Dec 11 2019 16 comments
StarGAN v2: Diverse Image Synthesis for Multiple Domains 317 Dec 10 2019 5 comments
PyTorch: An Imperative Style, High-Performance Deep Learning Library 702 Dec 09 2019 15 comments
Normalizing Flows for Probabilistic Modeling and Inference 569 Dec 08 2019 16 comments
Tensor Programs I: Wide Feedforward or Recurrent Neural Networks of Any Architecture are Gaussian Processes 724 Dec 07 2019 14 comments
LOGAN: LATENT OPTIMISATION FOR GENERATIVE ADVERSARIAL NETWORKS 466 Dec 06 2019 9 comments
What’s Hidden in a Randomly Weighted Neural Network? 607 Dec 05 2019 21 comments
Building Fast Fuzzers 230 Dec 04 2019 12 comments
Model Cards for Model Reporting 335 Dec 03 2019 15 comments
Fast Sparse ConvNets 270 Dec 02 2019 3 comments
Rigging the Lottery: Making All Tickets Winners 314 Dec 01 2019 14 comments
Adversarial Examples Improve Image Recognition 344 Nov 30 2019 5 comments
CAUSALITY FOR MACHINE LEARNING 649 Nov 29 2019 21 comments
Single Headed Attention RNN: Stop Thinking With Your Head 1101 Nov 28 2019 50 comments
Momentum Contrast for Unsupervised Visual Representation Learning 612 Nov 27 2019 15 comments
The Deep Learning Revolution and Its Implications for Computer Architecture and Chip Design 369 Nov 26 2019 16 comments
Continual Unsupervised Representation Learning 447 Nov 25 2019 8 comments
EfficientDet: Scalable and Efficient Object Detection 557 Nov 24 2019 16 comments
Mastering Atari, Go, Chess and Shogi by Planning with a Learned Model 856 Nov 23 2019 32 comments
RandAugment: Practical automated data augmentation with a reduced search space 355 Nov 22 2019 12 comments
Machine Learning for Scent: Learning Generalizable Perceptual Representations of Small Molecules 221 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 273 Nov 19 2019 11 comments
Kaolin: A PyTorch Library for Accelerating 3D Deep Learning Research 261 Nov 18 2019 14 comments
TPM-FAIL: TPM meets Timing and Lattice Attacks 280 Nov 17 2019 6 comments
Self-training with Noisy Student improves ImageNet classification 1474 Nov 16 2019 37 comments
Cubic Stylization 199 Nov 15 2019 6 comments
Generating High-Resolution Fashion Model Images Wearing Custom Outfits 202 Nov 14 2019 7 comments
Hamiltonian Graph Networks with ODE Integrators 210 Nov 13 2019 10 comments
Visual Concepts and Compositional Voting 226 Nov 12 2019 0 comments
Unsupervised Cross-lingual Representation Learning at Scale 338 Nov 11 2019 14 comments
RoboNet: Large-Scale Multi-Robot Learning 224 Nov 10 2019 4 comments
Q8BERT: Quantized 8Bit BERT 240 Nov 09 2019 11 comments
The Measure of Intelligence 2449 Nov 08 2019 70 comments
Learning Transferable Graph Exploration 259 Nov 07 2019 5 comments
Evading Real-Time Person Detectors by Adversarial T-shirt 387 Nov 06 2019 28 comments
Adversarial NLI: A New Benchmark for Natural Language Understanding 248 Nov 05 2019 11 comments
Making an Invisibility Cloak: Real World Adversarial Attacks on Object Detectors 397 Nov 04 2019 6 comments
Prescribed Generative Adversarial Networks 351 Nov 03 2019 13 comments
Evaluating the Factual Consistency of Abstractive Text Summarization 306 Nov 02 2019 8 comments
Troubleshooting Deep Neural Networks 693 Nov 01 2019 4 comments
Learning to Predict Without Looking Ahead: World Models Without Forward Prediction 534 Oct 31 2019 19 comments
Differentiable Convex Optimization Layers 308 Oct 30 2019 5 comments
Newton vs the machine: solving the chaotic three-body problem using deep neural networks 917 Oct 29 2019 16 comments
LVIS: A Dataset for Large Vocabulary Instance Segmentation 195 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 830 Oct 26 2019 26 comments
