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All computer science papers

Title Popularity Found Paper of the day Comments
Interpretable Machine Learning – A Brief History, State-of-the-Art and Challenges 251 Oct 20 2020 Oct 22 2020 2 comments
Vokenization: Improving Language Understanding with Contextualized, Visual-Grounded Supervision 186 Oct 15 2020 Oct 20 2020 7 comments
CHARACTERISING BIAS IN COMPRESSED MODELS 224 Oct 13 2020 Oct 18 2020 10 comments
A Refined Laser Method and Faster Matrix Multiplication 220 Oct 13 2020 Oct 17 2020 6 comments
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding 272 Oct 11 2020 Jan 20 2020 22 comments
Descending through a Crowded Valley - Benchmarking Deep Learning Optimizers 391 Oct 10 2020 Oct 12 2020 12 comments
Energy-based Out-of-distribution Detection 343 Oct 09 2020 Oct 11 2020 5 comments
Participatory Research for Low-resourced Machine Translation: A Case Study in African Languages 301 Oct 07 2020 Oct 09 2020 26 comments
Explaining Deep Neural Networks 241 Oct 06 2020 Oct 08 2020 4 comments
Accurate Trajectory Prediction for Autonomous Vehicles 169 Oct 05 2020 2 comments
CONTRASTIVE LEARNING OF MEDICAL VISUAL REPRESENTATIONS FROM PAIRED IMAGES AND TEXT 186 Oct 05 2020 Oct 16 2020 8 comments
AN IMAGE IS WORTH 16X16 WORDS: TRANSFORMERS FOR IMAGE RECOGNITION AT SCALE 419 Oct 03 2020 Oct 06 2020 12 comments
Principles and Practice of Explainable Machine Learning 615 Oct 02 2020 Oct 05 2020 17 comments
INTERPRETING GRAPH NEURAL NETWORKS FOR NLP WITH DIFFERENTIABLE EDGE MASKING 198 Oct 02 2020 Oct 07 2020 8 comments
It’s Hard For Neural Networks to Learn the Game of Life 281 Oct 01 2020 Oct 03 2020 7 comments
Fault-Tolerant Operation of a QuantumError-Correction Code 388 Sep 25 2020 Sep 30 2020 18 comments
The Ecological Impact of High-performance Computing in Astrophysics 690 Sep 25 2020 Sep 29 2020 45 comments
Dataset Cartography: Mapping and Diagnosing Datasets with Training Dynamics 221 Sep 24 2020 Oct 19 2020 9 comments
Tasks, stability, architecture, and compute: Training more effective learned optimizers, and using them to train themselves 578 Sep 24 2020 Sep 25 2020 14 comments
Ethical Machine Learning in Health Care 286 Sep 23 2020 Sep 27 2020 16 comments
Overfit Neural Networks as a Compact Shape Representation 327 Sep 22 2020 Sep 24 2020 6 comments
PRUNING NEURAL NETWORKS AT INITIALIZATION: WHY ARE WE MISSING THE MARK? 179 Sep 21 2020 9 comments
Faster Gaze Prediction With Dense Networks and Fisher Pruning 284 Sep 19 2020 Sep 22 2020 13 comments
DECOUPLINGREPRESENTATIONLEARNING FROM REINFORCEMENT LEARNING 244 Sep 18 2020 Sep 23 2020 8 comments
The Hardware Lottery 829 Sep 17 2020 Sep 19 2020 34 comments
Layered Neural Rendering for Retiming People in Video 176 Sep 17 2020 2 comments
Learning Reasoning Strategies in End-to-End Differentiable Proving 249 Sep 16 2020 Sep 21 2020 11 comments
Efficient Transformers: A Survey 693 Sep 16 2020 Sep 18 2020 14 comments
It’s Not Just Size That Matters: Small Language Models Are Also Few-Shot Learners 350 Sep 16 2020 Sep 26 2020 13 comments
Assessing Game Balance with AlphaZero: Exploring Alternative Rule Sets in Chess 244 Sep 15 2020 Sep 17 2020 15 comments
Distributed Effects of Climate Policy: A Machine Learning Approach 696 Sep 14 2020 Sep 15 2020 33 comments
Explainable Artificial Intelligence (XAI): Concepts, Taxonomies, Opportunities and Challenges toward Responsible AI 350 Sep 13 2020 Feb 13 2020 12 comments
Relay: A High-Level Compiler for Deep Learning 432 Sep 11 2020 Sep 12 2020 2 comments
Tensor Programs II: Neural Tangent Kernel for Any Architecture 488 Sep 09 2020 Aug 06 2020 11 comments
Generative Language Modeling for AutomatedTheorem Proving 808 Sep 09 2020 Sep 11 2020 20 comments
Measuring Massive Multitask Language Understanding 230 Sep 08 2020 Sep 14 2020 10 comments
KILT: a Benchmark for Knowledge Intensive Language Tasks 235 Sep 07 2020 Sep 13 2020 14 comments
A Time Leap Challenge for SAT-Solving 286 Sep 07 2020 Sep 10 2020 10 comments
