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: [email protected]

Papers of the day

Title Popularity Published Comments
Challenges in Deploying Machine Learning: a Survey of Case Studies 363 Dec 05 2020 16 comments
CONTRASTIVE LEARNING OF GENERAL-PURPOSE AUDIO REPRESENTATIONS 158 Dec 04 2020 6 comments
Evaluating the scale, growth, and origins of right-wing echo chambers on YouTube 435 Dec 03 2020 28 comments
The Sound of Silence: Mining Security Vulnerabilities from Secret Integration Channels in Open-Source Projects 158 Dec 02 2020 8 comments
Number Sequence Prediction Problems for Evaluating Computational Powers of Neural Networks 185 Dec 01 2020 2 comments
Language ID in the Wild: Unexpected Challenges on the Path to a Thousand-Language Web Text Corpus 164 Nov 30 2020 6 comments
Contrastive Representation Learning:A Framework and Review 169 Nov 29 2020 5 comments
Hypersim: A Photorealistic Synthetic Dataset forHolistic Indoor Scene Understanding 172 Nov 28 2020 9 comments
A Regularized Framework forSparse and Structured Neural Attention 186 Nov 27 2020 1 comments
From Softmax to Sparsemax: A Sparse Model of Attention and Multi-Label Classification 188 Nov 26 2020 1 comments
SparseMAP: Differentiable Sparse Structured Inference 190 Nov 25 2020 1 comments
Differentiable Dynamic Programming forStructured Prediction and Attention 195 Nov 24 2020 2 comments
REAL-TIME VISUAL NAVIGATION IN HUGE IMAGE SETS USING SIMILARITY GRAPHS 156 Nov 23 2020 9 comments
EigenGame: PCA as a Nash Equilibrium 180 Nov 22 2020 5 comments
FSD50K: an Open Dataset ofHuman-Labeled Sound Events 173 Nov 21 2020 16 comments
Neural Additive Models: Interpretable Machine Learning with Neural Nets 170 Nov 20 2020 12 comments
Accurate Trajectory Prediction for Autonomous Vehicles 178 Nov 19 2020 3 comments
IMAGE GANS MEET DIFFERENTIABLE RENDERING FOR INVERSE GRAPHICS AND INTERPRETABLE 3D NEURAL RENDERING 175 Nov 18 2020 2 comments
Breaking the Curse of Dimensionality with Convex Neural Networks 173 Nov 17 2020 2 comments
Privacy-preserving Artificial Intelligence Techniques in Biomedicine 184 Nov 16 2020 7 comments
Investigating Transferability in Pretrained Language Models 182 Nov 15 2020 7 comments
Large-scale multilingual audio visual dubbing 193 Nov 14 2020 11 comments
Graph Kernels: State-of-the-Art and Future Challenges 264 Nov 13 2020 6 comments
What Matters in Unsupervised Optical Flow 182 Nov 12 2020 8 comments
Underspecification Presents Challenges for Credibility in Modern Machine Learning 1360 Nov 11 2020 60 comments
Vid2Game: Controllable Characters Extracted from Real-World Videos 174 Nov 10 2020 5 comments
On the Utility of Learning about Humans for Human-AI Coordination 175 Nov 09 2020 6 comments
Training with Quantization Noise for Extreme Model Compression 176 Nov 08 2020 6 comments
On Linear Identifiability of Learned Representations 178 Nov 07 2020 7 comments
How Neural Networks Extrapolate: From Feedforward to Graph Neural Networks 194 Nov 06 2020 6 comments
Layered Neural Rendering for Retiming People in Video 182 Nov 05 2020 3 comments
The De-democratization of AI: Deep Learning and the Compute Divide in Artificial 262 Nov 04 2020 20 comments
Neural Databases 182 Nov 03 2020 6 comments
ONCE-FOR-ALL: TRAIN ONE NETWORK AND SPECIALIZE IT FOR EFFICIENT DEPLOYMENT 179 Nov 02 2020 3 comments
The Open Images Dataset V4 177 Nov 01 2020 4 comments
Weird AI Yankovic: Generating Parody Lyrics 348 Oct 31 2020 20 comments
Pushing the Limits of Semi-Supervised Learning for Automatic Speech Recognition 220 Oct 30 2020 10 comments
mT5: A massively multilingual pre-trained text-to-text transformer 300 Oct 29 2020 7 comments
Self-training and Pre-training are Complementary for Speech Recognition 453 Oct 28 2020 12 comments
Castle in the Sky: Dynamic Sky Replacement and Harmonization in Videos 319 Oct 27 2020 11 comments
SketchGraphs: A Large-Scale Dataset for Modeling Relational Geometry in Computer-Aided Design 179 Oct 26 2020 4 comments
PRUNING NEURAL NETWORKS AT INITIALIZATION: WHY ARE WE MISSING THE MARK? 183 Oct 25 2020 9 comments