ON EMPIRICAL COMPARISONS OF OPTIMIZERS FOR DEEP LEARNING 259 Oct 25 2019 5 comments
MultiFiT: Efficient Multi-lingual Language Model Fine-tuning 503 Oct 24 2019 9 comments
META-LEARNING DEEP ENERGY-BASED MEMORY MODELS 351 Oct 23 2019 8 comments
Connections between Support Vector Machines, Wasserstein distance and gradient-penalty GANs 585 Oct 22 2019 18 comments
Mish: A Self Regularized Non-Monotonic Neural Activation Function 236 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 343 Oct 19 2019 9 comments
BOTORCH: PROGRAMMABLE BAYESIAN OPTIMIZATION IN PYTORCH 354 Oct 18 2019 11 comments
EXBERT: A Visual Analysis Tool to Explore Learned Representations in Transformers Models 468 Oct 17 2019 13 comments
TorchBeast: A PyTorch Platform for Distributed RL 202 Oct 16 2019 5 comments
Efficient Graph Generation with Graph Recurrent Attention Networks 227 Oct 15 2019 8 comments
Transformers: State-of-the-art Natural Language Processing 392 Oct 14 2019 17 comments
GENERALIZED INNER LOOP META-LEARNING 224 Oct 13 2019 5 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 293 Oct 11 2019 14 comments
Harnessing the Power of Infinitely Wide Deep Nets on Small-data Tasks 274 Oct 10 2019 6 comments
A Framework for Data-Driven Robotics 236 Oct 09 2019 7 comments
EXASCALE DEEP LEARNING FOR SCIENTIFIC INVERSE PROBLEMS 331 Oct 08 2019 19 comments
Hidden Trigger Backdoor Attacks 583 Oct 07 2019 1 comments
Are We Modeling the Task or the Annotator? An Investigation of Annotator Bias in Natural Language Understanding Datasets 243 Oct 06 2019 8 comments
NEURAL TEXT DEGENERATION WITH UNLIKELIHOOD TRAINING 250 Oct 05 2019 8 comments
Rapid Learning or Feature Reuse? Towards Understanding the Effectiveness of MAML 254 Oct 04 2019 6 comments
Neural reparameterization improves structural optimization 399 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 398 Sep 30 2019 5 comments
HIGH FIDELITY SPEECH SYNTHESIS WITH ADVERSARIAL NETWORKS 466 Sep 29 2019 6 comments
DEEP LEARNING FOR SYMBOLIC MATHEMATICS 687 Sep 28 2019 15 comments
MIMII DATASET: SOUND DATASET FOR MALFUNCTIONING INDUSTRIAL MACHINE INVESTIGATION AND INSPECTION 380 Sep 27 2019 6 comments
Meta-Learning with Implicit Gradients 227 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 355 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 362 Sep 21 2019 21 comments
Transfer Learning from Speaker Verification to Multispeaker Text-To-Speech Synthesis 855 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 339 Sep 18 2019 8 comments
A deep learning system for differential diagnosis of skin diseases 250 Sep 17 2019 12 comments
Survey and Benchmarking of Machine Learning Accelerators 216 Sep 16 2019 5 comments
Episodic Memory in Lifelong Language Learning 536 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 647 Sep 13 2019 15 comments
On Extractive and Abstractive Neural Document Summarization with Transformer Language Models 3358 Sep 12 2019 47 comments
Making Efficient Use of Demonstrations to Solve Hard Exploration Problems 263 Sep 11 2019 5 comments
Stand-Alone Self-Attention in Vision Models 281 Sep 10 2019 7 comments
Differentiable Sorting using Optimal Transport: The Sinkhorn CDF and Quantile Operator 185 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 240 Sep 07 2019 9 comments
Language Models as Knowledge Bases? 697 Sep 06 2019 26 comments
LXMERT: Learning Cross-Modality Encoder Representations from Transformers 263 Sep 05 2019 8 comments
Progressive Face Super-Resolution via Attention to Facial Landmark 1074 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 57 Sep 01 2019 7 comments
VISUALBERT: A SIMPLE AND PERFORMANT BASELINE FOR VISION AND LANGUAGE 264 Aug 31 2019 8 comments