A Wholistic View of Continual Learning with Deep Neural Networks: Forgotten Lessons and the Bridge to Active and Open World Learning 214 Sep 04 2020 Sep 28 2020 5 comments
Grounded Language Learning Fast and Slow 273 Sep 04 2020 Sep 08 2020 7 comments
AMORTIZED LEARNING OF NEURAL CAUSAL REPRESENTATIONS 180 Aug 31 2020 Oct 21 2020 8 comments
Generating Long Sequences with Sparse Transformers 48 Aug 26 2020 7 comments
Sustainability of the Negatively Amortized Instant Loans 658 Aug 24 2020 Aug 25 2020 1 comments
Cerberus: Minimalistic Multi-shard Byzantine-resilient Transaction Processing 206 Aug 21 2020 Aug 30 2020 4 comments
Who Watches the Watchmen? A Review of Subjective Approaches for Sybil-resistance in Proof of Personhood Protocols 338 Aug 20 2020 Aug 28 2020 23 comments
Demonstration of quantum volume 64 on a superconducting quantum computing system 329 Aug 20 2020 Aug 26 2020 21 comments
Predicting What You Already Know Helps: Provable Self-Supervised Learning 193 Aug 19 2020 Sep 09 2020 7 comments
Whitening and second order optimization both destroy information about the dataset, and can make generalization impossible 257 Aug 19 2020 Aug 27 2020 6 comments
PP-YOLO: An Effective and Efficient Implementation of Object Detector 296 Aug 18 2020 Aug 22 2020 4 comments
The Language Interpretability Tool: Extensible, Interactive Visualizations and Analysis for NLP Models 278 Aug 18 2020 Aug 21 2020 13 comments
Large Associative Memory Problem in Neurobiology and Machine Learning 230 Aug 18 2020 Aug 23 2020 8 comments
fastai: A Layered API for Deep Learning 571 Aug 13 2020 Feb 29 2020 19 comments
I2L-MeshNet: Image-to-Lixel Prediction Network for Accurate 3D Human Pose and Mesh Estimation from a Single RGB Image 181 Aug 11 2020 Sep 05 2020 1 comments
Finite Versus Infinite Neural Networks: an Empirical Study 683 Aug 08 2020 Aug 13 2020 9 comments
Question and Answer Test-Train Overlap in Open-Domain Question Answering Datasets 297 Aug 07 2020 Aug 17 2020 9 comments
Speculative Dereferencing of Registers: Reviving Foreshadow 369 Aug 07 2020 Aug 15 2020 8 comments
The world as a neural network 534 Aug 06 2020 Aug 14 2020 10 comments
Hopfield Networks is All You Need 1000 Aug 06 2020 Aug 12 2020 42 comments
Vintage Factor Analysis with Varimax Performs Statistical Inference 301 Aug 05 2020 Aug 16 2020 9 comments
CutMix: Regularization Strategy to Train Strong Classifiers with Localizable Features 138 Aug 02 2020 Jul 29 2019 8 comments
The Phong Surface: Efficient 3D Model Fitting using Lifted Optimization 204 Aug 01 2020 Aug 09 2020 8 comments
Unselfie: Translating Selfies to Neutral-pose Portraits in the Wild 217 Jul 31 2020 Aug 03 2020 6 comments
Big Bird: Transformers for Longer Sequences 272 Jul 29 2020 Aug 04 2020 14 comments
Towards Learning Convolutions from Scratch 308 Jul 28 2020 Jul 30 2020 13 comments
The Surprising Effectiveness of LinearUnsupervised Image-to-Image Translation 275 Jul 27 2020 Aug 02 2020 10 comments
Privacy-preserving Artificial Intelligence Techniques in Biomedicine 173 Jul 26 2020 6 comments
Collaborative Video Object Segmentation by Foreground-Background Integration 255 Jul 26 2020 Jul 28 2020 3 comments
Randomized Automatic Differentiation 220 Jul 24 2020 Jul 27 2020 5 comments
ORB-SLAM3: An Accurate Open-Source Libraryfor Visual, Visual-Inertial and Multi-Map SLAM 210 Jul 24 2020 Jul 29 2020 10 comments
Contact and Human Dynamics from Monocular Video 312 Jul 24 2020 Jul 25 2020 8 comments
DeepSVG: A Hierarchical Generative Network for Vector Graphics Animation 193 Jul 23 2020 Oct 01 2020 6 comments
Towards Nonlinear Disentanglement in Natural Datawith Temporal Sparse Coding 254 Jul 22 2020 Jul 26 2020 10 comments
DropEdge: Towards Deep Graph Convolutional Networks On Node Classification 1309 Jul 18 2020 Jul 20 2020 11 comments
The Computational Limits of Deep Learning 493 Jul 18 2020 Jul 21 2020 29 comments
Accelerating 3D Deep Learning with PyTorch3D 184 Jul 17 2020 Sep 01 2020 11 comments
Learning differential equations that are easy to solve 182 Jul 17 2020 Oct 10 2020 8 comments
SketchGraphs: A Large-Scale Dataset for Modeling Relational Geometry in Computer-Aided Design 178 Jul 17 2020 4 comments
