Papers of the day   All papers

By monitoring social networks we find most discussed computer science papers. Once a day we publish the most discussed CS paper at Twitter @HotCompScience. Contact email: contacts@hotcomputerscience.com

Papers of the day

Title Popularity Published Comments
STABILIZING TRANSFORMERS FOR REINFORCEMENT LEARNING 298 Oct 19 2019 8 comments
BOTORCH: PROGRAMMABLE BAYESIAN OPTIMIZATION IN PYTORCH 315 Oct 18 2019 8 comments
EXBERT: A Visual Analysis Tool to Explore Learned Representations in Transformers Models 445 Oct 17 2019 12 comments
TorchBeast: A PyTorch Platform for Distributed RL 194 Oct 16 2019 4 comments
Efficient Graph Generation with Graph Recurrent Attention Networks 195 Oct 15 2019 6 comments
Transformers: State-of-the-art Natural Language Processing 378 Oct 14 2019 13 comments
GENERALIZED INNER LOOP META-LEARNING 210 Oct 13 2019 4 comments
Making the Invisible Visible: Action Recognition Through Walls and Occlusions 234 Oct 12 2019 10 comments
Hijacking Routes in Payment Channel Networks: A Predictability Tradeoff 228 Oct 11 2019 9 comments
Harnessing the Power of Infinitely Wide Deep Nets on Small-data Tasks 250 Oct 10 2019 4 comments
A Framework for Data-Driven Robotics 228 Oct 09 2019 6 comments
EXASCALE DEEP LEARNING FOR SCIENTIFIC INVERSE PROBLEMS 327 Oct 08 2019 17 comments
Hidden Trigger Backdoor Attacks 579 Oct 07 2019 1 comments
Are We Modeling the Task or the Annotator? An Investigation of Annotator Bias in Natural Language Understanding Datasets 227 Oct 06 2019 7 comments
NEURAL TEXT DEGENERATION WITH UNLIKELIHOOD TRAINING 235 Oct 05 2019 8 comments
Rapid Learning or Feature Reuse? Towards Understanding the Effectiveness of MAML 252 Oct 04 2019 6 comments
Neural reparameterization improves structural optimization 349 Oct 03 2019 11 comments
Read, Attend and Comment: A Deep Architecture for Automatic News Comment Generation 921 Oct 02 2019 39 comments
EXTREME LANGUAGE MODEL COMPRESSION WITH OPTIMAL SUBWORDS AND SHARED PROJECTIONS 307 Oct 01 2019 7 comments
Liquid Warping GAN: A Unified Framework for Human Motion Imitation, Appearance Transfer and Novel View Synthesis 389 Sep 30 2019 5 comments
HIGH FIDELITY SPEECH SYNTHESIS WITH ADVERSARIAL NETWORKS 442 Sep 29 2019 4 comments
DEEP LEARNING FOR SYMBOLIC MATHEMATICS 667 Sep 28 2019 14 comments
MIMII DATASET: SOUND DATASET FOR MALFUNCTIONING INDUSTRIAL MACHINE INVESTIGATION AND INSPECTION 380 Sep 27 2019 6 comments
Meta-Learning with Implicit Gradients 191 Sep 26 2019 4 comments
Reward Tampering Problems and Solutions in Reinforcement Learning 201 Sep 25 2019 7 comments
Fast and Accurate Least-Mean-Squares Solvers 332 Sep 24 2019 1 comments
Sparse Networks from Scratch: Faster Training without Losing Performance 207 Sep 23 2019 6 comments
Factoring Integers Using SIMD Sieves 281 Sep 22 2019 4 comments
Overton: A Data System for Monitoring and Improving Machine-Learned Products 333 Sep 21 2019 20 comments
Transfer Learning from Speaker Verification to Multispeaker Text-To-Speech Synthesis 743 Sep 20 2019 13 comments
DeepPrivacy: A Generative Adversarial Network for Face Anonymization 298 Sep 19 2019 9 comments
The Bottom-up Evolution of Representations in the Transformer: A Study with Machine Translation and Language Modeling Objectives 316 Sep 18 2019 5 comments
A deep learning system for differential diagnosis of skin diseases 246 Sep 17 2019 12 comments
Survey and Benchmarking of Machine Learning Accelerators 213 Sep 16 2019 5 comments
Episodic Memory in Lifelong Language Learning 240 Sep 15 2019 6 comments
Achieving Verified Robustness to Symbol Substitutions via Interval Bound Propagation 282 Sep 14 2019 5 comments
