Papers of the day   All papers

All computer science papers

Title Popularity Found Paper of the day Comments
Making an Invisibility Cloak: Real World Adversarial Attacks on Object Detectors 363 Nov 13 2019 Nov 04 2019 6 comments
Visual Concepts and Compositional Voting 225 Nov 10 2019 Nov 12 2019 0 comments
Unsupervised Cross-lingual Representation Learning at Scale 316 Nov 07 2019 Nov 11 2019 12 comments
The Measure of Intelligence 1411 Nov 06 2019 Nov 08 2019 30 comments
Evading Real-Time Person Detectors by Adversarial T-shirt 352 Nov 04 2019 Nov 06 2019 21 comments
Q8BERT: Quantized 8Bit BERT 238 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 249 Nov 01 2019 Nov 07 2019 4 comments
Adversarial NLI: A New Benchmark for Natural Language Understanding 241 Nov 01 2019 Nov 05 2019 10 comments
Prescribed Generative Adversarial Networks 301 Oct 31 2019 Nov 03 2019 11 comments
Learning to Predict Without Looking Ahead: World Models Without Forward Prediction 477 Oct 30 2019 Oct 31 2019 13 comments
Evaluating the Factual Consistency of Abstractive Text Summarization 288 Oct 29 2019 Nov 02 2019 6 comments
SinGAN: Learning a Generative Model from a Single Natural Image 124 Oct 29 2019 6 comments
Differentiable Convex Optimization Layers 293 Oct 28 2019 Oct 30 2019 4 comments
On the Cross-lingual Transferability of Monolingual Representations 167 Oct 28 2019 6 comments
DIFFTAICHI: DIFFERENTIABLE PROGRAMMING FOR PHYSICAL SIMULATION 157 Oct 28 2019 3 comments
Answering Complex Open-domain Questions Through Iterative Query Generation 124 Oct 27 2019 3 comments
Newton vs the machine: solving the chaotic three-body problem using deep neural networks 882 Oct 26 2019 Oct 29 2019 14 comments
Dex: array programming with typed indices 109 Oct 26 2019 2 comments
Troubleshooting Deep Neural Networks 651 Oct 26 2019 Nov 01 2019 4 comments
RoboNet: Large-Scale Multi-Robot Learning 212 Oct 25 2019 Nov 10 2019 4 comments
Machine Learning for Scent: Learning Generalizable Perceptual Representations of Small Molecules 197 Oct 24 2019 13 comments
Episodic Memory in Lifelong Language Learning 463 Oct 24 2019 Sep 15 2019 7 comments
∇SLAM: Dense SLAM meets Automatic Differentiation 137 Oct 24 2019 6 comments
REAL-TIME VISUAL NAVIGATION IN HUGE IMAGE SETS USING SIMILARITY GRAPHS 151 Oct 24 2019 8 comments
Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer 764 Oct 24 2019 Oct 26 2019 21 comments
MultiFiT: Efficient Multi-lingual Language Model Fine-tuning 494 Oct 22 2019 Oct 24 2019 8 comments
Improved Sample Complexities for Deep Networks and Robust Classification via an All-Layer Margin 171 Oct 21 2019 5 comments
On the Utility of Learning about Humans for Human-AI Coordination 159 Oct 21 2019 6 comments
META-LEARNING DEEP ENERGY-BASED MEMORY MODELS 340 Oct 21 2019 Oct 23 2019 7 comments
Hijacking Routes in Payment Channel Networks: A Predictability Tradeoff 290 Oct 21 2019 Oct 11 2019 14 comments
Tiny Video Networks 96 Oct 17 2019 3 comments
MLQA: Evaluating Cross-lingual Extractive Question Answering 139 Oct 17 2019 5 comments
THE VISUAL TASK ADAPTATION BENCHMARK 106 Oct 17 2019 6 comments
Animating Landscape: Self-Supervised Learning of Decoupled Motion and Appearance for Single-Image Video Synthesis 266 Oct 17 2019 Oct 27 2019 5 comments
BOTORCH: PROGRAMMABLE BAYESIAN OPTIMIZATION IN PYTORCH 351 Oct 16 2019 Oct 18 2019 11 comments
Connections between Support Vector Machines, Wasserstein distance and gradient-penalty GANs 503 Oct 16 2019 Oct 22 2019 13 comments
STABILIZING TRANSFORMERS FOR REINFORCEMENT LEARNING 334 Oct 16 2019 Oct 19 2019 9 comments
