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Recently hyped [1912.02807] Combining Q-Learning and Search with Amortized Value Estimates[1912.02803v1] Neural Tangents: Fast and Easy Infinite Neural Networks in Python[1912.02803] Neural Tangents: Fast and Easy Infinite Neural Networks in Python[1912.02762] Normalizing Flows for Probabilistic Modeling and Inference[1912.02318] Improving Policies via Search in Cooperative Partially Observable Games[1912.02314v1] Computational Mirrors: Blind Inverse Light Transport by Deep Matrix Factorization[1912.02292] Deep Double Descent: Where Bigger Models and More Data Hurt[1912.02178] Fantastic Generalization Measures and Where to Find Them[1912.02175] Differentiation of Blackbox Combinatorial Solvers[1912.01991] Self-Supervised Learning of Pretext-Invariant Representations[1912.01703v1] PyTorch: An Imperative Style, High-Performance Deep Learning Library[1912.01703] PyTorch: An Imperative Style, High-Performance Deep Learning Library[1912.01603] Dream to Control: Learning Behaviors by Latent Imagination[1912.01412v1] Deep Learning for Symbolic Mathematics[1912.00953] LOGAN: Latent Optimisation for Generative Adversarial Networks[1912.00144] Learning Rate Dropout[1911.13300v1] Refinements of Barndorff-Nielsen and Shephard model: an analysis of crude oil price with machine learning[1911.13299v1] What's Hidden in a Randomly Weighted Neural Network?[1911.13299] What's Hidden in a Randomly Weighted Neural Network?[1911.13288v1] Financial Time Series Forecasting with Deep Learning : A Systematic Literature Review: 2005-2019[1911.13282v1] Quantum Computation with Machine-Learning-Controlled Quantum Stuff[1911.13270v1] Transflow Learning: Repurposing Flow Models Without Retraining[1911.12893] GitHub Typo Corpus: A Large-Scale Multilingual Dataset of Misspellings and Grammatical Errors[1911.12391] SimpleBooks: Long-term dependency book dataset with simplified English vocabulary for word-level language modeling[1911.12360v1] How Much Over-parameterization Is Sufficient to Learn Deep ReLU Networks?[1911.12291v1] Fully Unsupervised Probabilistic Noise2Void[1911.12287v1] Your Local GAN: Designing Two Dimensional Local Attention Mechanisms for Generative Models[1911.12247] Contrastive Learning of Structured World Models[1911.11893v1] Visual Physics: Discovering Physical Laws from Videos[1911.11819v1] Cryptocurrency Price Prediction and Trading Strategies Using Support Vector Machines[1911.11763v1] SuperGlue: Learning Feature Matching with Graph Neural Networks[1911.11726v1] Network Embedding: An Overview[1911.11680v1] FAN: Feature Adaptation Network for Surveillance Face Recognition and Normalization[1911.11423v1] Single Headed Attention RNN: Stop Thinking With Your Head[1911.11423] Single Headed Attention RNN: Stop Thinking With Your Head[1911.11134v1] Rigging the Lottery: Making All Tickets Winners[1911.11134] Rigging the Lottery: Making All Tickets Winners[1911.11132v1] A Benchmark for Anomaly Segmentation[1911.10500v1] Causality for Machine Learning[1911.10395v1] Doctor2Vec: Dynamic Doctor Representation Learning for Clinical Trial Recruitment[1911.10317v1] PlantDoc: A Dataset for Visual Plant Disease Detection[1911.09737v1] Filter Response Normalization Layer: Eliminating Batch Dependence in the Training of Deep Neural Networks[1911.09737] Filter Response Normalization Layer: Eliminating Batch Dependence in the Training of Deep Neural Networks[1911.09723v1] Fast Sparse ConvNets[1911.09723] Fast Sparse ConvNets[1911.09709v1] Automatically Neutralizing Subjective Bias in Text[1911.09665v1] Adversarial Examples Improve Image Recognition[1911.09464v1] Quantization Networks[1911.09451] Deep neuroethology of a virtual rodent[1911.09421] The Linear Algebra Mapping Problem[1911.09299] Furnishing Your Room by What You See: An End-to-End Furniture Set Retrieval Framework with Rich Annotated Benchmark Dataset[1911.09199v1] Object-Guided Instance Segmentation for Biological Images[1911.09194v1] Generating Interactive Worlds with Text[1911.09070v1] EfficientDet: Scalable and Efficient Object Detection[1911.09070] EfficientDet: Scalable and Efficient Object Detection[1911.08609v1] Hybrid Composition with IdleBlock: More Efficient Networks for Image Recognition[1911.08459v1] Deep Unsupervised Clustering with Clustered Generator Model[1911.08432v1] Defective Convolutional Layers Learn Robust CNNs[1911.08265v1] Mastering Atari, Go, Chess and Shogi by Planning with a Learned Model[1911.08265] Mastering Atari, Go, Chess and Shogi by Planning with a Learned Model[1911.07681v1] GLMNet: Graph Learning-Matching Networks for Feature Matching[1911.07681] GLMNet: Graph Learning-Matching Networks for Feature Matching[1911.07602v1] The inD Dataset: A Drone Dataset of Naturalistic Road User Trajectories at German Intersections[1911.06987v1] Faster AutoAugment: Learning Augmentation Strategies using Backpropagation[1911.06786v1] Stagewise Knowledge Distillation[1911.06515v1] Likelihood Assignment for Out-of-Distribution Inputs in Deep Generative Models is Sensitive to Prior Distribution Choice[1911.06407v1] Mining News Events from Comparable News Corpora: A Multi-Attribute Proximity Network Modeling Approach[1911.06319v1] The Canonical Distortion Measure for Vector Quantization and Function Approximation[1911.06311v1] Sato: Contextual Semantic Type Detection in Tables[1911.06276v1] LGN-CNN: a biologically inspired CNN architecture[1911.06171v1] Unsupervised Pre-training for Natural Language Generation: A Literature Review[1911.06091v1] EdgeNet: Balancing Accuracy and Performance for Edge-based Convolutional Neural Network Object Detectors[1911.05990v1] Attention on Abstract Visual Reasoning[1911.05954v1] Hierarchical Graph Pooling with Structure Learning[1911.05932v1] GIFT: Learning Transformation-Invariant Dense Visual Descriptors via Group CNNs[1911.05913v1] RWF-2000: An Open Large Scale Video Database for Violence