Batch Normalization: Accelerating Deep Network Training b y Reducing Internal Covariate Shift 627 Sep 13 2019 14 comments
On Extractive and Abstractive Neural Document Summarization with Transformer Language Models 3312 Sep 12 2019 44 comments
Making Efficient Use of Demonstrations to Solve Hard Exploration Problems 260 Sep 11 2019 5 comments
Stand-Alone Self-Attention in Vision Models 273 Sep 10 2019 6 comments
Differentiable Sorting using Optimal Transport: The Sinkhorn CDF and Quantile Operator 184 Sep 09 2019 4 comments
One ticket to win them all: generalizing lottery ticket initializations across datasets and optimizers 190 Sep 08 2019 7 comments
VideoBERT: A Joint Model for Video and Language Representation Learning 234 Sep 07 2019 9 comments
Language Models as Knowledge Bases? 607 Sep 06 2019 19 comments
LXMERT: Learning Cross-Modality Encoder Representations from Transformers 243 Sep 05 2019 7 comments
Progressive Face Super-Resolution via Attention to Facial Landmark 1060 Sep 04 2019 17 comments
Robust Image Colorization using Self Attention based Progressive Generative Adversarial Network 316 Sep 03 2019 18 comments
Cognitive Triaging of Phishing Attacks 47 Sep 02 2019 7 comments
Pseudo-LiDAR from Visual Depth Estimation: Bridging the Gap in 3D Object Detection for Autonomous Driving 51 Sep 01 2019 7 comments
VISUALBERT: A SIMPLE AND PERFORMANT BASELINE FOR VISION AND LANGUAGE 258 Aug 31 2019 8 comments
A Beginner's Guide to the Mathematics of Neural Networks 347 Aug 30 2019 8 comments
OpenSpiel: A Framework for Reinforcement Learning in Games 842 Aug 29 2019 12 comments
Reconciling modern machine learning and the bias-variance trade-off 988 Aug 28 2019 16 comments
Deconstructing Lottery Tickets: Zeros, Signs, and the Supermask 60 Aug 27 2019 6 comments
ONLAY: ONLINE LAYERING FOR SCALABLE ASYNCHRONOUS BFT SYSTEM 51 Aug 26 2019 5 comments
Mutual exclusivity as a challenge for neural networks 184 Aug 25 2019 6 comments
GRAPE DETECTION, SEGMENTATION AND TRACKING USING DEEP NEURAL NETWORKS AND THREE-DIMENSIONAL ASSOCIATION 185 Aug 24 2019 8 comments
Structural Equation Modeling using Computation Graphs 53 Aug 23 2019 4 comments
The Surprising Creativity of Digital Evolution: A Collection of Anecdotes from the Evolutionary Computation and Artificial Life Research Communities 247 Aug 22 2019 12 comments
Tag2Pix: Line Art Colorization Using Text Tag With SECat and Changing Loss 237 Aug 21 2019 1 comments
EINCONV: EXPLORING UNEXPLORED TENSOR DECOMPOSITIONS FOR CONVOLUTIONAL NEURAL NETWORKS 220 Aug 20 2019 2 comments
Computer Science and Metaphysics: A Cross-Fertilization 54 Aug 19 2019 2 comments
ViLBERT: Pretraining Task-Agnostic Visiolinguistic Representations for Vision-and-Language Tasks 226 Aug 18 2019 8 comments
Mesh R-CNN 220 Aug 17 2019 4 comments
Behaviour Suite for Reinforcement Learning 565 Aug 16 2019 9 comments
R-TRANSFORMER: RECURRENT NEURAL NETWORK ENHANCED TRANSFORMER 185 Aug 15 2019 4 comments
Identifying Emotions from Walking Using Affective and Deep Features 186 Aug 14 2019 4 comments
Classification Accuracy Score for Conditional Generative Models 53 Aug 13 2019 7 comments
How to (Properly) Evaluate Cross-Lingual Word Embeddings: On Strong Baselines, Comparative Analyses, and Some Misconceptions 53 Aug 12 2019 1 comments
Meta-Learning with Differentiable Convex Optimization 54 Aug 11 2019 3 comments
Limitations of adversarial robustness: strong No Free Lunch Theorem 61 Aug 10 2019 7 comments
Object Detection in 20 Years: A Survey 102 Aug 09 2019 3 comments
CompILE: Compositional Imitation Learning and Execution 61 Aug 08 2019 4 comments
Fast key-value stores: An idea whose time has come and gone 70 Aug 07 2019 6 comments