ON EMPIRICAL COMPARISONS OF OPTIMIZERS FOR DEEP LEARNING 257 Oct 15 2019 Oct 25 2019 5 comments
EXBERT: A Visual Analysis Tool to Explore Learned Representations in Transformers Models 456 Oct 14 2019 Oct 17 2019 12 comments
Hidden Stratification Causes Clinically Meaningful Failures in Machine Learning for Medical Imaging 262 Oct 14 2019 Oct 20 2019 12 comments
Mish: A Self Regularized Non-Monotonic Neural Activation Function 230 Oct 14 2019 Oct 21 2019 2 comments
Transformers: State-of-the-art Natural Language Processing 380 Oct 10 2019 Oct 14 2019 14 comments
TorchBeast: A PyTorch Platform for Distributed RL 194 Oct 09 2019 Oct 16 2019 4 comments
Cubic Stylization 197 Oct 08 2019 6 comments
Harnessing the Power of Infinitely Wide Deep Nets on Small-data Tasks 257 Oct 07 2019 Oct 10 2019 4 comments
GENERALIZED INNER LOOP META-LEARNING 218 Oct 07 2019 Oct 13 2019 4 comments
Invisible Mask: Practical Attacks on Face Recognition with Infrared 181 Oct 04 2019 5 comments
EXASCALE DEEP LEARNING FOR SCIENTIFIC INVERSE PROBLEMS 330 Oct 03 2019 Oct 08 2019 18 comments
Efficient Graph Generation with Graph Recurrent Attention Networks 220 Oct 03 2019 Oct 15 2019 8 comments
DistilBERT, a distilled version of BERT: smaller, faster, cheaper and lighter 155 Oct 03 2019 6 comments
Task-Relevant Adversarial Imitation Learning 185 Oct 03 2019 6 comments
Hidden Trigger Backdoor Attacks 581 Oct 02 2019 Oct 07 2019 1 comments
Hamiltonian Graph Networks with ODE Integrators 198 Oct 01 2019 Nov 13 2019 7 comments
Read, Attend and Comment: A Deep Architecture for Automatic News Comment Generation 972 Sep 30 2019 Oct 02 2019 42 comments
How to factor 2048 bit RSA integers in 8 hours using 20 million noisy qubits 353 Sep 28 2019 Jun 16 2019 25 comments
Neural reparameterization improves structural optimization 376 Sep 28 2019 Oct 03 2019 12 comments
EXTREME LANGUAGE MODEL COMPRESSION WITH OPTIMAL SUBWORDS AND SHARED PROJECTIONS 309 Sep 28 2019 Oct 01 2019 7 comments
A Framework for Data-Driven Robotics 231 Sep 27 2019 Oct 09 2019 6 comments
Liquid Warping GAN: A Unified Framework for Human Motion Imitation, Appearance Transfer and Novel View Synthesis 393 Sep 27 2019 Sep 30 2019 5 comments
DEEP LEARNING FOR SYMBOLIC MATHEMATICS 681 Sep 26 2019 Sep 28 2019 15 comments
Language Models as Knowledge Bases? 684 Sep 26 2019 Sep 06 2019 25 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 170 Sep 26 2019 3 comments
The Curious Case of Neural Text Degeneration 78 Sep 25 2019 6 comments
Rapid Learning or Feature Reuse? Towards Understanding the Effectiveness of MAML 252 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 239 Sep 23 2019 Oct 12 2019 10 comments
Fast and Accurate Least-Mean-Squares Solvers 333 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 128 Sep 20 2019 4 comments
Transfer Learning from Speaker Verification to Multispeaker Text-To-Speech Synthesis 791 Sep 18 2019 Sep 20 2019 18 comments
Overton: A Data System for Monitoring and Improving Machine-Learned Products 352 Sep 16 2019 Sep 21 2019 20 comments
The Bottom-up Evolution of Representations in the Transformer: A Study with Machine Translation and Language Modeling Objectives 332 Sep 16 2019 Sep 18 2019 7 comments
Are We Really Making Much Progress? A Worrying Analysis of Recent Neural Recommendation Approaches 460 Sep 16 2019 Jul 25 2019 43 comments
Modular Meta-Learning with Shrinkage 178 Sep 13 2019 7 comments
A deep learning system for differential diagnosis of skin diseases 247 Sep 13 2019 Sep 17 2019 12 comments
Batch Normalization: Accelerating Deep Network Training b y Reducing Internal Covariate Shift 631 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 298 Sep 11 2019 Sep 19 2019 9 comments