Fourier Neural Operator for Parametric Partial Differential Equations 1669 Oct 24 2020 64 comments
A Convenient Generalization of Schlick’s Bias and Gain Functions 235 Oct 23 2020 10 comments
Interpretable Machine Learning – A Brief History, State-of-the-Art and Challenges 275 Oct 22 2020 4 comments
AMORTIZED LEARNING OF NEURAL CAUSAL REPRESENTATIONS 184 Oct 21 2020 10 comments
Vokenization: Improving Language Understanding with Contextualized, Visual-Grounded Supervision 237 Oct 20 2020 15 comments
Dataset Cartography: Mapping and Diagnosing Datasets with Training Dynamics 248 Oct 19 2020 14 comments
CHARACTERISING BIAS IN COMPRESSED MODELS 225 Oct 18 2020 10 comments
A Refined Laser Method and Faster Matrix Multiplication 223 Oct 17 2020 6 comments
CONTRASTIVE LEARNING OF MEDICAL VISUAL REPRESENTATIONS FROM PAIRED IMAGES AND TEXT 187 Oct 16 2020 8 comments
Zero-shot Entity Linking with Dense Entity Retrieval 191 Oct 15 2020 3 comments
Unsupervised Question Decomposition for Question Answering 192 Oct 14 2020 6 comments
Are we done with ImageNet? 194 Oct 13 2020 11 comments
Descending through a Crowded Valley - Benchmarking Deep Learning Optimizers 409 Oct 12 2020 12 comments
Energy-based Out-of-distribution Detection 352 Oct 11 2020 6 comments
Learning differential equations that are easy to solve 184 Oct 10 2020 8 comments
Participatory Research for Low-resourced Machine Translation: A Case Study in African Languages 331 Oct 09 2020 28 comments
Explaining Deep Neural Networks 257 Oct 08 2020 6 comments
INTERPRETING GRAPH NEURAL NETWORKS FOR NLP WITH DIFFERENTIABLE EDGE MASKING 198 Oct 07 2020 8 comments
AN IMAGE IS WORTH 16X16 WORDS: TRANSFORMERS FOR IMAGE RECOGNITION AT SCALE 425 Oct 06 2020 12 comments
Principles and Practice of Explainable Machine Learning 674 Oct 05 2020 19 comments
Living Machines: A study of atypical animacy 195 Oct 04 2020 20 comments
It’s Hard For Neural Networks to Learn the Game of Life 283 Oct 03 2020 7 comments
Meta-Learning through Hebbian Plasticity in Random Networks 230 Oct 02 2020 11 comments
DeepSVG: A Hierarchical Generative Network for Vector Graphics Animation 203 Oct 01 2020 6 comments
Fault-Tolerant Operation of a QuantumError-Correction Code 403 Sep 30 2020 20 comments
The Ecological Impact of High-performance Computing in Astrophysics 698 Sep 29 2020 45 comments
A Wholistic View of Continual Learning with Deep Neural Networks: Forgotten Lessons and the Bridge to Active and Open World Learning 275 Sep 28 2020 11 comments
Ethical Machine Learning in Health Care 346 Sep 27 2020 20 comments
It’s Not Just Size That Matters: Small Language Models Are Also Few-Shot Learners 355 Sep 26 2020 13 comments
Tasks, stability, architecture, and compute: Training more effective learned optimizers, and using them to train themselves 583 Sep 25 2020 14 comments
Overfit Neural Networks as a Compact Shape Representation 330 Sep 24 2020 7 comments
DECOUPLINGREPRESENTATIONLEARNING FROM REINFORCEMENT LEARNING 257 Sep 23 2020 8 comments
Faster Gaze Prediction With Dense Networks and Fisher Pruning 284 Sep 22 2020 13 comments
Learning Reasoning Strategies in End-to-End Differentiable Proving 254 Sep 21 2020 12 comments
The Hardware Lottery 845 Sep 19 2020 36 comments
Efficient Transformers: A Survey 724 Sep 18 2020 16 comments
Assessing Game Balance with AlphaZero: Exploring Alternative Rule Sets in Chess 250 Sep 17 2020 15 comments
Compositional Explanations of Neurons 247 Sep 16 2020 14 comments
Distributed Effects of Climate Policy: A Machine Learning Approach 697 Sep 15 2020 33 comments
Measuring Massive Multitask Language Understanding 230 Sep 14 2020 10 comments
KILT: a Benchmark for Knowledge Intensive Language Tasks 237 Sep 13 2020 14 comments
Relay: A High-Level Compiler for Deep Learning 433 Sep 12 2020 2 comments
Generative Language Modeling for AutomatedTheorem Proving 813 Sep 11 2020 20 comments
A Time Leap Challenge for SAT-Solving 289 Sep 10 2020 10 comments
Predicting What You Already Know Helps: Provable Self-Supervised Learning 194 Sep 09 2020 7 comments