U-GAT-IT: Unsupervised Generative Attentional Networks with Adaptive Layer-Instance Normalization for Image-to-Image Translation 330 Aug 06 2019 11 comments
DeepLight: Learning Illumination for Unconstrained Mobile Mixed Reality 93 Aug 05 2019 8 comments
TOWARDS FEDERATED LEARNING AT SCALE: SYSTEM DESIGN 270 Aug 04 2019 10 comments
A Differentiable Programming System to Bridge Machine Learning and Scientific Computing 205 Aug 03 2019 11 comments
The Bach Doodle: approachable music composition with machine learning at scale 209 Aug 02 2019 8 comments
Google Research Football: A Novel Reinforcement Learning Environment 316 Aug 01 2019 3 comments
RoBERTa: A Robustly Optimized BERT Pretraining Approach 350 Jul 31 2019 13 comments
Green AI 515 Jul 30 2019 34 comments
CutMix: Regularization Strategy to Train Strong Classifiers with Localizable Features 109 Jul 29 2019 4 comments
Kervolutional Neural Networks 107 Jul 28 2019 4 comments
Neural Decipherment via Minimum-Cost Flow: from Ugaritic to Linear B 211 Jul 27 2019 17 comments
Invariant Risk Minimization 228 Jul 26 2019 14 comments
Are We Really Making Much Progress? A Worrying Analysis of Recent Neural Recommendation Approaches 458 Jul 25 2019 43 comments
Learning Representations by Maximizing Mutual Information Across Views 224 Jul 24 2019 10 comments
Probing Neural Network Comprehension of Natural Language Arguments 543 Jul 23 2019 21 comments
Gated-SCNN: Gated Shape CNNs for Semantic Segmentation 538 Jul 22 2019 11 comments
Efficient Video Generation on Complex Datasets 333 Jul 21 2019 5 comments
Natural Adversarial Examples 535 Jul 20 2019 12 comments
What does it mean to understand a neural network? 663 Jul 19 2019 24 comments
A Deep Generative Model for Graph Layout 749 Jul 18 2019 6 comments
Learnable Triangulation of Human Pose 135 Jul 17 2019 2 comments
UNSUPERVISED REPRESENTATION LEARNING WITH DEEP CONVOLUTIONAL GENERATIVE ADVERSARIAL NETWORKS 161 Jul 16 2019 7 comments
Textured Neural Avatars 156 Jul 15 2019 4 comments
Large Memory Layers with Product Keys 740 Jul 14 2019 12 comments
The Ramanujan Machine: Automatically Generated Conjectures on Fundamental Constants 264 Jul 13 2019 11 comments
Human-Centered Tools for Coping with Imperfect Algorithms During Medical Decision-Making 180 Jul 12 2019 9 comments
Training Language GANs from Scratch 181 Jul 11 2019 7 comments
Large Scale Adversarial Representation Learning 824 Jul 10 2019 16 comments
Distilling the Knowledge in a Neural Network 363 Jul 09 2019 8 comments
PointFlow: 3D Point Cloud Generation with Continuous Normalizing Flows 227 Jul 08 2019 4 comments
Population Based Augmentation: Efficient Learning of Augmentation Policy Schedules 187 Jul 07 2019 3 comments
Human information processing in complex networks 203 Jul 06 2019 3 comments
Explain Yourself! Leveraging Language Models for Commonsense Reasoning 273 Jul 05 2019 6 comments
Regularized Hierarchical Policies for Compositional Transfer in Robotics 225 Jul 04 2019 2 comments
A mathematical theory of semantic development in deep neural networks 221 Jul 03 2019 7 comments
Unsupervised Learning of Object Keypoints for Perception and Control 465 Jul 02 2019 6 comments
ORRB - OpenAI Remote Rendering Backend 350 Jul 01 2019 8 comments
Learning Data Augmentation Strategies for Object Detection 406 Jun 30 2019 9 comments
SATNet: Bridging deep learning and logical reasoning using a differentiable satisfiability solver 207 Jun 29 2019 6 comments
Monte Carlo Gradient Estimation in Machine Learning 501 Jun 28 2019 15 comments
On Variational Bounds of Mutual Information 261 Jun 27 2019 8 comments
Energy and Policy Considerations for Deep Learning in NLP 334 Jun 26 2019 40 comments