Detection[1911.05904v1] There is Limited Correlation between Coverage and Robustness for Deep Neural Networks[1911.05856v1] SpiralNet++: A Fast and Highly Efficient Mesh Convolution Operator[1911.05781v1] Learning internal representations[1911.05771v1] Machine Learning Based Network Vulnerability Analysis of Industrial Internet of Things[1911.05722v2] Momentum Contrast for Unsupervised Visual Representation Learning[1911.05722] Momentum Contrast for Unsupervised Visual Representation Learning[1911.05289v1] The Deep Learning Revolution and Its Implications for Computer Architecture and Chip Design[1911.05289] The Deep Learning Revolution and Its Implications for Computer Architecture and Chip Design[1911.05268v2] Adversarial Examples in Modern Machine Learning: A Review[1911.05193] Optical Proof of Work[1911.05072v1] Learning From Brains How to Regularize Machines[1911.05063v1] Kaolin: A PyTorch Library for Accelerating 3D Deep Learning Research[1911.04890v1] Recurrent Neural Network Transducer for Audio-Visual Speech Recognition[1911.04738v1] SMILES Transformer: Pre-trained Molecular Fingerprint for Low Data Drug Discovery[1911.04523v1] A Simple Differentiable Programming Language[1911.04448v1] Real-Time Reinforcement Learning[1911.04252v1] Self-training with Noisy Student improves ImageNet classification[1911.04252] Self-training with Noisy Student improves ImageNet classification[1911.03688] ConveRT: Efficient and Accurate Conversational Representations from Transformers[1911.03584v1] On the Relationship between Self-Attention and Convolutional Layers[1911.03437v1] SMART: Robust and Efficient Fine-Tuning for Pre-trained Natural Language Models through Principled Regularized Optimization[1911.03432v1] Penalty Method for Inversion-Free Deep Bilevel Optimization[1911.03380] An analysis of Uniswap markets[1911.03336v1] Hierarchical Clustering for Smart Meter Electricity Loads based on Quantile Autocovariances[1911.03324v1] Transforming Wikipedia into Augmented Data for Query-Focused Summarization[1911.03167] Europarl-ST: A Multilingual Corpus For Speech Translation Of Parliamentary Debates[1911.02559v1] SCL: Towards Accurate Domain Adaptive Object Detection via Gradient Detach Based Stacked Complementary Losses[1911.02557v1] Feedback-Based Self-Learning in Large-Scale Conversational AI Agents[1911.02549v1] MLPerf Inference Benchmark[1911.02508] How can we fool LIME and SHAP? Adversarial Attacks on Post hoc Explanation Methods[1911.02469v1] Don't Blame the ELBO! A Linear VAE Perspective on Posterior Collapse[1911.02425v1] weg2vec: Event embedding for temporal networks[1911.02365v1] Learning to Answer by Learning to Ask: Getting the Best of GPT-2 and BERT Worlds[1911.02150] Fast Transformer Decoding: One Write-Head is All You Need[1911.02001] Dancing to Music[1911.01914v1] A Comparative Analysis of XGBoost[1911.01655v1] High Fidelity Video Prediction with Large Stochastic Recurrent Neural Networks[1911.01600v1] Integrating Dictionary Feature into A Deep Learning Model for Disease Named Entity Recognition[1911.01562] DeepRacer: Educational Autonomous Racing Platform for Experimentation with Sim2Real Reinforcement Learning[1911.01547v2] On the Measure of Intelligence[1911.01547v1] The Measure of Intelligence[1911.01547] The Measure of Intelligence[1911.01382v1] Amortized Population Gibbs Samplers with Neural Sufficient Statistics[1911.01086v1] Evolving Structures in Complex Systems[1911.00792v2] An Algorithm for Routing Capsules in All Domains[1911.00792] An Algorithm for Routing Capsules in All Domains[1911.00536] DialoGPT: Large-Scale Generative Pre-training for Conversational Response Generation[1911.00483v1] Explanation by Progressive Exaggeration[1911.00482v1] High-dimensional Nonlinear Profile Monitoring based on Deep Probabilistic Autoencoders[1911.00473v1] BERT Goes to Law School: Quantifying the Competitive Advantage of Access to Large Legal Corpora in Contract Understanding[1911.00359] CCNet: Extracting High Quality Monolingual Datasets from Web Crawl Data[1910.14673v1] Co-Generation with GANs using AIS based HMC[1910.14670v1] Graph Structured Prediction Energy Networks[1910.14667v1] Making an Invisibility Cloak: Real World Adversarial Attacks on Object Detectors[1910.14667] Making an Invisibility Cloak: Real World Adversarial Attacks on Object Detectors[1910.14613] Neural Assistant: Joint Action Prediction, Response Generation, and Latent Knowledge Reasoning[1910.14599v1] Adversarial NLI: A New Benchmark for Natural Language Understanding[1910.14481v1] Continual Unsupervised Representation Learning[1910.14481] Continual Unsupervised Representation Learning[1910.14442v1] Interactive Gibson: A Benchmark for Interactive Navigation in Cluttered Environments[1910.14270] Parameter Sharing Decoder Pair for Auto Composing[1910.13962v1] Understanding the Role of Momentum in Stochastic Gradient Methods[1910.13796v1] Deep Learning vs. Traditional Computer Vision[1910.13681v1] The Domain Shift Problem of Medical Image Segmentation and Vendor-Adaptation by Unet-GAN[1910.13616] Multimodal Model-Agnostic Meta-Learning via Task-Aware Modulation[1910.13540v1] Small-GAN: Speeding Up GAN Training Using Core-sets[1910.13406] Generalization of Reinforcement Learners with Working and Episodic Memory[1910.13267v1] BPE-Dropout: Simple and Effective Subword Regularization[1910.13267] BPE-Dropout: Simple and Effective Subword Regularization[1910.13233v1] Neural Density Estimation and Likelihood-free Inference[1910.13038v2] Learning to Predict Without Looking Ahead: World Models Without Forward Prediction[1910.13038] Learning to Predict Without Looking Ahead: World Models Without Forward Prediction[1910.13012] Multiplayer AlphaZero[1910.12980] Learning Transferable Graph Exploration[1910.12713v1] Few-shot Video-to-Video Synthesis[1910.12674v1] A Comparison of Neural Network Training Methods for Text Classification[1910.12574v1] A BERT-Based Transfer Learning