LeakyPick: IoT Audio Spy Detector 208 Jul 15 2020 Aug 01 2020 10 comments
Deep Learning for Generic Object Detection: A Survey 107 Jul 15 2020 5 comments
Decentralized Reinforcement Learning: Global Decision-Making via Local Economic Transactions 187 Jul 11 2020 Sep 03 2020 8 comments
Decolonial AI: Decolonial Theory as Sociotechnical Foresight in Artificial Intelligence 842 Jul 09 2020 Jul 12 2020 53 comments
Strong Generalization and Efficiency in Neural Programs 426 Jul 09 2020 Jul 13 2020 15 comments
NVAE: A Deep Hierarchical Variational Autoencoder 760 Jul 09 2020 Jul 11 2020 20 comments
A (Slightly) Improved Approximation Algorithm for Metric TSP 235 Jul 08 2020 Jul 16 2020 9 comments
Meta-Learning Symmetries by Reparameterization 227 Jul 08 2020 Jul 10 2020 3 comments
AI Feynman: a Physics-Inspired Method for Symbolic Regression 192 Jul 08 2020 Jan 05 2020 5 comments
Meta-Learning through Hebbian Plasticity in Random Networks 227 Jul 07 2020 Oct 02 2020 11 comments
SurVAE Flows: Surjections to Bridge the Gap between VAEs and Flows 194 Jul 07 2020 Aug 29 2020 8 comments
Adaptive Risk Minimization: A Meta-Learning Approach for Tackling Group Shift 181 Jul 07 2020 Aug 24 2020 2 comments
On Linear Identifiability of Learned Representations 175 Jul 06 2020 8 comments
Politeness Transfer: A Tag and Generate Approach 226 Jul 03 2020 Jul 07 2020 14 comments
GShard: Scaling Giant Models with Conditional Computation and Automatic Sharding 812 Jul 02 2020 Jul 03 2020 25 comments
Involutive MCMC: a Unifying Framework 277 Jul 01 2020 Jul 06 2020 4 comments
BERTology Meets Biology: Interpreting Attention in Protein Language Models 466 Jun 30 2020 Jul 04 2020 22 comments
THE SCI-HUB EFFECT: SCI-HUB DOWNLOADS LEAD TO MORE ARTICLE CITATIONS 4396 Jun 30 2020 Jul 01 2020 100 comments
Smooth Adversarial Training 495 Jun 29 2020 Jul 02 2020 11 comments
Object-Centric Learning with Slot Attention 544 Jun 29 2020 Jul 05 2020 15 comments
Flood & Loot: A Systemic Attack On The Lightning Network 195 Jun 28 2020 Aug 31 2020 16 comments
Compositional Explanations of Neurons 242 Jun 26 2020 Sep 16 2020 12 comments
Symbolic Pregression: Discovering Physical Laws from Raw Distorted Video 202 Jun 26 2020 Jun 29 2020 4 comments
wav2vec 2.0: A Framework for Self-Supervised Learning of Speech Representations 233 Jun 24 2020 Jun 27 2020 7 comments
AI Feynman 2.0: Pareto-optimal symbolic regression exploiting graph modularity 219 Jun 24 2020 Jun 30 2020 1 comments
Differentiable Rendering: A Survey 193 Jun 23 2020 Aug 11 2020 5 comments
Deep Learning Based Text Classification: A Comprehensive Review 386 Jun 23 2020 Jun 25 2020 12 comments
Discovering Symbolic Models from Deep Learning with Inductive Biases 1354 Jun 23 2020 Jun 24 2020 28 comments
Noise or Signal: The Role of Image Backgrounds in Object Recognition 193 Jun 19 2020 Jul 31 2020 5 comments
Big Self-Supervised Models are Strong Semi-Supervised Learners 408 Jun 19 2020 Jun 23 2020 17 comments
Counting Out Time: Class Agnostic Video Repetition Counting in the Wild 191 Jun 18 2020 Jun 28 2020 3 comments
Gradient Estimation with Stochastic Softmax Tricks 256 Jun 16 2020 Jun 21 2020 6 comments
Why Normalizing Flows Fail to DetectOut-of-Distribution Data 184 Jun 16 2020 Aug 05 2020 7 comments
Rethinking Pre-training and Self-training 432 Jun 15 2020 Jun 19 2020 15 comments
Are we done with ImageNet? 187 Jun 15 2020 Oct 13 2020 10 comments
Pruning neural networks without any data by iteratively conserving synaptic flow 345 Jun 13 2020 Jun 20 2020 10 comments
DIVNOISING: Diversity Denoising with Fully Convolutional Variational Autoencoders 248 Jun 12 2020 Jun 22 2020 17 comments
Mind the GAP: Security & Privacy Risks of Contact Tracing Apps 533 Jun 12 2020 Jun 17 2020 9 comments
VirTex: Learning Visual Representations from Textual Annotations 488 Jun 12 2020 Jun 16 2020 14 comments
Linformer: Self-Attention with Linear Complexity 244 Jun 09 2020 Jun 15 2020 10 comments
Online path sampling control with progressive spatio-temporal filtering 195 Jun 09 2020 Jul 14 2020 5 comments