Grounded Language Learning Fast and Slow 275 Sep 08 2020 7 comments
SMOOTH MARKETS: A BASIC MECHANISM FOR ORGANIZING GRADIENT-BASED LEARNERS 178 Sep 07 2020 2 comments
TABFACT: A LARGE-SCALE DATASET FOR TABLEBASED FACT VERIFICATION 180 Sep 06 2020 5 comments
I2L-MeshNet: Image-to-Lixel Prediction Network for Accurate 3D Human Pose and Mesh Estimation from a Single RGB Image 181 Sep 05 2020 1 comments
DistilBERT, a distilled version of BERT: smaller, faster, cheaper and lighter 180 Sep 04 2020 9 comments
Decentralized Reinforcement Learning: Global Decision-Making via Local Economic Transactions 187 Sep 03 2020 8 comments
ARCHITECTURE FOR A MULTILINGUAL WIKIPEDIA 180 Sep 02 2020 5 comments
Accelerating 3D Deep Learning with PyTorch3D 188 Sep 01 2020 12 comments
Flood & Loot: A Systemic Attack On The Lightning Network 264 Aug 31 2020 22 comments
Cerberus: Minimalistic Multi-shard Byzantine-resilient Transaction Processing 206 Aug 30 2020 4 comments
SurVAE Flows: Surjections to Bridge the Gap between VAEs and Flows 208 Aug 29 2020 11 comments
Who Watches the Watchmen? A Review of Subjective Approaches for Sybil-resistance in Proof of Personhood Protocols 373 Aug 28 2020 27 comments
Whitening and second order optimization both destroy information about the dataset, and can make generalization impossible 258 Aug 27 2020 6 comments
Demonstration of quantum volume 64 on a superconducting quantum computing system 329 Aug 26 2020 20 comments
Sustainability of the Negatively Amortized Instant Loans 667 Aug 25 2020 1 comments
Adaptive Risk Minimization: A Meta-Learning Approach for Tackling Group Shift 190 Aug 24 2020 4 comments
Large Associative Memory Problem in Neurobiology and Machine Learning 236 Aug 23 2020 10 comments
PP-YOLO: An Effective and Efficient Implementation of Object Detector 314 Aug 22 2020 6 comments
The Language Interpretability Tool: Extensible, Interactive Visualizations and Analysis for NLP Models 278 Aug 21 2020 13 comments
Non-Autoregressive Machine Translation with Latent Alignments 182 Aug 20 2020 4 comments
Serverless in the Wild: Characterizing and Optimizing the Serverless Workload at a Large Cloud Provider 180 Aug 19 2020 12 comments
Imputer: Sequence Modelling via Imputation and Dynamic Programming 181 Aug 18 2020 7 comments
Question and Answer Test-Train Overlap in Open-Domain Question Answering Datasets 302 Aug 17 2020 11 comments
Vintage Factor Analysis with Varimax Performs Statistical Inference 302 Aug 16 2020 9 comments
Speculative Dereferencing of Registers: Reviving Foreshadow 369 Aug 15 2020 7 comments
The world as a neural network 534 Aug 14 2020 10 comments
Finite Versus Infinite Neural Networks: an Empirical Study 683 Aug 13 2020 9 comments
Hopfield Networks is All You Need 1009 Aug 12 2020 43 comments
Differentiable Rendering: A Survey 193 Aug 11 2020 5 comments
Rethinking Parameter Counting in Deep Models: Effective Dimensionality Revisited 182 Aug 10 2020 10 comments
The Phong Surface: Efficient 3D Model Fitting using Lifted Optimization 204 Aug 09 2020 8 comments
MonoLayout: Amodal scene layout from a single image 181 Aug 08 2020 5 comments
V0LTpwn: Attacking x86 Processor Integrity from Software 182 Aug 07 2020 8 comments
Tensor Programs II: Neural Tangent Kernel for Any Architecture 492 Aug 06 2020 12 comments
Why Normalizing Flows Fail to DetectOut-of-Distribution Data 187 Aug 05 2020 8 comments
Big Bird: Transformers for Longer Sequences 273 Aug 04 2020 14 comments
Unselfie: Translating Selfies to Neutral-pose Portraits in the Wild 217 Aug 03 2020 6 comments
The Surprising Effectiveness of LinearUnsupervised Image-to-Image Translation 276 Aug 02 2020 10 comments
LeakyPick: IoT Audio Spy Detector 210 Aug 01 2020 10 comments
Noise or Signal: The Role of Image Backgrounds in Object Recognition 193 Jul 31 2020 5 comments
Towards Learning Convolutions from Scratch 308 Jul 30 2020 13 comments
ORB-SLAM3: An Accurate Open-Source Libraryfor Visual, Visual-Inertial and Multi-Map SLAM 210 Jul 29 2020 10 comments
Collaborative Video Object Segmentation by Foreground-Background Integration 257 Jul 28 2020 3 comments