Approach for Hate Speech Detection in Online Social Media[1910.12478v1] Tensor Programs I: Wide Feedforward or Recurrent Neural Networks of Any Architecture are Gaussian Processes[1910.12478] Tensor Programs I: Wide Feedforward or Recurrent Neural Networks of Any Architecture are Gaussian Processes[1910.12379v1] Landmark Ordinal Embedding[1910.12379] Landmark Ordinal Embedding[1910.12288v1] Modelling heterogeneous distributions with an Uncountable Mixture of Asymmetric Laplacians[1910.12232v1] Neural Network Distiller: A Python Package For DNN Compression Research[1910.12037v1] Region Mutual Information Loss for Semantic Segmentation[1910.12027v1] Consistency Regularization for Generative Adversarial Networks[1910.11858v1] BANANAS: Bayesian Optimization with Neural Architectures for Neural Architecture Search[1910.11856] On the Cross-lingual Transferability of Monolingual Representations[1910.11844v1] Learning to Track Any Object[1910.11797v1] Deep Reinforcement Learning in HOL4[1910.11626v1] Seeing What a GAN Cannot Generate[1910.11534v1] Team PFDet's Methods for Open Images Challenge 2019[1910.11424v1] Capacity, Bandwidth, and Compositionality in Emergent Language Learning[1910.11369v1] Structured Prediction with Projection Oracles[1910.11328v1] Guided Image-to-Image Translation with Bi-Directional Feature Transformation[1910.11099v1] Evading Real-Time Person Detectors by Adversarial T-shirt[1910.11093v1] Scale-Equivariant Steerable Networks[1910.10909v1] ESPnet-TTS: Unified, Reproducible, and Integratable Open Source End-to-End Text-to-Speech Toolkit[1910.10897v1] Meta-World: A Benchmark and Evaluation for Multi-Task and Meta Reinforcement Learning[1910.10703] Metamath Zero: The Cartesian Theorem Prover[1910.10699v1] Contrastive Representation Distillation[1910.10683v2] Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer[1910.10683] Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer[1910.10596v2] Sparse Orthogonal Variational Inference for Gaussian Processes[1910.10481v2] The Task Analysis Cell Assembly Perspective[1910.10088v1] Gaze360: Physically Unconstrained Gaze Estimation in the Wild[1910.10032v1] GPU-Accelerated Viterbi Exact Lattice Decoder for Batched Online and Offline Speech Recognition[1910.10032] GPU-Accelerated Viterbi Exact Lattice Decoder for Batched Online and Offline Speech Recognition[1910.09989v1] Sequence-to-sequence Singing Synthesis Using the Feed-forward Transformer[1910.09532v2] Building Dynamic Knowledge Graphs from Text-based Games[1910.09529v1] Adaptive gradient descent without descent[1910.09471v1] Modelling Generalized Forces with Reinforcement Learning for Sim-to-Real Transfer[1910.09470v1] Self-Supervised Sim-to-Real Adaptation for Visual Robotic Manipulation[1910.08987] Representation Learning for Discovering Phonemic Tone Contours[1910.08525v1] Scheduling the Learning Rate via Hypergradients: New Insights and a New Algorithm[1910.08485v1] Understanding Deep Networks via Extremal Perturbations and Smooth Masks[1910.08350] A Mutual Information Maximization Perspective of Language Representation Learning[1910.08057v1] Graph Embedding VAE: A Permutation Invariant Model of Graph Structure[1910.08041v1] Discrete Residual Flow for Probabilistic Pedestrian Behavior Prediction[1910.07969v1] On Concept-Based Explanations in Deep Neural Networks[1910.07848] Topical Keyphrase Extraction with Hierarchical Semantic Networks[1910.07738v1] A Survey of Deep Learning Techniques for Autonomous Driving[1910.07454v2] An Exponential Learning Rate Schedule for Deep Learning[1910.07425v1] Modeling Sequences with Quantum States: A Look Under the Hood[1910.07423] On the Global Optima of Kernelized Adversarial Representation Learning[1910.07291v1] Newton vs the machine: solving the chaotic three-body problem using deep neural networks[1910.07224] Teacher algorithms for curriculum learning of Deep RL in continuously parameterized environments[1910.07207v1] Soft Actor-Critic for Discrete Action Settings[1910.07192v1] Animating Landscape: Self-Supervised Learning of Decoupled Motion and Appearance for Single-Image Video Synthesis[1910.06962v1] SegSort: Segmentation by Discriminative Sorting of Segments[1910.06961v1] Tiny Video Networks[1910.06922v1] Connections between Support Vector Machines, Wasserstein distance and gradient-penalty GANs[1910.06922] Connections between Support Vector Machines, Wasserstein distance and gradient-penalty GANs[1910.06862v1] Approximate Inference in Discrete Distributions with Monte Carlo Tree Search and Value Functions[1910.06764v1] Stabilizing Transformers for Reinforcement Learning[1910.06727v1] Depth Completion from Sparse LiDAR Data with Depth-Normal Constraints[1910.06663v1] AI Benchmark: All About Deep Learning on Smartphones in 2019[1910.06464v1] Low Bit-Rate Speech Coding with VQ-VAE and a WaveNet Decoder[1910.06456v1] Mixed Pooling Multi-View Attention Autoencoder for Representation Learning in Healthcare[1910.06403] BoTorch: Programmable Bayesian Optimization in PyTorch[1910.06379v1] Dual-path RNN: efficient long sequence modeling for time-domain single-channel speech separation[1910.06262v1] Restoring ancient text using deep learning: a case study on Greek epigraphy[1910.06241v2] Updating Pre-trained Word Vectors and Text Classifiers using Monolingual Alignment[1910.06188v2] Q8BERT: Quantized 8Bit BERT[1910.06169v1] The PGM-index: a multicriteria, compressed and learned approach to data indexing[1910.05929v1] Emergent properties of the local geometry of neural loss landscapes[1910.05929] Emergent properties of the local geometry of neural loss landscapes[1910.05895v1] Transformers without Tears: Improving the Normalization of Self-Attention[1910.05872v1] Rethinking Data Augmentation: Self-Supervision and Self-Distillation[1910.05789] On the Utility of Learning about Humans for Human-AI Coordination[1910.05453v1] vq-wav2vec: Self-Supervised Learning of Discrete Speech