Unsupervised Translation of Programming Languages 4146 Jun 08 2020 Jun 09 2020 65 comments
End-to-End Adversarial Text-to-Speech 354 Jun 08 2020 Jun 10 2020 5 comments
DeepFaceDrawing: Deep Generation of Face Images from Sketches 374 Jun 06 2020 Jun 08 2020 9 comments
The why, how, and when of representations for complex systems 194 Jun 05 2020 Jul 18 2020 14 comments
EAR2FACE: DEEP BIOMETRIC MODALITY MAPPING 366 Jun 04 2020 Jun 06 2020 22 comments
Flows for simultaneous manifold learning and density estimation 336 Jun 04 2020 Jun 07 2020 13 comments
Blockchain is Watching You: Profiling and Deanonymizing Ethereum Users 252 Jun 04 2020 Jun 05 2020 16 comments
Learning To Classify Images Without Labels 208 Jun 02 2020 Jul 08 2020 10 comments
Fast Probabilistic Consensus with Weighted Votes 235 Jun 02 2020 Jun 04 2020 8 comments
Movement Pruning: Adaptive Sparsity by Fine-Tuning 853 Jun 01 2020 May 20 2020 21 comments
Graph Neural Networks Meet Neural-Symbolic Computing: A Survey and Perspective 244 Jun 01 2020 May 26 2020 18 comments
Language Models are Few-Shot Learners 2781 May 31 2020 May 30 2020 112 comments
Language (Technology) is Power: A Critical Survey of “Bias” in NLP 231 May 29 2020 Jun 26 2020 16 comments
MOPO: Model-based Offline Policy Optimization 245 May 28 2020 Jul 22 2020 6 comments
End-to-End Object Detection with Transformers 633 May 27 2020 May 29 2020 11 comments
Living Machines: A study of atypical animacy 184 May 27 2020 Oct 04 2020 20 comments
Retrieval-Augmented Generation for Knowledge-Intensive NLP Tasks 517 May 26 2020 May 28 2020 17 comments
On the Nuisance of Control Variables in Regression Analysis 277 May 22 2020 May 24 2020 15 comments
Large-scale comparison of bibliographic data sources: Scopus, Web of Science, Dimensions, Crossref, and Microsoft Academic 223 May 22 2020 May 31 2020 8 comments
Creating High Resolution Images with a Latent Adversarial Generator 427 May 21 2020 May 23 2020 9 comments
Efficient and Scalable Bayesian Neural Nets with Rank-1 Factors 204 May 18 2020 Jun 02 2020 6 comments
‘WARRIORS OF THE WORD’ - DECIPHERING LYRICAL TOPICS IN MUSIC AND THEIR CONNECTION TO AUDIO FEATURE DIMENSIONS BASED ON A CORPUS OF OVER 100,000 METAL SONGS 282 May 18 2020 May 19 2020 5 comments
Prototypical Contrastive Learning of Unsupervised Representations 213 May 16 2020 Jul 19 2020 7 comments
The Hateful Memes Challenge: Detecting Hate Speech in Multimodal Memes 207 May 12 2020 Jun 01 2020 10 comments
Machine Learning on Graphs: A Model and Comprehensive Taxonomy 336 May 11 2020 May 14 2020 8 comments
A neural network walks into a lab: towards using deep nets as models for human behavior 226 May 09 2020 May 25 2020 10 comments
A Metric Learning Reality Check 995 May 09 2020 May 11 2020 35 comments
Prescribed Generative Adversarial Networks 533 May 09 2020 Nov 03 2019 18 comments
We Know What They’ve Been Put Through: Revisiting High-scalability Blockchain Transactions 303 May 08 2020 May 13 2020 32 comments
The Newspaper Navigator Dataset: Extracting And Analyzing Visual Content from 16 Million Historic Newspaper Pages in Chronicling America 214 May 05 2020 May 21 2020 15 comments
Open Graph Benchmark: Datasets for Machine Learning on Graphs 398 May 05 2020 Jun 18 2020 11 comments
SYNTHESIZER: Rethinking Self-Attention in Transformer Models 347 May 05 2020 May 08 2020 10 comments
Offline Reinforcement Learning: Tutorial, Review, and Perspectives on Open Problems 305 May 05 2020 Jul 15 2020 12 comments
TTNet: Real-time temporal and spatial video analysis of table tennis 940 May 03 2020 May 07 2020 27 comments
Investigating Transferability in Pretrained Language Models 171 May 02 2020 5 comments
TLDR: Extreme Summarization of Scientific Documents 249 May 01 2020 May 15 2020 10 comments
Zero-shot Entity Linking with Dense Entity Retrieval 191 May 01 2020 Oct 15 2020 3 comments
Explainable Deep Learning: A Field Guide for the Uninitiated 572 May 01 2020 May 03 2020 15 comments
CNN EXPLAINER: Learning Convolutional Neural Networks with Interactive Visualization 518 May 01 2020 May 04 2020 16 comments
