Papers of the day   All papers

All computer science papers

Title Popularity Found Paper of the day Comments
Sideways: Depth-Parallel Training of Video Models 259 Jan 20 2020 3 comments
DeepStereo: Learning to Predict New Views from the World’s Imagery 273 Jan 18 2020 Jan 21 2020 6 comments
Robot Rights? Let’s Talk about Human Welfare Instead 608 Jan 16 2020 Jan 18 2020 48 comments
Machine Learning for Precipitation Nowcasting from Radar Images 208 Jan 15 2020 Jan 19 2020 3 comments
Neural Data Server: A Large-Scale Search Engine for Transfer Learning Data 235 Jan 11 2020 Jan 17 2020 9 comments
ON THE RELATIONSHIP BETWEEN SELF-ATTENTION AND CONVOLUTIONAL LAYERS 397 Jan 10 2020 Jan 16 2020 4 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 253 Jan 09 2020 Jan 11 2020 4 comments
Explainable Artificial Intelligence (XAI): Concepts, Taxonomies, Opportunities and Challenges toward Responsible AI 172 Jan 08 2020 2 comments
The Measure of Intelligence 2090 Jan 05 2020 Nov 08 2019 61 comments
A Modern Introduction to Online Learning 295 Jan 01 2020 Jan 03 2020 13 comments
Vid2Game: Controllable Characters Extracted from Real-World Videos 170 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 619 Dec 19 2019 Dec 21 2019 41 comments
Advances and Open Problems in Federated Learning 249 Dec 17 2019 Dec 23 2019 9 comments
Common Voice: A Massively-Multilingual Speech Corpus 360 Dec 17 2019 Dec 20 2019 25 comments
Extending Machine Language Models toward Human-Level Language Understanding 465 Dec 16 2019 Dec 19 2019 12 comments
Analyzing and Improving the Image Quality of StyleGAN 696 Dec 12 2019 Dec 14 2019 26 comments
Achieving Robustness in the Wild via Adversarial Mixing with Disentangled Representations 214 Dec 12 2019 Dec 26 2019 5 comments
ALBERT: A LITE BERT FOR SELF-SUPERVISED LEARNING OF LANGUAGE REPRESENTATIONS 234 Dec 11 2019 Dec 27 2019 18 comments
Geometric Capsule Autoencoders for 3D Point Clouds 194 Dec 11 2019 Jan 08 2020 7 comments
Momentum Contrast for Unsupervised Visual Representation Learning 606 Dec 10 2019 Nov 27 2019 15 comments
Self-Supervised Learning of Pretext-Invariant Representations 425 Dec 10 2019 Dec 12 2019 4 comments
YOUR CLASSIFIER IS SECRETLY AN ENERGY BASED MODEL AND YOU SHOULD TREAT IT LIKE ONE 557 Dec 09 2019 Dec 11 2019 16 comments
Training Agents using Upside-Down Reinforcement Learning 186 Dec 09 2019 Jan 10 2020 5 comments
NEURAL TANGENTS: FAST AND EASY INFINITE NEURAL NETWORKS IN PYTHON 222 Dec 06 2019 Dec 24 2019 7 comments
PyTorch: An Imperative Style, High-Performance Deep Learning Library 691 Dec 06 2019 Dec 09 2019 15 comments
Normalizing Flows for Probabilistic Modeling and Inference 553 Dec 06 2019 Dec 08 2019 15 comments
Reconciling modern machine learning and the bias-variance trade-off 1094 Dec 05 2019 Aug 28 2019 26 comments
Tensor Programs I: Wide Feedforward or Recurrent Neural Networks of Any Architecture are Gaussian Processes 715 Dec 05 2019 Dec 07 2019 12 comments
StarGAN v2: Diverse Image Synthesis for Multiple Domains 310 Dec 05 2019 Dec 10 2019 4 comments
DREAM TO CONTROL: LEARNING BEHAVIORS BY LATENT IMAGINATION 185 Dec 04 2019 Jan 12 2020 7 comments
LOGAN: LATENT OPTIMISATION FOR GENERATIVE ADVERSARIAL NETWORKS 459 Dec 03 2019 Dec 06 2019 8 comments
What’s Hidden in a Randomly Weighted Neural Network? 601 Dec 02 2019 Dec 05 2019 19 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 171 Dec 01 2019 5 comments
CONTRASTIVE LEARNING OF STRUCTURED WORLD MODELS 338 Nov 28 2019 Dec 22 2019 11 comments