Representations[1910.05448v1] Neural Memory Plasticity for Anomaly Detection[1910.05446v1] On Empirical Comparisons of Optimizers for Deep Learning[1910.05433v2] Orchestrating Development Lifecycle of Machine Learning Based IoT Applications: A Survey[1910.05268v1] Improving Gradient Estimation in Evolutionary Strategies With Past Descent Directions[1910.05109] Base64 encoding and decoding at almost the speed of a memory copy[1910.04985v1] VarGFaceNet: An Efficient Variable Group Convolutional Neural Network for Lightweight Face Recognition[1910.04918v1] Deep Learning for Prostate Pathology[1910.04751v1] Panoptic-DeepLab[1910.04742v1] MetaPix: Few-Shot Video Retargeting[1910.04736v2] Studying Software Engineering Patterns for Designing Machine Learning Systems[1910.04732v1] Structured Pruning of Large Language Models[1910.04639v1] Visual Indeterminacy in Generative Neural Art[1910.04536v1] Deep Structured Mixtures of Gaussian Processes[1910.04473v1] Multi-Stage Pathological Image Classification using Semantic Segmentation[1910.04465v1] Searching for A Robust Neural Architecture in Four GPU Hours[1910.04450v1] Hierarchical Reinforcement Learning with Advantage-Based Auxiliary Rewards[1910.04386v1] Dialog on a canvas with a machine[1910.04341v1] Time series classification for varying length series[1910.04324v1] Practical License Plate Recognition in Unconstrained Surveillance Systems with Adversarial Super-Resolution[1910.04302v1] Prescribed Generative Adversarial Networks[1910.04302] Prescribed Generative Adversarial Networks[1910.04301v1] Stochastic Implicit Natural Gradient for Black-box Optimization[1910.04284] Improved Sample Complexities for Deep Networks and Robust Classification via an All-Layer Margin[1910.04254v1] Image Quality Assessment for Rigid Motion Compensation[1910.04241v1] Out-of-distribution Detection in Classifiers via Generation[1910.03810v1] Adversarial Learning of Deepfakes in Accounting[1910.03771v2] HuggingFace's Transformers: State-of-the-art Natural Language Processing[1910.03771v1] Transformers: State-of-the-art Natural Language Processing[1910.03695v1] NADS-Net: A Nimble Architecture for Driver and Seat Belt Detection via Convolutional Neural Networks[1910.03655v1] Executing Instructions in Situated Collaborative Interactions[1910.03641] Linking emotions to behaviors through deep transfer learning[1910.03634v1] Prose for a Painting[1910.03560v1] When Does Self-supervision Improve Few-shot Learning?[1910.03552] TorchBeast: A PyTorch Platform for Distributed RL[1910.03225v1] NGBoost: Natural Gradient Boosting for Probabilistic Prediction[1910.03151v1] ECA-Net: Efficient Channel Attention for Deep Convolutional Neural Networks[1910.03042v1] Gunrock: A Social Bot for Complex and Engaging Long Conversations[1910.02940v1] Deformable Kernels: Adapting Effective Receptive Fields for Object Deformation[1910.02923v1] A Survey on Active Learning and Human-in-the-Loop Deep Learning for Medical Image Analysis[1910.02826v1] Self-Paced Contextual Reinforcement Learning[1910.02822v1] A mathematical theory of cooperative communication[1910.02720] Meta-Learning Deep Energy-Based Memory Models[1910.02629v1] Softmax Is Not an Artificial Trick: An Information-Theoretic View of Softmax in Neural Networks[1910.02550v1] ClearGrasp: 3D Shape Estimation of Transparent Objects for Manipulation[1910.02190v2] Kornia: an Open Source Differentiable Computer Vision Library for PyTorch[1910.02060v1] Neural Puppet: Generative Layered Cartoon Characters[1910.02055v1] Neural Turtle Graphics for Modeling City Road Layouts[1910.01914v1] Multi-subject MEG/EEG source imaging with sparse multi-task regression[1910.01751] Causal Induction from Visual Observations for Goal Directed Tasks[1910.01727v1] Generalized Inner Loop Meta-Learning[1910.01727] Generalized Inner Loop Meta-Learning[1910.01636v1] Self-supervised learning for autonomous vehicles perception: A conciliation between analytical and learning methods[1910.01545] On Universal Approximation by Neural Networks with Uniform Guarantees on Approximation of Infinite Dimensional Maps[1910.01526] Gated Linear Networks[1910.01500v1] MLPerf Training Benchmark[1910.01275v1] A Neural Network for Detailed Human Depth Estimation from a Single Image[1910.01271v1] YOLO Nano: a Highly Compact You Only Look Once Convolutional Neural Network for Object Detection[1910.01122v1] OpenVSLAM: A Versatile Visual SLAM Framework[1910.01108v1] DistilBERT, a distilled version of BERT: smaller, faster, cheaper and lighter[1910.01077v1] Task-Relevant Adversarial Imitation Learning[1910.01077] Task-Relevant Adversarial Imitation Learning[1910.01075v1] Learning Neural Causal Models from Unknown Interventions[1910.01007v1] Unsupervised Doodling and Painting with Improved SPIRAL[1910.01007] Unsupervised Doodling and Painting with Improved SPIRAL[1910.00935] DiffTaichi: Differentiable Programming for Physical Simulation[1910.00927v1] Stabilizing Generative Adversarial Network Training: A Survey[1910.00694v1] RITnet: Real-time Semantic Segmentation of the Eye for Gaze Tracking[1910.00571] Emergent Systematic Generalization in a Situated Agent[1910.00177v2] Advantage-Weighted Regression: Simple and Scalable Off-Policy Reinforcement Learning[1910.00177] Advantage-Weighted Regression: Simple and Scalable Off-Policy Reinforcement Learning[1910.00163v1] Specializing Word Embeddings (for Parsing) by Information Bottleneck[1910.00116v1] DenseRaC: Joint 3D Pose and Shape Estimation by Dense Render-and-Compare[1910.00095v1] Fitting IVIM with Variable Projection and Simplicial Optimization[1910.00033v1] Hidden Trigger Backdoor Attacks Recently Published [1912.02807] Combining Q-Learning and Search with Amortized Value Estimates[1912.02803v1] Neural Tangents: Fast and Easy Infinite Neural Networks in Python[1912.02803] Neural Tangents: Fast and Easy Infinite Neural Networks in Python[1912.02762] Normalizing Flows for Probabilistic Modeling and