Consistent Video Depth Estimation 1035 May 01 2020 May 02 2020 23 comments
Reinforcement Learning with Augmented Data 184 May 01 2020 Jul 24 2020 8 comments
Neural Additive Models: Interpretable Machine Learning with Neural Nets 169 Apr 30 2020 12 comments
The AI Economist: Improving Equality and Productivity with AI-Driven Tax Policies 1302 Apr 29 2020 May 01 2020 37 comments
ONCE-FOR-ALL: TRAIN ONE NETWORK AND SPECIALIZE IT FOR EFFICIENT DEPLOYMENT 176 Apr 29 2020 3 comments
Recipes for building an open-domain chatbot 611 Apr 29 2020 May 05 2020 28 comments
Image Augmentation Is All You Need: Regularizing Deep Reinforcement Learning from Pixels 420 Apr 29 2020 May 06 2020 22 comments
Paxos vs Raft: Have we reached consensus on distributed consensus? 401 Apr 27 2020 Apr 29 2020 10 comments
NASA Neural Articulated Shape Approximation 431 Apr 24 2020 Apr 28 2020 11 comments
Supervised Contrastive Learning 329 Apr 24 2020 May 10 2020 13 comments
YOLOv4: Optimal Speed and Accuracy of Object Detection 802 Apr 24 2020 Apr 26 2020 18 comments
Chip Placement with Deep Reinforcement Learning 661 Apr 23 2020 Apr 25 2020 20 comments
Training with Quantization Noise for Extreme Model Compression 174 Apr 23 2020 6 comments
Imputer: Sequence Modelling via Imputation and Dynamic Programming 181 Apr 23 2020 Aug 18 2020 7 comments
Non-Autoregressive Machine Translation with Latent Alignments 180 Apr 23 2020 Aug 20 2020 4 comments
Unpaired Photo-to-manga Translation Based on The Methodology of Manga Drawing 2267 Apr 23 2020 Apr 24 2020 3 comments
Adversarial Latent Autoencoders 358 Apr 22 2020 Apr 27 2020 8 comments
Experience Grounds Language 298 Apr 22 2020 May 16 2020 21 comments
MASAKHANE - MACHINE TRANSLATION FOR AFRICA 250 Apr 21 2020 Apr 30 2020 14 comments
How recurrent networks implement contextual processing in sentiment analysis 415 Apr 20 2020 Apr 23 2020 14 comments
Do We Need Zero Training Loss A‰er Achieving Zero Training Error? 448 Apr 20 2020 Apr 22 2020 6 comments
YuruGAN: Yuru-Chara Mascot Generator Using Generative Adversarial Networks With Clustering Small Dataset 202 Apr 20 2020 May 18 2020 1 comments
The A-Z of the PhD Trajectory 336 Apr 20 2020 May 09 2020 1 comments
Shortcut Learning in Deep Neural Networks 501 Apr 17 2020 May 22 2020 19 comments
If deep learning is the answer, then what is the question? 283 Apr 17 2020 Apr 21 2020 9 comments
Why Do Line Drawings Work? A Realism Hypothesis 361 Apr 17 2020 Apr 19 2020 2 comments
Toward Trustworthy AI Development: Mechanisms for Supporting Verifiable Claims 271 Apr 16 2020 Apr 20 2020 30 comments
At the Interface of Algebra and Statistics 661 Apr 14 2020 Apr 15 2020 21 comments
XTREME: A Massively Multilingual Multi-task Benchmark for Evaluating Cross-lingual Generalization 431 Apr 13 2020 Apr 16 2020 16 comments
Longformer: The Long-Document Transformer 249 Apr 13 2020 May 12 2020 12 comments
LEARNING TO EXPLORE USING ACTIVE NEURAL SLAM 243 Apr 13 2020 Apr 18 2020 4 comments
V0LTpwn: Attacking x86 Processor Integrity from Software 182 Apr 12 2020 Aug 07 2020 8 comments
Improved Price Oracles: Constant Function Market Makers 340 Apr 12 2020 Apr 17 2020 17 comments
ARCH: Animatable Reconstruction of Clothed Humans 188 Apr 10 2020 Jul 09 2020 3 comments
State of the Art on Neural Rendering 247 Apr 09 2020 May 17 2020 12 comments
CURL: Contrastive Unsupervised Representations for Reinforcement Learning 375 Apr 09 2020 Apr 11 2020 13 comments
AutoAugment: Learning Augmentation Strategies from Data 186 Apr 08 2020 Jul 17 2020 4 comments
Evolving Normalization-Activation Layers 665 Apr 08 2020 Apr 09 2020 19 comments
GANSpace: Discovering Interpretable GAN Controls 266 Apr 07 2020 Apr 10 2020 7 comments
Evaluating NLP Models via Contrast Sets 202 Apr 07 2020 May 27 2020 5 comments
Self-Supervised Scene De-occlusion 418 Apr 07 2020 Apr 08 2020 6 comments
Learning to See Through Obstructions 223 Apr 07 2020 Apr 12 2020 8 comments
Suphx: Mastering Mahjong with Deep Reinforcement Learning 359 Apr 05 2020 Apr 07 2020 4 comments
ARCHITECTURE FOR A MULTILINGUAL WIKIPEDIA 180 Apr 01 2020 Sep 02 2020 5 comments