Randomized Automatic Differentiation 220 Jul 27 2020 5 comments
Towards Nonlinear Disentanglement in Natural Datawith Temporal Sparse Coding 254 Jul 26 2020 10 comments
Contact and Human Dynamics from Monocular Video 312 Jul 25 2020 8 comments
Reinforcement Learning with Augmented Data 186 Jul 24 2020 8 comments
Generalizing Convolutional Neural Networks for Equivariance to Lie Groups on Arbitrary Continuous Data 214 Jul 23 2020 12 comments
MOPO: Model-based Offline Policy Optimization 251 Jul 22 2020 6 comments
The Computational Limits of Deep Learning 498 Jul 21 2020 29 comments
DropEdge: Towards Deep Graph Convolutional Networks On Node Classification 1312 Jul 20 2020 11 comments
Prototypical Contrastive Learning of Unsupervised Representations 213 Jul 19 2020 7 comments
The why, how, and when of representations for complex systems 195 Jul 18 2020 13 comments
AutoAugment: Learning Augmentation Strategies from Data 187 Jul 17 2020 3 comments
A (Slightly) Improved Approximation Algorithm for Metric TSP 405 Jul 16 2020 11 comments
Offline Reinforcement Learning: Tutorial, Review, and Perspectives on Open Problems 313 Jul 15 2020 12 comments
Online path sampling control with progressive spatio-temporal filtering 196 Jul 14 2020 5 comments
Strong Generalization and Efficiency in Neural Programs 428 Jul 13 2020 15 comments
Decolonial AI: Decolonial Theory as Sociotechnical Foresight in Artificial Intelligence 857 Jul 12 2020 55 comments
NVAE: A Deep Hierarchical Variational Autoencoder 764 Jul 11 2020 21 comments
Meta-Learning Symmetries by Reparameterization 227 Jul 10 2020 3 comments
ARCH: Animatable Reconstruction of Clothed Humans 188 Jul 09 2020 3 comments
Learning To Classify Images Without Labels 208 Jul 08 2020 10 comments
Politeness Transfer: A Tag and Generate Approach 230 Jul 07 2020 13 comments
Involutive MCMC: a Unifying Framework 282 Jul 06 2020 4 comments
Object-Centric Learning with Slot Attention 549 Jul 05 2020 15 comments
BERTology Meets Biology: Interpreting Attention in Protein Language Models 478 Jul 04 2020 24 comments
GShard: Scaling Giant Models with Conditional Computation and Automatic Sharding 814 Jul 03 2020 25 comments
Smooth Adversarial Training 501 Jul 02 2020 12 comments
THE SCI-HUB EFFECT: SCI-HUB DOWNLOADS LEAD TO MORE ARTICLE CITATIONS 4410 Jul 01 2020 101 comments
AI Feynman 2.0: Pareto-optimal symbolic regression exploiting graph modularity 220 Jun 30 2020 1 comments
Symbolic Pregression: Discovering Physical Laws from Raw Distorted Video 202 Jun 29 2020 4 comments
Counting Out Time: Class Agnostic Video Repetition Counting in the Wild 192 Jun 28 2020 3 comments
wav2vec 2.0: A Framework for Self-Supervised Learning of Speech Representations 264 Jun 27 2020 8 comments
Language (Technology) is Power: A Critical Survey of “Bias” in NLP 231 Jun 26 2020 16 comments
Deep Learning Based Text Classification: A Comprehensive Review 390 Jun 25 2020 12 comments
Discovering Symbolic Models from Deep Learning with Inductive Biases 1366 Jun 24 2020 31 comments
Big Self-Supervised Models are Strong Semi-Supervised Learners 434 Jun 23 2020 19 comments
DIVNOISING: Diversity Denoising with Fully Convolutional Variational Autoencoders 248 Jun 22 2020 17 comments
Gradient Estimation with Stochastic Softmax Tricks 256 Jun 21 2020 6 comments
Pruning neural networks without any data by iteratively conserving synaptic flow 356 Jun 20 2020 9 comments
Rethinking Pre-training and Self-training 441 Jun 19 2020 17 comments
Open Graph Benchmark: Datasets for Machine Learning on Graphs 398 Jun 18 2020 11 comments
Mind the GAP: Security & Privacy Risks of Contact Tracing Apps 535 Jun 17 2020 7 comments
VirTex: Learning Visual Representations from Textual Annotations 490 Jun 16 2020 14 comments
Linformer: Self-Attention with Linear Complexity 249 Jun 15 2020 10 comments
Adversarial Deepfakes: Evaluating Vulnerability of Deepfake Detectors to Adversarial Examples 197 Jun 12 2020 9 comments