Single Headed Attention RNN: Stop Thinking With Your Head 1087 Nov 27 2019 Nov 28 2019 48 comments
Rigging the Lottery: Making All Tickets Winners 310 Nov 26 2019 Dec 01 2019 13 comments
Fast Sparse ConvNets 268 Nov 26 2019 Dec 02 2019 3 comments
CAUSALITY FOR MACHINE LEARNING 648 Nov 26 2019 Nov 29 2019 21 comments
Adversarial Examples Improve Image Recognition 342 Nov 25 2019 Nov 30 2019 5 comments
DEEP NEUROETHOLOGY OF A VIRTUAL RODENT 227 Nov 22 2019 Dec 17 2019 11 comments
Generating Interactive Worlds with Text 180 Nov 22 2019 Jan 15 2020 8 comments
Continual Unsupervised Representation Learning 444 Nov 22 2019 Nov 25 2019 8 comments
EfficientDet: Scalable and Efficient Object Detection 551 Nov 22 2019 Nov 24 2019 15 comments
Model Cards for Model Reporting 328 Nov 21 2019 Dec 03 2019 15 comments
Mastering Atari, Go, Chess and Shogi by Planning with a Learned Model 847 Nov 21 2019 Nov 23 2019 32 comments
Building Fast Fuzzers 230 Nov 20 2019 Dec 04 2019 12 comments
The Deep Learning Revolution and Its Implications for Computer Architecture and Chip Design 348 Nov 20 2019 Nov 26 2019 13 comments
RandAugment: Practical automated data augmentation with a reduced search space 353 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 273 Nov 14 2019 Nov 19 2019 11 comments
Making an Invisibility Cloak: Real World Adversarial Attacks on Object Detectors 397 Nov 13 2019 Nov 04 2019 6 comments
Kaolin: A PyTorch Library for Accelerating 3D Deep Learning Research 259 Nov 13 2019 Nov 18 2019 13 comments
TPM-FAIL: TPM meets Timing and Lattice Attacks 280 Nov 12 2019 Nov 17 2019 6 comments
Self-training with Noisy Student improves ImageNet classification 951 Nov 12 2019 Nov 16 2019 28 comments
Visual Concepts and Compositional Voting 226 Nov 10 2019 Nov 12 2019 0 comments
Probabilistic Forecasting with Temporal Convolutional Neural Network 186 Nov 08 2019 Jan 09 2020 5 comments
Deep and Confident Prediction for Time Series at Uber 181 Nov 08 2019 Jan 13 2020 3 comments
Unsupervised Cross-lingual Representation Learning at Scale 335 Nov 07 2019 Nov 11 2019 13 comments
How can we fool LIME and SHAP? Adversarial Attacks on Post hoc Explanation Methods 205 Nov 07 2019 Jan 06 2020 20 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 366 Nov 04 2019 Nov 06 2019 23 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 257 Nov 01 2019 Nov 07 2019 5 comments
Adversarial NLI: A New Benchmark for Natural Language Understanding 243 Nov 01 2019 Nov 05 2019 10 comments
Prescribed Generative Adversarial Networks 348 Oct 31 2019 Nov 03 2019 12 comments
Learning to Predict Without Looking Ahead: World Models Without Forward Prediction 533 Oct 30 2019 Oct 31 2019 19 comments
Evaluating the Factual Consistency of Abstractive Text Summarization 303 Oct 29 2019 Nov 02 2019 8 comments
SinGAN: Learning a Generative Model from a Single Natural Image 187 Oct 29 2019 Jan 01 2020 8 comments
Differentiable Convex Optimization Layers 307 Oct 28 2019 Oct 30 2019 5 comments
On the Cross-lingual Transferability of Monolingual Representations 172 Oct 28 2019 6 comments
DIFFTAICHI: DIFFERENTIABLE PROGRAMMING FOR PHYSICAL SIMULATION 201 Oct 28 2019 Jan 07 2020 3 comments
Answering Complex Open-domain Questions Through Iterative Query Generation 126 Oct 27 2019 3 comments
Newton vs the machine: solving the chaotic three-body problem using deep neural networks 917 Oct 26 2019 Oct 29 2019 16 comments
Dex: array programming with typed indices 110 Oct 26 2019 2 comments