Inference[1912.02318] Improving Policies via Search in Cooperative Partially Observable Games[1912.02314v1] Computational Mirrors: Blind Inverse Light Transport by Deep Matrix Factorization[1912.02292] Deep Double Descent: Where Bigger Models and More Data Hurt[1912.02178] Fantastic Generalization Measures and Where to Find Them[1912.02175] Differentiation of Blackbox Combinatorial Solvers[1912.01991] Self-Supervised Learning of Pretext-Invariant Representations[1912.01703v1] PyTorch: An Imperative Style, High-Performance Deep Learning Library[1912.01703] PyTorch: An Imperative Style, High-Performance Deep Learning Library[1912.01603] Dream to Control: Learning Behaviors by Latent Imagination[1912.01412v1] Deep Learning for Symbolic Mathematics[1912.00953] LOGAN: Latent Optimisation for Generative Adversarial Networks[1912.00144] Learning Rate Dropout[1911.13300v1] Refinements of Barndorff-Nielsen and Shephard model: an analysis of crude oil price with machine learning[1911.13299v1] What's Hidden in a Randomly Weighted Neural Network?[1911.13299] What's Hidden in a Randomly Weighted Neural Network?[1911.13288v1] Financial Time Series Forecasting with Deep Learning : A Systematic Literature Review: 2005-2019[1911.13282v1] Quantum Computation with Machine-Learning-Controlled Quantum Stuff[1911.13270v1] Transflow Learning: Repurposing Flow Models Without Retraining[1911.12893] GitHub Typo Corpus: A Large-Scale Multilingual Dataset of Misspellings and Grammatical Errors[1911.12391] SimpleBooks: Long-term dependency book dataset with simplified English vocabulary for word-level language modeling[1911.12360v1] How Much Over-parameterization Is Sufficient to Learn Deep ReLU Networks?[1911.12291v1] Fully Unsupervised Probabilistic Noise2Void[1911.12287v1] Your Local GAN: Designing Two Dimensional Local Attention Mechanisms for Generative Models[1911.12247] Contrastive Learning of Structured World Models[1911.11893v1] Visual Physics: Discovering Physical Laws from Videos[1911.11819v1] Cryptocurrency Price Prediction and Trading Strategies Using Support Vector Machines[1911.11763v1] SuperGlue: Learning Feature Matching with Graph Neural Networks[1911.11726v1] Network Embedding: An Overview[1911.11680v1] FAN: Feature Adaptation Network for Surveillance Face Recognition and Normalization[1911.11423v1] Single Headed Attention RNN: Stop Thinking With Your Head[1911.11423] Single Headed Attention RNN: Stop Thinking With Your Head[1911.11134v1] Rigging the Lottery: Making All Tickets Winners[1911.11134] Rigging the Lottery: Making All Tickets Winners[1911.11132v1] A Benchmark for Anomaly Segmentation[1911.10500v1] Causality for Machine Learning[1911.10395v1] Doctor2Vec: Dynamic Doctor Representation Learning for Clinical Trial Recruitment[1911.10317v1] PlantDoc: A Dataset for Visual Plant Disease Detection[1911.09737v1] Filter Response Normalization Layer: Eliminating Batch Dependence in the Training of Deep Neural Networks[1911.09737] Filter Response Normalization Layer: Eliminating Batch Dependence in the Training of Deep Neural Networks[1911.09723v1] Fast Sparse ConvNets[1911.09723] Fast Sparse ConvNets[1911.09709v1] Automatically Neutralizing Subjective Bias in Text[1911.09665v1] Adversarial Examples Improve Image Recognition[1911.09464v1] Quantization Networks[1911.09451] Deep neuroethology of a virtual rodent[1911.09421] The Linear Algebra Mapping Problem[1911.09299] Furnishing Your Room by What You See: An End-to-End Furniture Set Retrieval Framework with Rich Annotated Benchmark Dataset[1911.09199v1] Object-Guided Instance Segmentation for Biological Images[1911.09194v1] Generating Interactive Worlds with Text[1911.09070v1] EfficientDet: Scalable and Efficient Object Detection[1911.09070] EfficientDet: Scalable and Efficient Object Detection[1911.08609v1] Hybrid Composition with IdleBlock: More Efficient Networks for Image Recognition[1911.08459v1] Deep Unsupervised Clustering with Clustered Generator Model[1911.08432v1] Defective Convolutional Layers Learn Robust CNNs[1911.08265v1] Mastering Atari, Go, Chess and Shogi by Planning with a Learned Model[1911.08265] Mastering Atari, Go, Chess and Shogi by Planning with a Learned Model[1911.07681v1] GLMNet: Graph Learning-Matching Networks for Feature Matching[1911.07681] GLMNet: Graph Learning-Matching Networks for Feature Matching[1911.07602v1] The inD Dataset: A Drone Dataset of Naturalistic Road User Trajectories at German Intersections[1911.06987v1] Faster AutoAugment: Learning Augmentation Strategies using Backpropagation[1911.06786v1] Stagewise Knowledge Distillation[1911.06515v1] Likelihood Assignment for Out-of-Distribution Inputs in Deep Generative Models is Sensitive to Prior Distribution Choice[1911.06407v1] Mining News Events from Comparable News Corpora: A Multi-Attribute Proximity Network Modeling Approach[1911.06319v1] The Canonical Distortion Measure for Vector Quantization and Function Approximation[1911.06311v1] Sato: Contextual Semantic Type Detection in Tables[1911.06276v1] LGN-CNN: a biologically inspired CNN architecture[1911.06171v1] Unsupervised Pre-training for Natural Language Generation: A Literature Review[1911.06091v1] EdgeNet: Balancing Accuracy and Performance for Edge-based Convolutional Neural Network Object Detectors[1911.05990v1] Attention on Abstract Visual Reasoning[1911.05954v1] Hierarchical Graph Pooling with Structure Learning[1911.05932v1] GIFT: Learning Transformation-Invariant Dense Visual Descriptors via Group CNNs[1911.05913v1] RWF-2000: An Open Large Scale Video Database for Violence Detection[1911.05904v1] There is Limited Correlation between Coverage and Robustness for Deep Neural Networks[1911.05856v1] SpiralNet++: A Fast and Highly Efficient Mesh Convolution Operator[1911.05781v1] Learning internal representations[1911.05771v1] Machine Learning Based Network Vulnerability Analysis of Industrial Internet of Things[1911.05722v2] Momentum Contrast for