How to do Research At the MIT AI Lab 252 Apr 01 2020 Apr 03 2020 6 comments
Modeling 3D Shapes by Reinforcement Learning 216 Mar 30 2020 Apr 02 2020 6 comments
A Survey of Deep Learning for Scientific Discovery 730 Mar 27 2020 Mar 29 2020 28 comments
Elle: Inferring Isolation Anomalies from Experimental Observations 267 Mar 25 2020 Mar 28 2020 7 comments
Meta Pseudo Labels 229 Mar 25 2020 Mar 30 2020 4 comments
Neural Networks are Surprisingly Modular 230 Mar 22 2020 Mar 24 2020 6 comments
Enhanced POET: Open-Ended Reinforcement Learning through Unbounded Invention of Learning Challenges and their Solutions 326 Mar 20 2020 Mar 27 2020 27 comments
NeRF: Representing Scenes as Neural Radiance Fields for View Synthesis 1623 Mar 20 2020 Mar 22 2020 20 comments
Pre-trained Models for Natural Language Processing: A Survey 286 Mar 19 2020 Apr 04 2020 11 comments
Neuroevolution of Self-Interpretable Agents 503 Mar 19 2020 Mar 20 2020 12 comments
Burst Denoising of Dark Images 299 Mar 18 2020 Mar 19 2020 2 comments
Serverless in the Wild: Characterizing and Optimizing the Serverless Workload at a Large Cloud Provider 180 Mar 14 2020 Aug 19 2020 12 comments
NEURAL TANGENTS: FAST AND EASY INFINITE NEURAL NETWORKS IN PYTHON 523 Mar 13 2020 Dec 24 2019 10 comments
WELL-READ STUDENTS LEARN BETTER: ON THE IMPORTANCE OF PRE-TRAINING COMPACT MODELS 416 Mar 11 2020 Mar 18 2020 13 comments
LAGRANGIAN NEURAL NETWORKS 376 Mar 11 2020 Mar 17 2020 13 comments
AutoML-Zero: Evolving Machine Learning Algorithms From Scratch 1759 Mar 10 2020 Mar 14 2020 41 comments
Learning to Simulate Complex Physics with Graph Networks 1023 Mar 10 2020 Mar 15 2020 19 comments
The importance of transparency and reproducibility in artificial intelligence research 410 Mar 10 2020 Mar 16 2020 35 comments
StyleGAN2 Distillation for Feed-forward Image Manipulation 469 Mar 10 2020 Mar 12 2020 11 comments
TensorFlow Quantum: A Software Framework for Quantum Machine Learning 341 Mar 09 2020 Mar 13 2020 18 comments
SLIDE : IN DEFENSE OF SMART ALGORITHMS OVER HARDWARE ACCELERATION FOR LARGE-SCALE DEEP LEARNING SYSTEMS 237 Mar 07 2020 Mar 10 2020 16 comments
SYSTEMATIC OVERESTIMATION OF MACHINE LEARNING PERFORMANCE IN NEUROIMAGING STUDIES OF DEPRESSION 324 Mar 06 2020 Mar 11 2020 17 comments
Knowledge Graphs 349 Mar 06 2020 Mar 08 2020 27 comments
Train Large, Then Compress: Rethinking Model Size for Efficient Training and Inference of Transformers 556 Mar 05 2020 Mar 07 2020 14 comments
Rethinking Parameter Counting in Deep Models: Effective Dimensionality Revisited 182 Mar 05 2020 Aug 10 2020 10 comments
Augmented Cyclic Consistency Regularization for Unpaired Image-to-Image Translation 319 Mar 03 2020 Mar 04 2020 0 comments
Benchmarking Graph Neural Networks 368 Mar 03 2020 Mar 05 2020 11 comments
A Free-Energy Principle for Representation Learning 221 Mar 02 2020 Apr 13 2020 3 comments
Adversarial Deepfakes: Evaluating Vulnerability of Deepfake Detectors to Adversarial Examples 192 Mar 02 2020 Jun 12 2020 9 comments
Generalizing Convolutional Neural Networks for Equivariance to Lie Groups on Arbitrary Continuous Data 214 Mar 02 2020 Jul 23 2020 12 comments
Learning to Shade Hand-drawn Sketches 409 Feb 29 2020 Mar 03 2020 3 comments
A Primer in BERTology: What we know about how BERT works 918 Feb 28 2020 Mar 01 2020 23 comments
PolyGen: An Autoregressive Generative Model of 3D Meshes 684 Feb 26 2020 Feb 28 2020 16 comments
MLIR: A Compiler Infrastructure for the End of Moore’s Law 210 Feb 26 2020 Mar 25 2020 12 comments
Batch Normalization Biases Deep Residual Networks Towards Shallow Paths 283 Feb 25 2020 Feb 27 2020 9 comments
Learning to Continually Learn 300 Feb 25 2020 Mar 02 2020 10 comments
The Open Images Dataset V4 176 Feb 25 2020 4 comments
Unsupervised Question Decomposition for Question Answering 182 Feb 25 2020 Oct 14 2020 5 comments
Fast Differentiable Sorting and Ranking 403 Feb 21 2020 Feb 26 2020 16 comments
MonoLayout: Amodal scene layout from a single image 181 Feb 21 2020 Aug 08 2020 5 comments
KaoKore: A Pre-modern Japanese Art Facial Expression Dataset 249 Feb 21 2020 Apr 14 2020 5 comments