Achieving Verified Robustness to Symbol Substitutions via Interval Bound Propagation 283 Sep 11 2019 Sep 14 2019 5 comments
Meta-Learning with Implicit Gradients 193 Sep 11 2019 Sep 26 2019 4 comments
On Extractive and Abstractive Neural Document Summarization with Transformer Language Models 3322 Sep 10 2019 Sep 12 2019 45 comments
Making Efficient Use of Demonstrations to Solve Hard Exploration Problems 261 Sep 05 2019 Sep 11 2019 5 comments
EINCONV: EXPLORING UNEXPLORED TENSOR DECOMPOSITIONS FOR CONVOLUTIONAL NEURAL NETWORKS 220 Sep 03 2019 Aug 20 2019 2 comments
Progressive Face Super-Resolution via Attention to Facial Landmark 1070 Sep 02 2019 Sep 04 2019 17 comments
Survey and Benchmarking of Machine Learning Accelerators 213 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 195 Aug 27 2019 6 comments
Fusion of Detected Objects in Text for Visual Question Answering 187 Aug 27 2019 4 comments
OpenSpiel: A Framework for Reinforcement Learning in Games 845 Aug 27 2019 Aug 29 2019 12 comments
Deconstructing Lottery Tickets: Zeros, Signs, and the Supermask 60 Aug 26 2019 Aug 27 2019 6 comments
Gated-SCNN: Gated Shape CNNs for Semantic Segmentation 539 Aug 26 2019 Jul 22 2019 11 comments
A Beginner's Guide to the Mathematics of Neural Networks 356 Aug 26 2019 Aug 30 2019 9 comments
Generating High-Resolution Fashion Model Images Wearing Custom Outfits 199 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
Reconciling modern machine learning and the bias-variance trade-off 1029 Aug 23 2019 Aug 28 2019 17 comments
Deep Learning for Generic Object Detection: A Survey 88 Aug 23 2019 4 comments
LXMERT: Learning Cross-Modality Encoder Representations from Transformers 256 Aug 21 2019 Sep 05 2019 8 comments
Tag2Pix: Line Art Colorization Using Text Tag With SECat and Changing Loss 242 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 239 Aug 14 2019 Oct 05 2019 8 comments
Behaviour Suite for Reinforcement Learning 566 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 261 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 226 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 331 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 184 Aug 01 2019 Sep 09 2019 4 comments
Google Research Football: A Novel Reinforcement Learning Environment 318 Jul 30 2019 Aug 01 2019 3 comments
RoBERTa: A Robustly Optimized BERT Pretraining Approach 352 Jul 29 2019 Jul 31 2019 13 comments
Green AI 691 Jul 26 2019 Jul 30 2019 38 comments
AI Feynman: a Physics-Inspired Method for Symbolic Regression 174 Jul 23 2019 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 206 Jul 19 2019 Aug 03 2019 11 comments
The Bach Doodle: approachable music composition with machine learning at scale 210 Jul 18 2019 Aug 02 2019 8 comments
Natural Adversarial Examples 535 Jul 17 2019 Jul 20 2019 12 comments
Deep Flow-Guided Video Inpainting 98 Jul 17 2019 6 comments
What does it mean to understand a neural network? 688 Jul 16 2019 Jul 19 2019 27 comments
Efficient Video Generation on Complex Datasets 333 Jul 16 2019 Jul 21 2019 5 comments
A Deep Generative Model for Graph Layout 760 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 752 Jul 12 2019 Jul 14 2019 15 comments
Sparse Networks from Scratch: Faster Training without Losing Performance 208 Jul 11 2019 Sep 23 2019 6 comments
Learning Representations by Maximizing Mutual Information Across Views 224 Jul 09 2019 Jul 24 2019 10 comments
Large Scale Adversarial Representation Learning 832 Jul 08 2019 Jul 10 2019 16 comments