Towards Robust Monocular Depth Estimation: Mixing Datasets for Zero-shot Cross-dataset Transfer 210 Jun 11 2020 8 comments
End-to-End Adversarial Text-to-Speech 355 Jun 10 2020 5 comments
Unsupervised Translation of Programming Languages 4157 Jun 09 2020 65 comments
DeepFaceDrawing: Deep Generation of Face Images from Sketches 374 Jun 08 2020 9 comments
Flows for simultaneous manifold learning and density estimation 343 Jun 07 2020 14 comments
EAR2FACE: DEEP BIOMETRIC MODALITY MAPPING 366 Jun 06 2020 22 comments
Blockchain is Watching You: Profiling and Deanonymizing Ethereum Users 252 Jun 05 2020 16 comments
Fast Probabilistic Consensus with Weighted Votes 235 Jun 04 2020 8 comments
Reliance on Metrics is a Fundamental Challenge for AI 223 Jun 03 2020 18 comments
Efficient and Scalable Bayesian Neural Nets with Rank-1 Factors 206 Jun 02 2020 6 comments
The Hateful Memes Challenge: Detecting Hate Speech in Multimodal Memes 207 Jun 01 2020 10 comments
Large-scale comparison of bibliographic data sources: Scopus, Web of Science, Dimensions, Crossref, and Microsoft Academic 223 May 31 2020 8 comments
Language Models are Few-Shot Learners 2809 May 30 2020 113 comments
End-to-End Object Detection with Transformers 637 May 29 2020 12 comments
Retrieval-Augmented Generation for Knowledge-Intensive NLP Tasks 524 May 28 2020 18 comments
Evaluating NLP Models via Contrast Sets 202 May 27 2020 5 comments
Graph Neural Networks Meet Neural-Symbolic Computing: A Survey and Perspective 252 May 26 2020 19 comments
A neural network walks into a lab: towards using deep nets as models for human behavior 227 May 25 2020 10 comments
On the Nuisance of Control Variables in Regression Analysis 277 May 24 2020 15 comments
Creating High Resolution Images with a Latent Adversarial Generator 429 May 23 2020 9 comments
Shortcut Learning in Deep Neural Networks 528 May 22 2020 22 comments
The Newspaper Navigator Dataset: Extracting And Analyzing Visual Content from 16 Million Historic Newspaper Pages in Chronicling America 215 May 21 2020 14 comments
Movement Pruning: Adaptive Sparsity by Fine-Tuning 912 May 20 2020 23 comments
‘WARRIORS OF THE WORD’ - DECIPHERING LYRICAL TOPICS IN MUSIC AND THEIR CONNECTION TO AUDIO FEATURE DIMENSIONS BASED ON A CORPUS OF OVER 100,000 METAL SONGS 282 May 19 2020 5 comments
YuruGAN: Yuru-Chara Mascot Generator Using Generative Adversarial Networks With Clustering Small Dataset 202 May 18 2020 1 comments
State of the Art on Neural Rendering 247 May 17 2020 12 comments
Experience Grounds Language 318 May 16 2020 22 comments
TLDR: Extreme Summarization of Scientific Documents 323 May 15 2020 17 comments
Machine Learning on Graphs: A Model and Comprehensive Taxonomy 346 May 14 2020 8 comments
We Know What They’ve Been Put Through: Revisiting High-scalability Blockchain Transactions 323 May 13 2020 34 comments
Longformer: The Long-Document Transformer 251 May 12 2020 12 comments
A Metric Learning Reality Check 998 May 11 2020 36 comments
Supervised Contrastive Learning 344 May 10 2020 13 comments
The A-Z of the PhD Trajectory 342 May 09 2020 2 comments
SYNTHESIZER: Rethinking Self-Attention in Transformer Models 350 May 08 2020 11 comments
TTNet: Real-time temporal and spatial video analysis of table tennis 940 May 07 2020 27 comments
Image Augmentation Is All You Need: Regularizing Deep Reinforcement Learning from Pixels 423 May 06 2020 20 comments
Recipes for building an open-domain chatbot 612 May 05 2020 25 comments
CNN EXPLAINER: Learning Convolutional Neural Networks with Interactive Visualization 519 May 04 2020 16 comments
Explainable Deep Learning: A Field Guide for the Uninitiated 575 May 03 2020 14 comments
Consistent Video Depth Estimation 1036 May 02 2020 23 comments
The AI Economist: Improving Equality and Productivity with AI-Driven Tax Policies 1322 May 01 2020 38 comments
MASAKHANE - MACHINE TRANSLATION FOR AFRICA 250 Apr 30 2020 14 comments
Paxos vs Raft: Have we reached consensus on distributed consensus? 403 Apr 29 2020 10 comments
NASA Neural Articulated Shape Approximation 436 Apr 28 2020 11 comments
Adversarial Latent Autoencoders 359 Apr 27 2020 8 comments