Unsupervised Visual Representation Learning[1911.05722] Momentum Contrast for Unsupervised Visual Representation Learning[1911.05289v1] The Deep Learning Revolution and Its Implications for Computer Architecture and Chip Design[1911.05289] The Deep Learning Revolution and Its Implications for Computer Architecture and Chip Design[1911.05268v2] Adversarial Examples in Modern Machine Learning: A Review[1911.05193] Optical Proof of Work[1911.05072v1] Learning From Brains How to Regularize Machines[1911.05063v1] Kaolin: A PyTorch Library for Accelerating 3D Deep Learning Research[1911.04890v1] Recurrent Neural Network Transducer for Audio-Visual Speech Recognition[1911.04738v1] SMILES Transformer: Pre-trained Molecular Fingerprint for Low Data Drug Discovery[1911.04523v1] A Simple Differentiable Programming Language[1911.04448v1] Real-Time Reinforcement Learning[1911.04252v1] Self-training with Noisy Student improves ImageNet classification[1911.04252] Self-training with Noisy Student improves ImageNet classification[1911.03688] ConveRT: Efficient and Accurate Conversational Representations from Transformers[1911.03584v1] On the Relationship between Self-Attention and Convolutional Layers[1911.03437v1] SMART: Robust and Efficient Fine-Tuning for Pre-trained Natural Language Models through Principled Regularized Optimization[1911.03432v1] Penalty Method for Inversion-Free Deep Bilevel Optimization[1911.03380] An analysis of Uniswap markets[1911.03336v1] Hierarchical Clustering for Smart Meter Electricity Loads based on Quantile Autocovariances[1911.03324v1] Transforming Wikipedia into Augmented Data for Query-Focused Summarization[1911.03167] Europarl-ST: A Multilingual Corpus For Speech Translation Of Parliamentary Debates[1911.02559v1] SCL: Towards Accurate Domain Adaptive Object Detection via Gradient Detach Based Stacked Complementary Losses[1911.02557v1] Feedback-Based Self-Learning in Large-Scale Conversational AI Agents[1911.02549v1] MLPerf Inference Benchmark[1911.02508] How can we fool LIME and SHAP? Adversarial Attacks on Post hoc Explanation Methods[1911.02469v1] Don't Blame the ELBO! A Linear VAE Perspective on Posterior Collapse[1911.02425v1] weg2vec: Event embedding for temporal networks[1911.02365v1] Learning to Answer by Learning to Ask: Getting the Best of GPT-2 and BERT Worlds[1911.02150] Fast Transformer Decoding: One Write-Head is All You Need[1911.02001] Dancing to Music[1911.01914v1] A Comparative Analysis of XGBoost[1911.01655v1] High Fidelity Video Prediction with Large Stochastic Recurrent Neural Networks[1911.01600v1] Integrating Dictionary Feature into A Deep Learning Model for Disease Named Entity Recognition[1911.01562] DeepRacer: Educational Autonomous Racing Platform for Experimentation with Sim2Real Reinforcement Learning[1911.01547v2] On the Measure of Intelligence[1911.01547v1] The Measure of Intelligence[1911.01547] The Measure of Intelligence[1911.01382v1] Amortized Population Gibbs Samplers with Neural Sufficient Statistics[1911.01086v1] Evolving Structures in Complex Systems[1911.00792v2] An Algorithm for Routing Capsules in All Domains[1911.00792] An Algorithm for Routing Capsules in All Domains[1911.00536] DialoGPT: Large-Scale Generative Pre-training for Conversational Response Generation[1911.00483v1] Explanation by Progressive Exaggeration[1911.00482v1] High-dimensional Nonlinear Profile Monitoring based on Deep Probabilistic Autoencoders[1911.00473v1] BERT Goes to Law School: Quantifying the Competitive Advantage of Access to Large Legal Corpora in Contract Understanding[1911.00359] CCNet: Extracting High Quality Monolingual Datasets from Web Crawl Data[1910.14673v1] Co-Generation with GANs using AIS based HMC[1910.14670v1] Graph Structured Prediction Energy Networks[1910.14667v1] Making an Invisibility Cloak: Real World Adversarial Attacks on Object Detectors[1910.14667] Making an Invisibility Cloak: Real World Adversarial Attacks on Object Detectors[1910.14613] Neural Assistant: Joint Action Prediction, Response Generation, and Latent Knowledge Reasoning[1910.14599v1] Adversarial NLI: A New Benchmark for Natural Language Understanding[1910.14481v1] Continual Unsupervised Representation Learning[1910.14481] Continual Unsupervised Representation Learning[1910.14442v1] Interactive Gibson: A Benchmark for Interactive Navigation in Cluttered Environments[1910.14270] Parameter Sharing Decoder Pair for Auto Composing[1910.13962v1] Understanding the Role of Momentum in Stochastic Gradient Methods[1910.13796v1] Deep Learning vs. Traditional Computer Vision[1910.13681v1] The Domain Shift Problem of Medical Image Segmentation and Vendor-Adaptation by Unet-GAN[1910.13616] Multimodal Model-Agnostic Meta-Learning via Task-Aware Modulation[1910.13540v1] Small-GAN: Speeding Up GAN Training Using Core-sets[1910.13406] Generalization of Reinforcement Learners with Working and Episodic Memory[1910.13267v1] BPE-Dropout: Simple and Effective Subword Regularization[1910.13267] BPE-Dropout: Simple and Effective Subword Regularization[1910.13233v1] Neural Density Estimation and Likelihood-free Inference[1910.13038v2] Learning to Predict Without Looking Ahead: World Models Without Forward Prediction[1910.13038] Learning to Predict Without Looking Ahead: World Models Without Forward Prediction[1910.13012] Multiplayer AlphaZero[1910.12980] Learning Transferable Graph Exploration[1910.12713v1] Few-shot Video-to-Video Synthesis[1910.12674v1] A Comparison of Neural Network Training Methods for Text Classification[1910.12574v1] A BERT-Based Transfer Learning Approach for Hate Speech Detection in Online Social Media[1910.12478v1] Tensor Programs I: Wide Feedforward or Recurrent Neural Networks of Any Architecture are Gaussian Processes[1910.12478] Tensor Programs I: Wide Feedforward or Recurrent Neural Networks of Any Architecture are Gaussian Processes[1910.12379v1] Landmark Ordinal Embedding[1910.12379] Landmark Ordinal