Invariant Risk Minimization 232 Jul 08 2019 Jul 26 2019 15 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 273 Jul 02 2019 Jul 05 2019 6 comments
Identifying Emotions from Walking Using Affective and Deep Features 186 Jul 02 2019 Aug 14 2019 4 comments
Neural Decipherment via Minimum-Cost Flow: from Ugaritic to Linear B 211 Jul 01 2019 Jul 27 2019 17 comments
PointFlow: 3D Point Cloud Generation with Continuous Normalizing Flows 227 Jul 01 2019 Jul 08 2019 4 comments
Challenging Common Assumptions in the Unsupervised Learning of Disentangled Representations 224 Jul 01 2019 Jun 25 2019 14 comments
Unsupervised Learning of Object Keypoints for Perception and Control 537 Jul 01 2019 Jul 02 2019 8 comments
ORRB - OpenAI Remote Rendering Backend 351 Jun 28 2019 Jul 01 2019 8 comments
What Does BERT Look At? An Analysis of BERT’s Attention 445 Jun 27 2019 Jun 24 2019 13 comments
Regularized Hierarchical Policies for Compositional Transfer in Robotics 225 Jun 27 2019 Jul 04 2019 2 comments
VideoBERT: A Joint Model for Video and Language Representation Learning 237 Jun 27 2019 Sep 07 2019 9 comments
Learning Data Augmentation Strategies for Object Detection 406 Jun 27 2019 Jun 30 2019 9 comments
Mutual exclusivity as a challenge for neural networks 184 Jun 26 2019 Aug 25 2019 6 comments
Monte Carlo Gradient Estimation in Machine Learning 502 Jun 26 2019 Jun 28 2019 15 comments
One neuron is more informative than a deep neural network for aftershock pattern forecasting 185 Jun 25 2019 17 comments
On Variational Bounds of Mutual Information 271 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 59 Jun 21 2019 5 comments
XLNet: Generalized Autoregressive Pretraining for Language Understanding 2058 Jun 20 2019 Jun 21 2019 54 comments
Functional Regularisation for Continual Learning 264 Jun 18 2019 Jun 23 2019 1 comments
Stacked Capsule Autoencoders 286 Jun 18 2019 Jun 22 2019 8 comments
Stand-Alone Self-Attention in Vision Models 273 Jun 17 2019 Sep 10 2019 6 comments
Tackling Climate Change with Machine Learning 1630 Jun 14 2019 Jun 15 2019 110 comments
Weight Agnostic Neural Networks 1337 Jun 12 2019 Jun 13 2019 51 comments
One ticket to win them all: generalizing lottery ticket initializations across datasets and optimizers 191 Jun 10 2019 Sep 08 2019 7 comments
Hamiltonian Neural Networks 269 Jun 10 2019 Jun 14 2019 3 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 939 Jun 09 2019 Jun 12 2019 17 comments
Population Based Augmentation: Efficient Learning of Augmentation Policy Schedules 187 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 231 Jun 07 2019 Aug 17 2019 4 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-2 951 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 207 May 30 2019 Jun 29 2019 6 comments
Defending Against Neural Fake News 281 May 30 2019 Jun 09 2019 14 comments
EfficientNet: Rethinking Model Scaling for Convolutional Neural Networks 1151 May 29 2019 Jun 07 2019 30 comments
Textured Neural Avatars 156 May 29 2019 Jul 15 2019 4 comments
Classification Accuracy Score for Conditional Generative Models 53 May 29 2019 Aug 13 2019 7 comments
An Explicitly Relational Neural Network Architecture 305 May 28 2019 Jun 10 2019 11 comments
Few-Shot Adversarial Learning of Realistic Neural Talking Head Models 62216 May 27 2019 May 23 2019 614 comments
Training Language GANs from Scratch 181 May 27 2019 Jul 11 2019 7 comments
Speech2Face: Learning the Face Behind a Voice 530 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 107 May 25 2019 Jul 28 2019 4 comments
BERT Rediscovers the Classical NLP Pipeline 310 May 24 2019 May 30 2019 14 comments