YOLOv4: Optimal Speed and Accuracy of Object Detection 803 Apr 26 2020 17 comments
Chip Placement with Deep Reinforcement Learning 663 Apr 25 2020 20 comments
Unpaired Photo-to-manga Translation Based on The Methodology of Manga Drawing 2267 Apr 24 2020 3 comments
How recurrent networks implement contextual processing in sentiment analysis 425 Apr 23 2020 16 comments
Do We Need Zero Training Loss A‰er Achieving Zero Training Error? 461 Apr 22 2020 7 comments
If deep learning is the answer, then what is the question? 464 Apr 21 2020 14 comments
Toward Trustworthy AI Development: Mechanisms for Supporting Verifiable Claims 275 Apr 20 2020 28 comments
Why Do Line Drawings Work? A Realism Hypothesis 361 Apr 19 2020 2 comments
LEARNING TO EXPLORE USING ACTIVE NEURAL SLAM 243 Apr 18 2020 4 comments
Improved Price Oracles: Constant Function Market Makers 349 Apr 17 2020 18 comments
XTREME: A Massively Multilingual Multi-task Benchmark for Evaluating Cross-lingual Generalization 431 Apr 16 2020 16 comments
At the Interface of Algebra and Statistics 661 Apr 15 2020 21 comments
KaoKore: A Pre-modern Japanese Art Facial Expression Dataset 249 Apr 14 2020 5 comments
A Free-Energy Principle for Representation Learning 221 Apr 13 2020 3 comments
Learning to See Through Obstructions 223 Apr 12 2020 8 comments
CURL: Contrastive Unsupervised Representations for Reinforcement Learning 375 Apr 11 2020 13 comments
GANSpace: Discovering Interpretable GAN Controls 267 Apr 10 2020 7 comments
Evolving Normalization-Activation Layers 665 Apr 09 2020 18 comments
Self-Supervised Scene De-occlusion 420 Apr 08 2020 7 comments
Suphx: Mastering Mahjong with Deep Reinforcement Learning 361 Apr 07 2020 4 comments
On the Cross-lingual Transferability of Monolingual Representations 204 Apr 06 2020 9 comments
PCGRL: Procedural Content Generation via Reinforcement Learning 214 Apr 05 2020 13 comments
Pre-trained Models for Natural Language Processing: A Survey 287 Apr 04 2020 11 comments
How to do Research At the MIT AI Lab 252 Apr 03 2020 6 comments
Modeling 3D Shapes by Reinforcement Learning 216 Apr 02 2020 6 comments
PointRend: Image Segmentation as Rendering 199 Apr 01 2020 11 comments
“The Human Body is a Black Box”: Supporting Clinical Decision-Making with Deep Learning 199 Mar 31 2020 16 comments
Meta Pseudo Labels 229 Mar 30 2020 4 comments
A Survey of Deep Learning for Scientific Discovery 734 Mar 29 2020 28 comments
Elle: Inferring Isolation Anomalies from Experimental Observations 267 Mar 28 2020 7 comments
Enhanced POET: Open-Ended Reinforcement Learning through Unbounded Invention of Learning Challenges and their Solutions 326 Mar 27 2020 27 comments
RTFM: GENERALISING TO NOVEL ENVIRONMENT DYNAMICS VIA READING 219 Mar 26 2020 20 comments
MLIR: A Compiler Infrastructure for the End of Moore’s Law 249 Mar 25 2020 15 comments
Neural Networks are Surprisingly Modular 231 Mar 24 2020 6 comments
SketchTransfer: A Challenging New Task for Exploring Detail-Invariance and the Abstractions Learned by Deep Networks 199 Mar 23 2020 6 comments
NeRF: Representing Scenes as Neural Radiance Fields for View Synthesis 1626 Mar 22 2020 19 comments
Deep Learning for Financial Applications : A Survey 221 Mar 21 2020 2 comments
Neuroevolution of Self-Interpretable Agents 503 Mar 20 2020 12 comments
Burst Denoising of Dark Images 299 Mar 19 2020 2 comments
WELL-READ STUDENTS LEARN BETTER: ON THE IMPORTANCE OF PRE-TRAINING COMPACT MODELS 416 Mar 18 2020 13 comments
LAGRANGIAN NEURAL NETWORKS 376 Mar 17 2020 13 comments
The importance of transparency and reproducibility in artificial intelligence research 424 Mar 16 2020 36 comments
Learning to Simulate Complex Physics with Graph Networks 1039 Mar 15 2020 20 comments
AutoML-Zero: Evolving Machine Learning Algorithms From Scratch 1763 Mar 14 2020 41 comments
TensorFlow Quantum: A Software Framework for Quantum Machine Learning 341 Mar 13 2020 18 comments
StyleGAN2 Distillation for Feed-forward Image Manipulation 478 Mar 12 2020 11 comments