A Beginner's Guide to the Mathematics of Neural Networks 566 Aug 30 2019 10 comments
OpenSpiel: A Framework for Reinforcement Learning in Games 849 Aug 29 2019 12 comments
Reconciling modern machine learning and the bias-variance trade-off 1102 Aug 28 2019 27 comments
Deconstructing Lottery Tickets: Zeros, Signs, and the Supermask 61 Aug 27 2019 6 comments
ONLAY: ONLINE LAYERING FOR SCALABLE ASYNCHRONOUS BFT SYSTEM 51 Aug 26 2019 5 comments
Mutual exclusivity as a challenge for neural networks 186 Aug 25 2019 6 comments
GRAPE DETECTION, SEGMENTATION AND TRACKING USING DEEP NEURAL NETWORKS AND THREE-DIMENSIONAL ASSOCIATION 189 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 265 Aug 22 2019 17 comments
Tag2Pix: Line Art Colorization Using Text Tag With SECat and Changing Loss 252 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 227 Aug 18 2019 8 comments
Mesh R-CNN 236 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 190 Aug 14 2019 5 comments
Classification Accuracy Score for Conditional Generative Models 56 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 62 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 337 Aug 06 2019 11 comments
DeepLight: Learning Illumination for Unconstrained Mobile Mixed Reality 93 Aug 05 2019 8 comments
TOWARDS FEDERATED LEARNING AT SCALE: SYSTEM DESIGN 275 Aug 04 2019 10 comments
A Differentiable Programming System to Bridge Machine Learning and Scientific Computing 213 Aug 03 2019 12 comments
The Bach Doodle: approachable music composition with machine learning at scale 211 Aug 02 2019 8 comments
Google Research Football: A Novel Reinforcement Learning Environment 319 Aug 01 2019 3 comments
RoBERTa: A Robustly Optimized BERT Pretraining Approach 354 Jul 31 2019 13 comments
Green AI 733 Jul 30 2019 42 comments
CutMix: Regularization Strategy to Train Strong Classifiers with Localizable Features 114 Jul 29 2019 5 comments
Kervolutional Neural Networks 109 Jul 28 2019 4 comments
Neural Decipherment via Minimum-Cost Flow: from Ugaritic to Linear B 215 Jul 27 2019 18 comments
Invariant Risk Minimization 391 Jul 26 2019 19 comments
Are We Really Making Much Progress? A Worrying Analysis of Recent Neural Recommendation Approaches 466 Jul 25 2019 43 comments
Learning Representations by Maximizing Mutual Information Across Views 229 Jul 24 2019 11 comments
Probing Neural Network Comprehension of Natural Language Arguments 549 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 333 Jul 21 2019 5 comments
Natural Adversarial Examples 540 Jul 20 2019 13 comments
What does it mean to understand a neural network? 699 Jul 19 2019 28 comments
A Deep Generative Model for Graph Layout 768 Jul 18 2019 8 comments
Learnable Triangulation of Human Pose 136 Jul 17 2019 2 comments
UNSUPERVISED REPRESENTATION LEARNING WITH DEEP CONVOLUTIONAL GENERATIVE ADVERSARIAL NETWORKS 276 Jul 16 2019 7 comments
Textured Neural Avatars 157 Jul 15 2019 4 comments
Large Memory Layers with Product Keys 766 Jul 14 2019 15 comments
The Ramanujan Machine: Automatically Generated Conjectures on Fundamental Constants 266 Jul 13 2019 11 comments
Human-Centered Tools for Coping with Imperfect Algorithms During Medical Decision-Making 185 Jul 12 2019 10 comments
Training Language GANs from Scratch 181 Jul 11 2019 7 comments
Large Scale Adversarial Representation Learning 837 Jul 10 2019 16 comments
Distilling the Knowledge in a Neural Network 374 Jul 09 2019 8 comments
PointFlow: 3D Point Cloud Generation with Continuous Normalizing Flows 228 Jul 08 2019 4 comments
Population Based Augmentation: Efficient Learning of Augmentation Policy Schedules 188 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 276 Jul 05 2019 7 comments