Data-Efficient Image Recognition with Contrastive Predictive Coding 549 May 23 2019 May 27 2019 11 comments
PaperRobot: Incremental Draft Generation of Scientific Ideas 238 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 369 May 17 2019 Jul 09 2019 8 comments
Energy and Policy Considerations for Deep Learning in NLP 346 May 17 2019 Jun 26 2019 41 comments
Deep Compressed Sensing 189 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 135 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 507 May 15 2019 May 24 2019 22 comments
CompILE: Compositional Imitation Learning and Execution 67 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 111 May 14 2019 Jul 29 2019 4 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 44 May 11 2019 4 comments
Multi-Person Pose Estimation with Enhanced Channel-wise and Spatial Information 35 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 46 May 10 2019 3 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 650 May 09 2019 May 21 2019 21 comments
Meta-learning of Sequential Strategies 196 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 192 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 36 May 07 2019 4 comments
Magic: The Gathering is Turing Complete 549 May 07 2019 May 26 2019 45 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 31 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 28 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 452 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 31 May 01 2019 5 comments
Real numbers, data science and chaos: How to fit any dataset with a single parameter 907 May 01 2019 May 20 2019 35 comments
Generating Long Sequences with Sparse Transformers 34 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 553 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 32 Apr 28 2019 5 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 32 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 51 Apr 24 2019 Sep 01 2019 7 comments
Limitations of adversarial robustness: strong No Free Lunch Theorem 61 Apr 23 2019 Aug 10 2019 7 comments
Attention Augmented Convolutional Networks 39 Apr 23 2019 5 comments
Fooling automated surveillance cameras: adversarial patches to attack person detection 1883 Apr 22 2019 Apr 22 2019 42 comments
Need for Sleep: the Impact of a Night of Sleep Deprivation on Novice Developers’ Performance 257 Apr 20 2019 Apr 21 2019 15 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 118 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 274 Feb 05 2019 Aug 04 2019 10 comments
Revisiting Self-Supervised Visual Representation Learning 38 Feb 03 2019 2 comments
Coupled Generative Adversarial Networks 154 Jan 15 2019 4 comments
UNSUPERVISED REPRESENTATION LEARNING WITH DEEP CONVOLUTIONAL GENERATIVE ADVERSARIAL NETWORKS 167 Jan 15 2019 Jul 16 2019 7 comments
Generative Adversarial Nets 172 Jan 15 2019 5 comments
A mathematical theory of semantic development in deep neural networks 221 Oct 28 2018 Jul 03 2019 7 comments
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding 153 Oct 12 2018 14 comments
The Information Autoencoding Family: A Lagrangian Perspective on Latent Variable Generative Models 27 Jun 20 2018 1 comments
The Surprising Creativity of Digital Evolution: A Collection of Anecdotes from the Evolutionary Computation and Artificial Life Research Communities 254 Apr 13 2018 Aug 22 2019 14 comments
Reward Tampering Problems and Solutions in Reinforcement Learning 203 Apr 13 2018 Sep 25 2019 7 comments
Deep Learning: A Critical Appraisal 66 Jan 03 2018 10 comments
A systematic study of the class imbalance problem in convolutional neural networks 118 Oct 17 2017 6 comments