Troubleshooting Deep Neural Networks 692 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 221 Oct 24 2019 Nov 21 2019 13 comments
Episodic Memory in Lifelong Language Learning 535 Oct 24 2019 Sep 15 2019 9 comments
∇SLAM: Dense SLAM meets Automatic Differentiation 139 Oct 24 2019 6 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 821 Oct 24 2019 Oct 26 2019 26 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 175 Oct 21 2019 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 136 Oct 21 2019 10 comments
META-LEARNING DEEP ENERGY-BASED MEMORY MODELS 351 Oct 21 2019 Oct 23 2019 8 comments
Hijacking Routes in Payment Channel Networks: A Predictability Tradeoff 293 Oct 21 2019 Oct 11 2019 14 comments
Tiny Video Networks 98 Oct 17 2019 3 comments
MLQA: Evaluating Cross-lingual Extractive Question Answering 139 Oct 17 2019 5 comments
THE VISUAL TASK ADAPTATION BENCHMARK 114 Oct 17 2019 9 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 354 Oct 16 2019 Oct 18 2019 11 comments
Connections between Support Vector Machines, Wasserstein distance and gradient-penalty GANs 583 Oct 16 2019 Oct 22 2019 18 comments
STABILIZING TRANSFORMERS FOR REINFORCEMENT LEARNING 342 Oct 16 2019 Oct 19 2019 9 comments
ON EMPIRICAL COMPARISONS OF OPTIMIZERS FOR DEEP LEARNING 259 Oct 15 2019 Oct 25 2019 5 comments
EXBERT: A Visual Analysis Tool to Explore Learned Representations in Transformers Models 466 Oct 14 2019 Oct 17 2019 13 comments
LEARNING NEURAL CAUSAL MODELS FROM UNKNOWN INTERVENTIONS 242 Oct 14 2019 Jan 02 2020 17 comments
Hidden Stratification Causes Clinically Meaningful Failures in Machine Learning for Medical Imaging 263 Oct 14 2019 Oct 20 2019 12 comments
Mish: A Self Regularized Non-Monotonic Neural Activation Function 236 Oct 14 2019 Oct 21 2019 4 comments
Transformers: State-of-the-art Natural Language Processing 384 Oct 10 2019 Oct 14 2019 14 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 188 Oct 04 2019 Jan 04 2020 5 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 226 Oct 03 2019 Oct 15 2019 8 comments
DistilBERT, a distilled version of BERT: smaller, faster, cheaper and lighter 160 Oct 03 2019 6 comments
Task-Relevant Adversarial Imitation Learning 191 Oct 03 2019 Dec 28 2019 7 comments
Hidden Trigger Backdoor Attacks 583 Oct 02 2019 Oct 07 2019 1 comments
Hamiltonian Graph Networks with ODE Integrators 210 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 359 Sep 28 2019 Jun 16 2019 26 comments
Neural reparameterization improves structural optimization 397 Sep 28 2019 Oct 03 2019 13 comments
EXTREME LANGUAGE MODEL COMPRESSION WITH OPTIMAL SUBWORDS AND SHARED PROJECTIONS 310 Sep 28 2019 Oct 01 2019 7 comments
A Framework for Data-Driven Robotics 235 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? 697 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 174 Sep 26 2019 3 comments
The Curious Case of Neural Text Degeneration 79 Sep 25 2019 6 comments
Rapid Learning or Feature Reuse? Towards Understanding the Effectiveness of MAML 254 Sep 23 2019 Oct 04 2019 6 comments
MIMII DATASET: SOUND DATASET FOR MALFUNCTIONING INDUSTRIAL MACHINE INVESTIGATION AND INSPECTION 380 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 354 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 854 Sep 18 2019 Sep 20 2019 19 comments
Overton: A Data System for Monitoring and Improving Machine-Learned Products 360 Sep 16 2019 Sep 21 2019 21 comments
The Bottom-up Evolution of Representations in the Transformer: A Study with Machine Translation and Language Modeling Objectives 338 Sep 16 2019 Sep 18 2019 8 comments