Embedding[1910.12288v1] Modelling heterogeneous distributions with an Uncountable Mixture of Asymmetric Laplacians[1910.12232v1] Neural Network Distiller: A Python Package For DNN Compression Research[1910.12037v1] Region Mutual Information Loss for Semantic Segmentation[1910.12027v1] Consistency Regularization for Generative Adversarial Networks[1910.11858v1] BANANAS: Bayesian Optimization with Neural Architectures for Neural Architecture Search[1910.11856] On the Cross-lingual Transferability of Monolingual Representations[1910.11844v1] Learning to Track Any Object[1910.11797v1] Deep Reinforcement Learning in HOL4[1910.11626v1] Seeing What a GAN Cannot Generate[1910.11534v1] Team PFDet's Methods for Open Images Challenge 2019[1910.11424v1] Capacity, Bandwidth, and Compositionality in Emergent Language Learning[1910.11369v1] Structured Prediction with Projection Oracles[1910.11328v1] Guided Image-to-Image Translation with Bi-Directional Feature Transformation[1910.11328] Guided Image-to-Image Translation with Bi-Directional Feature Transformation[1910.11322] TexturePose: Supervising Human Mesh Estimation with Texture Consistency[1910.11319] Progressive Domain Adaptation for Object Detection[1910.11313] Community-Level Anomaly Detection for Anti-Money Laundering[1910.11306] Controllable Attention for Structured Layered Video Decomposition[1910.11301] Cross-Lingual Vision-Language Navigation[1910.11299] Fraud Detection in Networks: State-of-the-art[1910.11296] Identifying Unknown Instances for Autonomous Driving[1910.11295] ÚFAL MRPipe at MRP 2019: UDPipe Goes Semantic in the Meaning Representation Parsing Shared Task[1910.11292] Predicting In-game Actions From the Language of NBA Players[1910.11285] LPAT: Learning to Predict Adaptive Threshold for Weakly-supervised Temporal Action Localization[1910.11276] Emotion recognition with 4kresolution database[1910.11272] Learning-based real-time method to looking through scattering medium oriented to practical application[1910.11269] Towards Fine-Grained Prosody Control for Voice Conversion[1910.11263] Conversational Emotion Analysis via Attention Mechanisms[1910.11262] How robots in a large group make decisions as a whole? From biological inspiration to the design of distributed algorithms[1910.11256] Pre-training in Deep Reinforcement Learning for Automatic Speech Recognition[1910.11250] Fully-Automatic Semantic Segmentation for Food Intake Tracking in Long-Term Care Homes[1910.11247] A Bayesian Approach to Recurrence in Neural Networks[1910.11242] A context sensitive real-time Spell Checker with language adaptability[1910.11241] NER Models Using Pre-training and Transfer Learning for Healthcare[1910.11240] Intensity-Based Feature Selection for Near Real-Time Damage Diagnosis of Building Structures[1910.11238] Delving into VoxCeleb: environment invariant speaker recognition[1910.11236] Interpretable Text Classification Using CNN and Max-pooling[1910.11235] Rethinking Exposure Bias In Language Modeling[1910.11222] Data hiding in complex-amplitude modulation using a digital micromirror device[1910.11219] A Bayesian nonparametric test for conditional independence[1910.11218] Promoting the Knowledge of Source Syntax in Transformer NMT Is Not Needed[1910.11217] Katyusha Acceleration for Convex Finite-Sum Compositional Optimization[1910.11215] RoboNet: Large-Scale Multi-Robot Learning[1910.11211] A Robust Blind 3-D Mesh Watermarking technique based on SCS quantization and mesh Saliency for Copyright Protection[1910.11204] Syntax-Enhanced Self-Attention-Based Semantic Role Labeling[1910.11185] A blind Robust Image Watermarking Approach exploiting the DFT Magnitude[1910.11174] Speech Emotion Recognition via Contrastive Loss under Siamese Networks[1910.11163] On the geometry of learning neural quantum states[1910.11162] U-Time: A Fully Convolutional Network for Time Series Segmentation Applied to Sleep Staging[1910.11161] Diversifying Topic-Coherent Response Generation for Natural Multi-turn Conversations[1910.11160] Stochastic Channel-Based Federated Learning for Medical Data Privacy Preserving[1910.11148] Learning Priors in High-frequency Domain for Inverse Imaging Reconstruction[1910.11147] DCT Maps: Compact Differentiable Lidar Maps Based on the Cosine Transform[1910.11146] A Maximum Likelihood Approach to Extract Finite Planes from 3-D Laser Scans[1910.11144] A Comparative Study of Neural Network Compression[1910.11143] The Economics of Smart Contracts[1910.11142] Tractable Minor-free Generalization of Planar Zero-field Ising Models[1910.11141] Automatically Batching Control-Intensive Programs for Modern Accelerators[1910.11138] A Context-aware Framework for Detecting Sensor-based Threats on Smart Devices[1910.11133] Bootstrapping deep music separation from primitive auditory grouping principles[1910.11127] Reversible designs for extreme memory cost reduction of CNN training[1910.11126] Sensor fusion using EMG and vision for hand gesture classification in mobile applications[1910.11124] Enforcing Reasoning in Visual Commonsense Reasoning[1910.11123] PID: A New Benchmark Dataset to Classify and Densify Pavement Distresses[1910.11122] Peanut Maturity Classification using Hyperspectral Imagery[1910.11121] Face Detection on Surveillance Images[1910.11119] Designovel's system description for Fashion-IQ challenge 2019[1910.11118] Shallow Art: Art Extension Through Simple Machine Learning[1910.11117] Graph Representation learning for Audio & Music genre Classification[1910.11116] Depth Camera Based Particle Filter for Robotic Osteotomy Navigation[1910.11113] Facial Emotion Recognition Using Deep Learning[1910.11111] Face Behavior à la carte: Expressions, Affect and Action Units in a Single Network[1910.11109] Attention-Guided Lightweight Network for Real-Time Segmentation of Robotic Surgical Instruments[1910.11107] Streaming Networks: Enable A Robust Classification of Noise-Corrupted