SYSTEMATIC OVERESTIMATION OF MACHINE LEARNING PERFORMANCE IN NEUROIMAGING STUDIES OF DEPRESSION 324 Mar 11 2020 16 comments
SLIDE : IN DEFENSE OF SMART ALGORITHMS OVER HARDWARE ACCELERATION FOR LARGE-SCALE DEEP LEARNING SYSTEMS 237 Mar 10 2020 12 comments
Proving the Lottery Ticket Hypothesis: Pruning is All You Need 275 Mar 09 2020 6 comments
Knowledge Graphs 355 Mar 08 2020 28 comments
Train Large, Then Compress: Rethinking Model Size for Efficient Training and Inference of Transformers 557 Mar 07 2020 14 comments
Automatically Neutralizing Subjective Bias in Text 224 Mar 06 2020 14 comments
Benchmarking Graph Neural Networks 373 Mar 05 2020 12 comments
Augmented Cyclic Consistency Regularization for Unpaired Image-to-Image Translation 319 Mar 04 2020 0 comments
Learning to Shade Hand-drawn Sketches 410 Mar 03 2020 3 comments
Learning to Continually Learn 300 Mar 02 2020 10 comments
A Primer in BERTology: What we know about how BERT works 1007 Mar 01 2020 30 comments
fastai: A Layered API for Deep Learning 571 Feb 29 2020 19 comments
PolyGen: An Autoregressive Generative Model of 3D Meshes 684 Feb 28 2020 16 comments
Batch Normalization Biases Deep Residual Networks Towards Shallow Paths 284 Feb 27 2020 9 comments
Fast Differentiable Sorting and Ranking 404 Feb 26 2020 16 comments
Fine-Tuning Pretrained Language Models: Weight Initializations, Data Orders, and Early Stopping 466 Feb 25 2020 20 comments
Up to two billion times acceleration of scientific simulations with deep neural architecture search 244 Feb 24 2020 14 comments
GANILLA: Generative Adversarial Networks for Image to Illustration Translation 244 Feb 23 2020 4 comments
Bayesian Deep Learning and a Probabilistic Perspective of Generalization 560 Feb 22 2020 19 comments
Multi-task Self-Supervised Visual Learning 248 Feb 21 2020 5 comments
WeatherBench: A benchmark dataset for data-driven weather forecasting 280 Feb 20 2020 8 comments
Deep learning of dynamical attractors from time series measurements 329 Feb 19 2020 8 comments
The Next Decade in AI: Four Steps Towards Robust Artificial Intelligence 1261 Feb 18 2020 95 comments
Representation Learning with Contrastive Predictive Coding 277 Feb 17 2020 7 comments
A Simple Framework for Contrastive Learning of Visual Representations 1529 Feb 16 2020 26 comments
Rethinking the maturity of artificial intelligence in safety-critical settings 323 Feb 15 2020 25 comments
Machine Learning in Python: Main developments and technology trends in data science, machine learning, and artificial intelligence 575 Feb 14 2020 23 comments
Explainable Artificial Intelligence (XAI): Concepts, Taxonomies, Opportunities and Challenges toward Responsible AI 350 Feb 13 2020 12 comments
Wearable Microphone Jamming 407 Feb 12 2020 12 comments
“Superstition” in the Network: Deep Reinforcement Learning Plays Deceptive Games 179 Feb 11 2020 11 comments
An introduction to state-space modeling of ecological time series 379 Feb 10 2020 16 comments
How Good is the Bayes Posterior in Deep Neural Networks Really? 415 Feb 09 2020 15 comments
Improved Sample Complexities for Deep Networks and Robust Classification via an All-Layer Margin 178 Feb 08 2020 5 comments
∇SLAM: Dense SLAM meets Automatic Differentiation 559 Feb 07 2020 14 comments
ALBERTO: Italian BERT Language Understanding Model for NLP Challenging Tasks Based on Tweets 198 Feb 06 2020 3 comments
FAST IS BETTER THAN FREE: REVISITING ADVERSARIAL TRAINING 214 Feb 05 2020 4 comments
CamemBERT: a Tasty French Language Model 232 Feb 04 2020 5 comments
Roles for Computing in Social Change 347 Feb 03 2020 24 comments
RobBERT: a Dutch RoBERTa-based Language Model 259 Feb 02 2020 8 comments
On the Continuity of Rotation Representations in Neural Networks 254 Feb 01 2020 4 comments
Convolutional Neural Networks as a Model of the Visual System: Past, Present, and Future 249 Jan 31 2020 4 comments
Towards a Human-like Open-Domain Chatbot 1970 Jan 30 2020 48 comments
FlauBERT: Unsupervised Language Model Pre-training for French 352 Jan 29 2020 15 comments
Multilingual Denoising Pre-training for Neural Machine Translation 552 Jan 28 2020 13 comments