Are We Really Making Much Progress? A Worrying Analysis of Recent Neural Recommendation Approaches 465 Sep 16 2019 Jul 25 2019 43 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 248 Sep 13 2019 Sep 17 2019 12 comments
Batch Normalization: Accelerating Deep Network Training b y Reducing Internal Covariate Shift 636 Sep 11 2019 Sep 13 2019 15 comments
Meta-World: A Benchmark and Evaluation for Multi-Task and Meta Reinforcement Learning 121 Sep 11 2019 5 comments
DeepPrivacy: A Generative Adversarial Network for Face Anonymization 313 Sep 11 2019 Sep 19 2019 10 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 227 Sep 11 2019 Sep 26 2019 6 comments
On Extractive and Abstractive Neural Document Summarization with Transformer Language Models 3338 Sep 10 2019 Sep 12 2019 46 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 223 Sep 03 2019 Aug 20 2019 2 comments
Progressive Face Super-Resolution via Attention to Facial Landmark 1073 Sep 02 2019 Sep 04 2019 17 comments
Survey and Benchmarking of Machine Learning Accelerators 216 Sep 01 2019 Sep 16 2019 5 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 193 Aug 27 2019 Dec 31 2019 5 comments
OpenSpiel: A Framework for Reinforcement Learning in Games 847 Aug 27 2019 Aug 29 2019 12 comments
Deconstructing Lottery Tickets: Zeros, Signs, and the Supermask 61 Aug 26 2019 Aug 27 2019 6 comments
Gated-SCNN: Gated Shape CNNs for Semantic Segmentation 540 Aug 26 2019 Jul 22 2019 11 comments
A Beginner's Guide to the Mathematics of Neural Networks 561 Aug 26 2019 Aug 30 2019 10 comments
Generating High-Resolution Fashion Model Images Wearing Custom Outfits 202 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 262 Aug 21 2019 Sep 05 2019 8 comments
Tag2Pix: Line Art Colorization Using Text Tag With SECat and Changing Loss 251 Aug 19 2019 Aug 21 2019 1 comments
“Superstition” in the Network: Deep Reinforcement Learning Plays Deceptive Games 174 Aug 15 2019 10 comments
NEURAL TEXT DEGENERATION WITH UNLIKELIHOOD TRAINING 249 Aug 14 2019 Oct 05 2019 8 comments
Behaviour Suite for Reinforcement Learning 571 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 263 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 227 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 334 Aug 02 2019 Aug 06 2019 11 comments
GRAPE DETECTION, SEGMENTATION AND TRACKING USING DEEP NEURAL NETWORKS AND THREE-DIMENSIONAL ASSOCIATION 186 Aug 01 2019 Aug 24 2019 8 comments
Differentiable Sorting using Optimal Transport: The Sinkhorn CDF and Quantile Operator 185 Aug 01 2019 Sep 09 2019 4 comments
Google Research Football: A Novel Reinforcement Learning Environment 319 Jul 30 2019 Aug 01 2019 3 comments
RoBERTa: A Robustly Optimized BERT Pretraining Approach 354 Jul 29 2019 Jul 31 2019 13 comments
Green AI 720 Jul 26 2019 Jul 30 2019 39 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 547 Jul 22 2019 Jul 23 2019 23 comments
A Differentiable Programming System to Bridge Machine Learning and Scientific Computing 213 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 539 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? 698 Jul 16 2019 Jul 19 2019 28 comments
Efficient Video Generation on Complex Datasets 333 Jul 16 2019 Jul 21 2019 5 comments
A Deep Generative Model for Graph Layout 764 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 764 Jul 12 2019 Jul 14 2019 15 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 228 Jul 09 2019 Jul 24 2019 11 comments