Bayesian Deep Learning and a Probabilistic Perspective of Generalization 552 Feb 21 2020 Feb 22 2020 18 comments
Reliance on Metrics is a Fundamental Challenge for AI 220 Feb 21 2020 Jun 03 2020 17 comments
PointRend: Image Segmentation as Rendering 199 Feb 20 2020 Apr 01 2020 11 comments
Fine-Tuning Pretrained Language Models: Weight Initializations, Data Orders, and Early Stopping 465 Feb 18 2020 Feb 25 2020 20 comments
Deep Learning for Financial Applications : A Survey 221 Feb 18 2020 Mar 21 2020 2 comments
Deep learning of dynamical attractors from time series measurements 329 Feb 17 2020 Feb 19 2020 8 comments
WeatherBench: A benchmark dataset for data-driven weather forecasting 279 Feb 17 2020 Feb 20 2020 8 comments
The Next Decade in AI: Four Steps Towards Robust Artificial Intelligence 1213 Feb 17 2020 Feb 18 2020 89 comments
GANILLA: Generative Adversarial Networks for Image to Illustration Translation 244 Feb 16 2020 Feb 23 2020 4 comments
A Simple Framework for Contrastive Learning of Visual Representations 1524 Feb 14 2020 Feb 16 2020 26 comments
Representation Learning with Contrastive Predictive Coding 275 Feb 14 2020 Feb 17 2020 8 comments
Multi-task Self-Supervised Visual Learning 248 Feb 14 2020 Feb 21 2020 5 comments
Up to two billion times acceleration of scientific simulations with deep neural architecture search 244 Feb 13 2020 Feb 24 2020 14 comments
Machine Learning in Python: Main developments and technology trends in data science, machine learning, and artificial intelligence 575 Feb 13 2020 Feb 14 2020 23 comments
SketchTransfer: A Challenging New Task for Exploring Detail-Invariance and the Abstractions Learned by Deep Networks 199 Feb 12 2020 Mar 23 2020 6 comments
Wearable Microphone Jamming 407 Feb 11 2020 Feb 12 2020 12 comments
Deep Learning: A Critical Appraisal 140 Feb 10 2020 11 comments
Breaking the Curse of Dimensionality with Convex Neural Networks 172 Feb 08 2020 2 comments
An introduction to state-space modeling of ecological time series 303 Feb 07 2020 Feb 10 2020 14 comments
How Good is the Bayes Posterior in Deep Neural Networks Really? 414 Feb 07 2020 Feb 09 2020 16 comments
Rethinking the maturity of artificial intelligence in safety-critical settings 321 Feb 06 2020 Feb 15 2020 25 comments
Proving the Lottery Ticket Hypothesis: Pruning is All You Need 274 Feb 05 2020 Mar 09 2020 6 comments
Towards a Human-like Open-Domain Chatbot 1970 Jan 28 2020 Jan 30 2020 53 comments
“The Human Body is a Black Box”: Supporting Clinical Decision-Making with Deep Learning 199 Jan 28 2020 Mar 31 2020 16 comments
PCGRL: Procedural Content Generation via Reinforcement Learning 214 Jan 28 2020 Apr 05 2020 13 comments
FlauBERT: Unsupervised Language Model Pre-training for French 352 Jan 27 2020 Jan 29 2020 15 comments
CamemBERT: a Tasty French Language Model 230 Jan 27 2020 Feb 04 2020 4 comments
RobBERT: a Dutch RoBERTa-based Language Model 257 Jan 27 2020 Feb 02 2020 8 comments
ALBERTO: Italian BERT Language Understanding Model for NLP Challenging Tasks Based on Tweets 198 Jan 27 2020 Feb 06 2020 3 comments
On the Continuity of Rotation Representations in Neural Networks 254 Jan 26 2020 Feb 01 2020 4 comments
Multilingual Denoising Pre-training for Neural Machine Translation 551 Jan 24 2020 Jan 28 2020 13 comments
FAST IS BETTER THAN FREE: REVISITING ADVERSARIAL TRAINING 214 Jan 24 2020 Feb 05 2020 4 comments
Towards Robust Monocular Depth Estimation: Mixing Datasets for Zero-shot Cross-dataset Transfer 209 Jan 24 2020 Jun 11 2020 8 comments
Q-LEARNING IN ENORMOUS ACTION SPACES VIA AMORTIZED APPROXIMATE MAXIMIZATION 426 Jan 23 2020 Jan 25 2020 7 comments
FixMatch: Simplifying Semi-Supervised Learning with Consistency and Confidence 787 Jan 22 2020 Jan 24 2020 16 comments
Convolutional Neural Networks as a Model of the Visual System: Past, Present, and Future 249 Jan 22 2020 Jan 31 2020 4 comments
Compounding the Performance Improvements of Assembled Techniques in a Convolutional Neural Network 311 Jan 21 2020 Jan 26 2020 11 comments