HUMANGAN: GENERATIVE ADVERSARIAL NETWORK WITH HUMAN-BASED DISCRIMINATOR AND ITS EVALUATION IN SPEECH PERCEPTION MODELING 184 Jan 27 2020 3 comments
Compounding the Performance Improvements of Assembled Techniques in a Convolutional Neural Network 311 Jan 26 2020 11 comments
Q-LEARNING IN ENORMOUS ACTION SPACES VIA AMORTIZED APPROXIMATE MAXIMIZATION 427 Jan 25 2020 7 comments
FixMatch: Simplifying Semi-Supervised Learning with Consistency and Confidence 790 Jan 24 2020 16 comments
Overly Optimistic Prediction Results on Imbalanced Data: Flaws and Benefits of Applying Over-sampling 264 Jan 23 2020 10 comments
Sideways: Depth-Parallel Training of Video Models 425 Jan 22 2020 8 comments
DeepStereo: Learning to Predict New Views from the World’s Imagery 304 Jan 21 2020 7 comments
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding 279 Jan 20 2020 23 comments
Machine Learning for Precipitation Nowcasting from Radar Images 220 Jan 19 2020 3 comments
Robot Rights? Let’s Talk about Human Welfare Instead 880 Jan 18 2020 73 comments
Neural Data Server: A Large-Scale Search Engine for Transfer Learning Data 249 Jan 17 2020 10 comments
ON THE RELATIONSHIP BETWEEN SELF-ATTENTION AND CONVOLUTIONAL LAYERS 449 Jan 16 2020 7 comments
Generating Interactive Worlds with Text 186 Jan 15 2020 8 comments
Modular Meta-Learning with Shrinkage 205 Jan 14 2020 9 comments
Deep and Confident Prediction for Time Series at Uber 183 Jan 13 2020 4 comments
DREAM TO CONTROL: LEARNING BEHAVIORS BY LATENT IMAGINATION 218 Jan 12 2020 8 comments
Scalable Gradients for Stochastic Differential Equations 270 Jan 11 2020 6 comments
Training Agents using Upside-Down Reinforcement Learning 194 Jan 10 2020 6 comments
Probabilistic Forecasting with Temporal Convolutional Neural Network 187 Jan 09 2020 6 comments
Geometric Capsule Autoencoders for 3D Point Clouds 259 Jan 08 2020 8 comments
DIFFTAICHI: DIFFERENTIABLE PROGRAMMING FOR PHYSICAL SIMULATION 223 Jan 07 2020 4 comments
How can we fool LIME and SHAP? Adversarial Attacks on Post hoc Explanation Methods 234 Jan 06 2020 25 comments
AI Feynman: a Physics-Inspired Method for Symbolic Regression 192 Jan 05 2020 4 comments
Invisible Mask: Practical Attacks on Face Recognition with Infrared 209 Jan 04 2020 5 comments
A Modern Introduction to Online Learning 372 Jan 03 2020 19 comments
LEARNING NEURAL CAUSAL MODELS FROM UNKNOWN INTERVENTIONS 253 Jan 02 2020 15 comments
SinGAN: Learning a Generative Model from a Single Natural Image 193 Jan 01 2020 8 comments
Fusion of Detected Objects in Text for Visual Question Answering 198 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 231 Dec 28 2019 10 comments
ALBERT: A LITE BERT FOR SELF-SUPERVISED LEARNING OF LANGUAGE REPRESENTATIONS 249 Dec 27 2019 20 comments
Achieving Robustness in the Wild via Adversarial Mixing with Disentangled Representations 216 Dec 26 2019 5 comments
Coupled Generative Adversarial Networks 257 Dec 25 2019 3 comments
NEURAL TANGENTS: FAST AND EASY INFINITE NEURAL NETWORKS IN PYTHON 523 Dec 24 2019 8 comments
Advances and Open Problems in Federated Learning 278 Dec 23 2019 10 comments
CONTRASTIVE LEARNING OF STRUCTURED WORLD MODELS 414 Dec 22 2019 15 comments
The Liar’s Walk Detecting Deception with Gait and Gesture 623 Dec 21 2019 41 comments
Common Voice: A Massively-Multilingual Speech Corpus 372 Dec 20 2019 26 comments
Extending Machine Language Models toward Human-Level Language Understanding 486 Dec 19 2019 14 comments
Do Massively Pretrained Language Models Make Better Storytellers? 217 Dec 18 2019 7 comments
DEEP NEUROETHOLOGY OF A VIRTUAL RODENT 283 Dec 17 2019 13 comments
Generative Adversarial Nets 2982 Dec 16 2019 11 comments
Generalization of Reinforcement Learners with Working and Episodic Memory 299 Dec 15 2019 7 comments
Analyzing and Improving the Image Quality of StyleGAN 790 Dec 14 2019 29 comments
GitHub Typo Corpus: A Large-Scale Multilingual Dataset of Misspellings and Grammatical Errors 243 Dec 13 2019 9 comments
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