Large Scale Adversarial Representation Learning 837 Jul 08 2019 Jul 10 2019 16 comments
Invariant Risk Minimization 257 Jul 08 2019 Jul 26 2019 18 comments
The Ramanujan Machine: Automatically Generated Conjectures on Fundamental Constants 264 Jul 04 2019 Jul 13 2019 11 comments
Explain Yourself! Leveraging Language Models for Commonsense Reasoning 276 Jul 02 2019 Jul 05 2019 7 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 215 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 228 Jul 01 2019 Jun 25 2019 15 comments
Unsupervised Learning of Object Keypoints for Perception and Control 556 Jul 01 2019 Jul 02 2019 9 comments
ORRB - OpenAI Remote Rendering Backend 353 Jun 28 2019 Jul 01 2019 8 comments
Regularized Hierarchical Policies for Compositional Transfer in Robotics 226 Jun 27 2019 Jul 04 2019 2 comments
VideoBERT: A Joint Model for Video and Language Representation Learning 239 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 186 Jun 26 2019 Aug 25 2019 6 comments
Monte Carlo Gradient Estimation in Machine Learning 561 Jun 26 2019 Jun 28 2019 20 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 64 Jun 21 2019 5 comments
XLNet: Generalized Autoregressive Pretraining for Language Understanding 2100 Jun 20 2019 Jun 21 2019 57 comments
Functional Regularisation for Continual Learning 307 Jun 18 2019 Jun 23 2019 3 comments
Stacked Capsule Autoencoders 330 Jun 18 2019 Jun 22 2019 9 comments
Stand-Alone Self-Attention in Vision Models 281 Jun 17 2019 Sep 10 2019 7 comments
Tackling Climate Change with Machine Learning 1787 Jun 14 2019 Jun 15 2019 126 comments
Weight Agnostic Neural Networks 1396 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 406 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 943 Jun 09 2019 Jun 12 2019 17 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? 214 Jun 07 2019 Jun 20 2019 5 comments
Mesh R-CNN 233 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-2 955 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 211 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 1163 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 56 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 62382 May 27 2019 May 23 2019 622 comments
Training Language GANs from Scratch 181 May 27 2019 Jul 11 2019 7 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 670 May 23 2019 May 27 2019 18 comments
PaperRobot: Incremental Draft Generation of Scientific Ideas 240 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 373 May 17 2019 Jul 09 2019 8 comments
Energy and Policy Considerations for Deep Learning in NLP 806 May 17 2019 Jun 26 2019 69 comments
Deep Compressed Sensing 191 May 17 2019 Jun 04 2019 8 comments
How to (Properly) Evaluate Cross-Lingual Word Embeddings: On Strong Baselines, Comparative Analyses, and Some Misconceptions 53 May 16 2019 Aug 12 2019 1 comments
Learnable Triangulation of Human Pose 136 May 16 2019 Jul 17 2019 2 comments
ONLAY: ONLINE LAYERING FOR SCALABLE ASYNCHRONOUS BFT SYSTEM 51 May 16 2019 Aug 26 2019 5 comments
Who witnesses The Witness? 44 May 16 2019 2 comments
MixMatch: A Holistic Approach to Semi-Supervised Learning 591 May 15 2019 May 24 2019 25 comments
CompILE: Compositional Imitation Learning and Execution 71 May 15 2019 Aug 08 2019 5 comments
Machine learning quantum states in the NISQ era 36 May 14 2019 3 comments
Structural Equation Modeling using Computation Graphs 54 May 14 2019 Aug 23 2019 5 comments
CutMix: Regularization Strategy to Train Strong Classifiers with Localizable Features 114 May 14 2019 Jul 29 2019 5 comments