Challenging Common Assumptions in the Unsupervised Learning of Disentangled Representations 224 Jun 25 2019 14 comments
What Does BERT Look At? An Analysis of BERT’s Attention 443 Jun 24 2019 13 comments
Functional Regularisation for Continual Learning 264 Jun 23 2019 1 comments
Stacked Capsule Autoencoders 286 Jun 22 2019 8 comments
XLNet: Generalized Autoregressive Pretraining for Language Understanding 2052 Jun 21 2019 54 comments
Does Object Recognition Work for Everyone? 214 Jun 20 2019 5 comments
The Theory Behind Overfitting, Cross Validation, Regularization, Bagging, and Boosting: Tutorial 213 Jun 19 2019 4 comments
Selfie: Self-supervised Pretraining for Image Embedding 263 Jun 18 2019 11 comments
MelNet: A Generative Model for Audio in the Frequency Domain 240 Jun 17 2019 10 comments
How to factor 2048 bit RSA integers in 8 hours using 20 million noisy qubits 340 Jun 16 2019 24 comments
Tackling Climate Change with Machine Learning 1549 Jun 15 2019 99 comments
Hamiltonian Neural Networks 267 Jun 14 2019 3 comments
Weight Agnostic Neural Networks 1321 Jun 13 2019 51 comments
Visualizing and Measuring the Geometry of BERT 936 Jun 12 2019 17 comments
PaperRobot: Incremental Draft Generation of Scientific Ideas 238 Jun 11 2019 8 comments
An Explicitly Relational Neural Network Architecture 305 Jun 10 2019 11 comments
Defending Against Neural Fake News 278 Jun 09 2019 14 comments
Generating Diverse High-Fidelity Images with VQ-VAE-2 939 Jun 08 2019 20 comments
EfficientNet: Rethinking Model Scaling for Convolutional Neural Networks 1149 Jun 07 2019 29 comments
Searching for MobileNetV3 191 Jun 06 2019 3 comments
VERIFICATION OF NON-LINEAR SPECIFICATIONS FOR NEURAL NETWORKS 184 Jun 05 2019 4 comments
Deep Compressed Sensing 189 Jun 04 2019 8 comments
Meta-learning of Sequential Strategies 196 Jun 03 2019 7 comments
Iterative Reinforcement Learning Based Design of Dynamic Locomotion Skills for Cassie 195 Jun 02 2019 4 comments
Meta-Sim: Learning to Generate Synthetic Datasets 260 Jun 01 2019 7 comments
ABC: A Big CAD Model Dataset For Geometric Deep Learning 234 May 31 2019 8 comments
BERT Rediscovers the Classical NLP Pipeline 310 May 30 2019 14 comments
Speech2Face: Learning the Face Behind a Voice 530 May 29 2019 29 comments
Neural Path Planning: Fixed Time, Near-Optimal Path Generation via Oracle Imitation 237 May 28 2019 7 comments
Data-Efficient Image Recognition with Contrastive Predictive Coding 548 May 27 2019 10 comments
Magic: The Gathering is Turing Complete 515 May 26 2019 41 comments
Graph Matching Networks for Learning the Similarity of Graph Structured Objects 452 May 25 2019 9 comments
MixMatch: A Holistic Approach to Semi-Supervised Learning 492 May 24 2019 18 comments
Few-Shot Adversarial Learning of Realistic Neural Talking Head Models 62185 May 23 2019 614 comments
Unsupervised Data Augmentation 546 May 22 2019 16 comments
Adversarial Examples Are Not Bugs, They Are Features 648 May 21 2019 21 comments
Real numbers, data science and chaos: How to fit any dataset with a single parameter 907 May 20 2019 35 comments
Deep Generative Models for Graphs: Methods & Applications 173 May 19 2019 3 comments
Exploring Randomly Wired Neural Networks for Image Recognition 34 Apr 30 2019 2 comments
Depth from Videos in the Wild: Unsupervised Monocular Depth Learning from Unknown Cameras 164 Apr 26 2019 1 comments
Flash Boys 2.0: Frontrunning, Transaction Reordering, and Consensus Instability in Decentralized Exchanges 115 Apr 25 2019 14 comments
Fooling automated surveillance cameras: adversarial patches to attack person detection 1531 Apr 22 2019 27 comments
Need for Sleep: the Impact of a Night of Sleep Deprivation on Novice Developers’ Performance 254 Apr 21 2019 15 comments