Images[1910.11106] Label-Conditioned Next-Frame Video Generation with Neural Flows[1910.11105] Adaptive and Iteratively Improving Recurrent Lateral Connections[1910.11104] Exploiting video sequences for unsupervised disentangling in generative adversarial networks[1910.11103] SPEC2: SPECtral SParsE CNN Accelerator on FPGAs[1910.11102] Multi-View Features and Hybrid Reward Strategies for Vatex Video Captioning Challenge 2019[1910.11100] Development of a hand pose recognition system on an embedded computer using CNNs[1910.11099v1] Evading Real-Time Person Detectors by Adversarial T-shirt[1910.11099] Evading Real-Time Person Detectors by Adversarial T-shirt[1910.11097] Deep Learning for Whole Slide Image Analysis: An Overview[1910.11095] High dimensional regression for regenerative time-series: an application to road traffic modeling[1910.11094] An application of a deep learning algorithm for automatic detection of unexpected accidents under bad CCTV monitoring conditions in tunnels[1910.11093v1] Scale-Equivariant Steerable Networks[1910.11093] Scale-Equivariant Steerable Networks[1910.11091] DeepACE: Automated Chromosome Enumeration in Metaphase Cell Images Using Deep Convolutional Neural Networks[1910.11090] Emotion Generation and Recognition: A StarGAN Approach[1910.11089] Real-World Image Datasets for Federated Learning[1910.11088] DeepPCO: End-to-End Point Cloud Odometry through Deep Parallel Neural Network[1910.11086] Spatial and Colour Opponency in Anatomically Constrained Deep Networks[1910.11080] On sample complexity of neural networks[1910.11073] Towards DeepSpray: Using Convolutional Neural Network to post-process Shadowgraphy Images of Liquid Atomization[1910.11072] Self-enhancement of automatic tunnel accident detection (TAD) on CCTV by AI deep-learning[1910.11067] Supervised Encoding for Discrete Representation Learning[1910.11065] Unsupervised Videographic Analysis of Rodent Behaviour[1910.11047] Harmonic Complex Networks[1910.11044] Torus Graphs for Multivariate Phase Coupling Analysis[1910.11040] Toward a view-based data cleaning architecture[1910.11033] Assisting human experts in the interpretation of their visual process: A case study on assessing copper surface adhesive potency[1910.11030] Spatiotemporal Tile-based Attention-guided LSTMs for Traffic Video Prediction[1910.11024] Simple Strategies in Multi-Objective MDPs (Technical Report)[1910.11016] Convex Optimisation for Inverse Kinematics[1910.11015] Taxonomy of Real Faults in Deep Learning Systems[1910.11012] Multi-label Co-regularization for Semi-supervised Facial Action Unit Recognition[1910.11010] ProLFA: Representative Prototype Selection for Local Feature Aggregation[1910.11009] A Graph-Based Framework to Bridge Movies and Synopses[1910.11006] Word-level Deep Sign Language Recognition from Video: A New Large-scale Dataset and Methods Comparison[1910.11005] Wasserstein distances for evaluating cross-lingual embeddings[1910.10997] Vision-Infused Deep Audio Inpainting[1910.10994] ATZSL: Defensive Zero-Shot Recognition in the Presence of Adversaries[1910.10986] Adversarial Feature Alignment: Avoid Catastrophic Forgetting in Incremental Task Lifelong Learning[1910.10985] Learning Hierarchical Control for Robust In-Hand Manipulation[1910.10959] Toward Co-existing Database Schemas based on Bidirectional Transformation[1910.10958] Malware Classification using Deep Learning based Feature Extraction and Wrapper based Feature Selection Technique[1910.10953] Deep topic modeling by multilayer bootstrap network and lasso[1910.10950] Pun-GAN: Generative Adversarial Network for Pun Generation[1910.10949] ROBO: Robust, Fully Neural Object Detection for Robot Soccer[1910.10945] Fixed-Confidence Guarantees for Bayesian Best-Arm Identification[1910.10944] Preference-Based Batch and Sequential Teaching: Towards a Unified View of Models[1910.10942] A Recurrent Variational Autoencoder for Speech Enhancement[1910.10937] Online Boosting for Multilabel Ranking with Top-k Feedback[1910.10930] Knowledge Transfer between Datasets for Learning-based Tissue Microstructure Estimation[1910.10929] Gradient Sparification for Asynchronous Distributed Training[1910.10923] ERM and RERM are optimal estimators for regression problems when malicious outliers corrupt the labels[1910.10916] Soft Prototyping Camera Designs for Car Detection Based on a Convolutional Neural Network[1910.10912] Multi-channel Speech Separation Using Deep Embedding Model with Multilayer Bootstrap Networks[1910.10909v1] ESPnet-TTS: Unified, Reproducible, and Integratable Open Source End-to-End Text-to-Speech Toolkit[1910.10909] ESPnet-TTS: Unified, Reproducible, and Integratable Open Source End-to-End Text-to-Speech Toolkit[1910.10906] Optimistic Regret Minimization for Extensive-Form Games via Dilated Distance-Generating Functions[1910.10902] Auto-Model: Utilizing Research Papers and HPO Techniques to Deal with the CASH problem[1910.10900] UniGrasp: Learning a Unified Model to Grasp with N-Fingered Robotic Hands[1910.10897v1] Meta-World: A Benchmark and Evaluation for Multi-Task and Meta Reinforcement Learning[1910.10897] Meta-World: A Benchmark and Evaluation for Multi-Task and Meta Reinforcement Learning[1910.10896] Unknown Identity Rejection Loss: Utilizing Unlabeled Data for Face Recognition[1910.10895] Anchor Diffusion for Unsupervised Video Object Segmentation[1910.10893] Low-Resource Sequence Labeling via Unsupervised Multilingual Contextualized Representations[1910.10892] Fast and Differentiable Message Passing for Stereo Vision[1910.10890] Inference in High-Dimensional Linear Regression via Lattice Basis Reduction and Integer Relation Detection[1910.10885] Robust Model Predictive Shielding for Safe Reinforcement Learning with Stochastic Dynamics[1910.10881] Superposition as Data Augmentation using LSTM and HMM in Small Training Sets[1910.10873] Minimax Regret of Switching-Constrained Online Convex Optimization: No Phase Transition