Meta-Learning with Differentiable Convex Optimization 54 May 13 2019 Aug 11 2019 3 comments
MASS: Masked Sequence to Sequence Pre-training for Language Generation 46 May 11 2019 4 comments
Multi-Person Pose Estimation with Enhanced Channel-wise and Spatial Information 36 May 11 2019 3 comments
PPGNet: Learning Point-Pair Graph for Line Segment Detection 29 May 11 2019 2 comments
A quantum-inspired classical algorithm for recommendation systems 33 May 10 2019 1 comments
Processing Megapixel Images with Deep Attention-Sampling Models 50 May 10 2019 5 comments
What Do Single-view 3D Reconstruction Networks Learn? 32 May 10 2019 2 comments
Entrofy Your Cohort: A Data Science Approach to Candidate Selection 34 May 10 2019 4 comments
Adversarial Examples Are Not Bugs, They Are Features 660 May 09 2019 May 21 2019 23 comments
Meta-learning of Sequential Strategies 197 May 09 2019 Jun 03 2019 7 comments
Learning Unsupervised Multi-View Stereopsis via Robust Photometric Consistency 34 May 08 2019 3 comments
ABC: A Big CAD Model Dataset For Geometric Deep Learning 237 May 08 2019 May 31 2019 9 comments
Searching for MobileNetV3 195 May 08 2019 Jun 06 2019 3 comments
AN EMPIRICAL STUDY OF EXAMPLE FORGETTING DURING DEEP NEURAL NETWORK LEARNING 34 May 07 2019 5 comments
Learning higher-order sequential structure with cloned HMMs 37 May 07 2019 4 comments
Magic: The Gathering is Turing Complete 562 May 07 2019 May 26 2019 47 comments
Ray-Strips: A Compact Mesh Representation for Interactive Ray Tracing 39 May 07 2019 3 comments
Characterizing the invariances of learning algorithms using category theory 34 May 07 2019 2 comments
Fast AutoAugment 32 May 06 2019 1 comments
Deep Generative Models for Graphs: Methods & Applications 175 May 06 2019 May 19 2019 3 comments
VERIFICATION OF NON-LINEAR SPECIFICATIONS FOR NEURAL NETWORKS 184 May 06 2019 Jun 05 2019 4 comments
On the Impact of Memory Allocation on High-Performance Query Processing 32 May 06 2019 1 comments
Human-Centered Tools for Coping with Imperfect Algorithms During Medical Decision-Making 185 May 05 2019 Jul 12 2019 10 comments
A Poisson-Gaussian Denoising Dataset with Real Fluorescence Microscopy Images 30 May 05 2019 1 comments
ENABLING FACTORIZED PIANO MUSIC MODELING AND GENERATION WITH THE MAESTRO DATASET 63 May 05 2019 2 comments
Computer Science and Metaphysics: A Cross-Fertilization 54 May 05 2019 Aug 19 2019 2 comments
N ATTACK: Learning the Distributions of Adversarial Examples for an Improved Black-Box Attack on Deep Neural Networks 32 May 04 2019 4 comments
Fast key-value stores: An idea whose time has come and gone 70 May 04 2019 Aug 07 2019 6 comments
Graph Matching Networks for Learning the Similarity of Graph Structured Objects 453 May 03 2019 May 25 2019 9 comments
ResNet Can Be Pruned 60×: Introducing Network Purification and Unused Path Removal (P-RM) after Weight Pruning 36 May 03 2019 5 comments
DPSNET: END-TO-END DEEP PLANE SWEEP STEREO 33 May 03 2019 2 comments
Neural Path Planning: Fixed Time, Near-Optimal Path Generation via Oracle Imitation 238 May 02 2019 May 28 2019 7 comments
Machine Learning Methods Economists Should Know About 27 May 01 2019 2 comments
Survey on Automated Machine Learning 33 May 01 2019 5 comments
Real numbers, data science and chaos: How to fit any dataset with a single parameter 917 May 01 2019 May 20 2019 36 comments
Generating Long Sequences with Sparse Transformers 35 Apr 30 2019 3 comments
Multi-Task Deep Neural Networks for Natural Language Understanding 43 Apr 30 2019 4 comments