Overly Optimistic Prediction Results on Imbalanced Data: Flaws and Benefits of Applying Over-sampling 254 Jan 20 2020 Jan 23 2020 9 comments
Sideways: Depth-Parallel Training of Video Models 424 Jan 20 2020 Jan 22 2020 8 comments
DeepStereo: Learning to Predict New Views from the World’s Imagery 304 Jan 18 2020 Jan 21 2020 7 comments
Machine Learning for Precipitation Nowcasting from Radar Images 219 Jan 16 2020 Jan 19 2020 3 comments
Robot Rights? Let’s Talk about Human Welfare Instead 880 Jan 16 2020 Jan 18 2020 73 comments
SMOOTH MARKETS: A BASIC MECHANISM FOR ORGANIZING GRADIENT-BASED LEARNERS 178 Jan 16 2020 Sep 07 2020 2 comments
Energy and Policy Considerations for Deep Learning in NLP 910 Jan 12 2020 Jun 26 2019 72 comments
Neural Data Server: A Large-Scale Search Engine for Transfer Learning Data 249 Jan 11 2020 Jan 17 2020 10 comments
What Does BERT Look At? An Analysis of BERT’s Attention 464 Jan 10 2020 Jun 24 2019 15 comments
ON THE RELATIONSHIP BETWEEN SELF-ATTENTION AND CONVOLUTIONAL LAYERS 449 Jan 10 2020 Jan 16 2020 7 comments
Scalable Gradients for Stochastic Differential Equations 270 Jan 09 2020 Jan 11 2020 6 comments
A Modern Introduction to Online Learning 372 Jan 01 2020 Jan 03 2020 19 comments
LEARNING NEURAL CAUSAL MODELS FROM UNKNOWN INTERVENTIONS 252 Dec 30 2019 Jan 02 2020 15 comments
Need for Sleep: the Impact of a Night of Sleep Deprivation on Novice Developers’ Performance 466 Dec 30 2019 Apr 21 2019 21 comments
Vid2Game: Controllable Characters Extracted from Real-World Videos 173 Dec 27 2019 5 comments
On the Decentralized Generation of the RSA Moduli in Multi-Party Settings 208 Dec 26 2019 Dec 30 2019 7 comments
The Liar’s Walk Detecting Deception with Gait and Gesture 623 Dec 19 2019 Dec 21 2019 41 comments
Advances and Open Problems in Federated Learning 278 Dec 17 2019 Dec 23 2019 10 comments
Common Voice: A Massively-Multilingual Speech Corpus 372 Dec 17 2019 Dec 20 2019 26 comments
Extending Machine Language Models toward Human-Level Language Understanding 485 Dec 16 2019 Dec 19 2019 14 comments
Roles for Computing in Social Change 345 Dec 12 2019 Feb 03 2020 24 comments
Analyzing and Improving the Image Quality of StyleGAN 780 Dec 12 2019 Dec 14 2019 28 comments
Achieving Robustness in the Wild via Adversarial Mixing with Disentangled Representations 216 Dec 12 2019 Dec 26 2019 5 comments
ALBERT: A LITE BERT FOR SELF-SUPERVISED LEARNING OF LANGUAGE REPRESENTATIONS 249 Dec 11 2019 Dec 27 2019 20 comments
Geometric Capsule Autoencoders for 3D Point Clouds 258 Dec 11 2019 Jan 08 2020 8 comments
Momentum Contrast for Unsupervised Visual Representation Learning 645 Dec 10 2019 Nov 27 2019 16 comments
Self-Supervised Learning of Pretext-Invariant Representations 467 Dec 10 2019 Dec 12 2019 5 comments
YOUR CLASSIFIER IS SECRETLY AN ENERGY BASED MODEL AND YOU SHOULD TREAT IT LIKE ONE 614 Dec 09 2019 Dec 11 2019 23 comments
Training Agents using Upside-Down Reinforcement Learning 192 Dec 09 2019 Jan 10 2020 5 comments
PyTorch: An Imperative Style, High-Performance Deep Learning Library 712 Dec 06 2019 Dec 09 2019 15 comments
Normalizing Flows for Probabilistic Modeling and Inference 608 Dec 06 2019 Dec 08 2019 20 comments
Reconciling modern machine learning and the bias-variance trade-off 1126 Dec 05 2019 Aug 28 2019 29 comments
Tensor Programs I: Wide Feedforward or Recurrent Neural Networks of Any Architecture are Gaussian Processes 857 Dec 05 2019 Dec 07 2019 20 comments
StarGAN v2: Diverse Image Synthesis for Multiple Domains 404 Dec 05 2019 Dec 10 2019 7 comments
DREAM TO CONTROL: LEARNING BEHAVIORS BY LATENT IMAGINATION 218 Dec 04 2019 Jan 12 2020 8 comments
LOGAN: LATENT OPTIMISATION FOR GENERATIVE ADVERSARIAL NETWORKS 470 Dec 03 2019 Dec 06 2019 9 comments
What’s Hidden in a Randomly Weighted Neural Network? 628 Dec 02 2019 Dec 05 2019 24 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 180 Dec 01 2019 Sep 06 2020 5 comments
CONTRASTIVE LEARNING OF STRUCTURED WORLD MODELS 413 Nov 28 2019 Dec 22 2019 15 comments
Single Headed Attention RNN: Stop Thinking With Your Head 1143 Nov 27 2019 Nov 28 2019 53 comments
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