Regularized Hierarchical Policies for Compositional Transfer in Robotics 228 Jul 04 2019 2 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 557 Jul 02 2019 9 comments
ORRB - OpenAI Remote Rendering Backend 354 Jul 01 2019 8 comments
Learning Data Augmentation Strategies for Object Detection 407 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 563 Jun 28 2019 20 comments
On Variational Bounds of Mutual Information 272 Jun 27 2019 9 comments
Energy and Policy Considerations for Deep Learning in NLP 847 Jun 26 2019 71 comments
Challenging Common Assumptions in the Unsupervised Learning of Disentangled Representations 229 Jun 25 2019 15 comments
What Does BERT Look At? An Analysis of BERT’s Attention 463 Jun 24 2019 15 comments
Functional Regularisation for Continual Learning 307 Jun 23 2019 3 comments
Stacked Capsule Autoencoders 331 Jun 22 2019 9 comments
XLNet: Generalized Autoregressive Pretraining for Language Understanding 2118 Jun 21 2019 59 comments
Does Object Recognition Work for Everyone? 235 Jun 20 2019 6 comments
The Theory Behind Overfitting, Cross Validation, Regularization, Bagging, and Boosting: Tutorial 213 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 362 Jun 16 2019 27 comments
Tackling Climate Change with Machine Learning 1817 Jun 15 2019 129 comments
Hamiltonian Neural Networks 409 Jun 14 2019 9 comments
Weight Agnostic Neural Networks 1403 Jun 13 2019 54 comments
Visualizing and Measuring the Geometry of BERT 990 Jun 12 2019 18 comments
PaperRobot: Incremental Draft Generation of Scientific Ideas 240 Jun 11 2019 8 comments
An Explicitly Relational Neural Network Architecture 317 Jun 10 2019 14 comments
Defending Against Neural Fake News 283 Jun 09 2019 14 comments
Generating Diverse High-Fidelity Images with VQ-VAE-2 959 Jun 08 2019 20 comments
EfficientNet: Rethinking Model Scaling for Convolutional Neural Networks 1163 Jun 07 2019 31 comments
Searching for MobileNetV3 197 Jun 06 2019 3 comments
VERIFICATION OF NON-LINEAR SPECIFICATIONS FOR NEURAL NETWORKS 184 Jun 05 2019 4 comments
Deep Compressed Sensing 191 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 308 Jun 01 2019 9 comments
ABC: A Big CAD Model Dataset For Geometric Deep Learning 237 May 31 2019 9 comments
BERT Rediscovers the Classical NLP Pipeline 313 May 30 2019 15 comments
Speech2Face: Learning the Face Behind a Voice 533 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 672 May 27 2019 18 comments
Magic: The Gathering is Turing Complete 571 May 26 2019 48 comments
Graph Matching Networks for Learning the Similarity of Graph Structured Objects 453 May 25 2019 9 comments
MixMatch: A Holistic Approach to Semi-Supervised Learning 592 May 24 2019 25 comments
Few-Shot Adversarial Learning of Realistic Neural Talking Head Models 62427 May 23 2019 623 comments
Unsupervised Data Augmentation 555 May 22 2019 17 comments
Adversarial Examples Are Not Bugs, They Are Features 666 May 21 2019 24 comments
Real numbers, data science and chaos: How to fit any dataset with a single parameter 917 May 20 2019 36 comments
Deep Generative Models for Graphs: Methods & Applications 175 May 19 2019 3 comments
Exploring Randomly Wired Neural Networks for Image Recognition 36 Apr 30 2019 2 comments
Depth from Videos in the Wild: Unsupervised Monocular Depth Learning from Unknown Cameras 165 Apr 26 2019 1 comments
Flash Boys 2.0: Frontrunning, Transaction Reordering, and Consensus Instability in Decentralized Exchanges 137 Apr 25 2019 14 comments
Fooling automated surveillance cameras: adversarial patches to attack person detection 1893 Apr 22 2019 42 comments
Need for Sleep: the Impact of a Night of Sleep Deprivation on Novice Developers’ Performance 455 Apr 21 2019 23 comments