Cognitive Triaging of Phishing Attacks 47 Apr 30 2019 Sep 02 2019 7 comments
Unsupervised Data Augmentation 554 Apr 30 2019 May 22 2019 17 comments
Meta-Sim: Learning to Generate Synthetic Datasets 261 Apr 29 2019 Jun 01 2019 8 comments
High-Resolution Network for Photorealistic Style Transfer 29 Apr 29 2019 2 comments
Unsupervised label noise modeling and loss correction 37 Apr 28 2019 6 comments
Towards Adversarial Malware Detection: Lessons Learned from PDF-based Attacks 33 Apr 27 2019 2 comments
Toponym Identification in Epidemiology Articles – A Deep Learning Approach 32 Apr 27 2019 6 comments
Iterative Reinforcement Learning Based Design of Dynamic Locomotion Skills for Cassie 195 Apr 26 2019 Jun 02 2019 4 comments
DEEPSURVIVAL: PEDESTRIAN WAIT TIME ESTIMATION IN MIXED TRAFFIC CONDITIONS USING DEEP SURVIVAL ANALYSIS 38 Apr 26 2019 4 comments
RepPoints: Point Set Representation for Object Detection 40 Apr 26 2019 4 comments
LADN: Local Adversarial Disentangling Network for Facial Makeup and De-Makeup 36 Apr 26 2019 2 comments
Detecting ADS-B Spoofing Attacks using Deep Neural Networks 28 Apr 25 2019 1 comments
CAM-Convs: Camera-Aware Multi-Scale Convolutions for Single-View Depth 37 Apr 25 2019 1 comments
Stochastic Deep Networks 28 Apr 25 2019 1 comments
Pseudo-LiDAR from Visual Depth Estimation: Bridging the Gap in 3D Object Detection for Autonomous Driving 56 Apr 24 2019 Sep 01 2019 7 comments
Limitations of adversarial robustness: strong No Free Lunch Theorem 62 Apr 23 2019 Aug 10 2019 8 comments
Attention Augmented Convolutional Networks 47 Apr 23 2019 7 comments
Fooling automated surveillance cameras: adversarial patches to attack person detection 1890 Apr 22 2019 Apr 22 2019 42 comments
Need for Sleep: the Impact of a Night of Sleep Deprivation on Novice Developers’ Performance 453 Apr 20 2019 Apr 21 2019 23 comments
Exploring Randomly Wired Neural Networks for Image Recognition 35 Apr 19 2019 Apr 30 2019 2 comments
Depth from Videos in the Wild: Unsupervised Monocular Depth Learning from Unknown Cameras 164 Apr 11 2019 Apr 26 2019 1 comments
Flash Boys 2.0: Frontrunning, Transaction Reordering, and Consensus Instability in Decentralized Exchanges 127 Apr 11 2019 Apr 25 2019 14 comments
DeepRED: Deep Image Prior Powered by RED 47 Mar 26 2019 5 comments
TOWARDS FEDERATED LEARNING AT SCALE: SYSTEM DESIGN 275 Feb 05 2019 Aug 04 2019 10 comments
Revisiting Self-Supervised Visual Representation Learning 38 Feb 03 2019 2 comments
Coupled Generative Adversarial Networks 210 Jan 15 2019 Dec 25 2019 4 comments
Generative Adversarial Nets 253 Jan 15 2019 Dec 16 2019 5 comments
UNSUPERVISED REPRESENTATION LEARNING WITH DEEP CONVOLUTIONAL GENERATIVE ADVERSARIAL NETWORKS 250 Jan 15 2019 Jul 16 2019 7 comments
A mathematical theory of semantic development in deep neural networks 226 Oct 28 2018 Jul 03 2019 8 comments
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding 177 Oct 12 2018 Jan 20 2020 18 comments
The Information Autoencoding Family: A Lagrangian Perspective on Latent Variable Generative Models 27 Jun 20 2018 1 comments
Reward Tampering Problems and Solutions in Reinforcement Learning 203 Apr 13 2018 Sep 25 2019 7 comments
The Surprising Creativity of Digital Evolution: A Collection of Anecdotes from the Evolutionary Computation and Artificial Life Research Communities 259 Apr 13 2018 Aug 22 2019 14 comments
Deep Learning: A Critical Appraisal 104 Jan 03 2018 11 comments
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