| I'm sorry Dave, I'm afraid I can't do that, Deep Q-learning from forbidden action | Oct 4, 2019 | Industrial RobotsQ-Learning | —Unverified | 0 |
| Robust Semi-Supervised Monocular Depth Estimation with Reprojected Distances | Oct 4, 2019 | Depth EstimationMonocular Depth Estimation | —Unverified | 0 |
| Self-supervised learning for autonomous vehicles perception: A conciliation between analytical and learning methods | Oct 3, 2019 | Autonomous DrivingAutonomous Vehicles | —Unverified | 0 |
| Skeleton-Aware 3D Human Shape Reconstruction From Point Clouds | Oct 1, 2019 | regressionvalid | —Unverified | 0 |
| PointAE: Point Auto-Encoder for 3D Statistical Shape and Texture Modelling | Oct 1, 2019 | valid | —Unverified | 0 |
| Re-balancing Variational Autoencoder Loss for Molecule Sequence Generation | Oct 1, 2019 | valid | CodeCode Available | 0 |
| Tightening Bounds for Variational Inference by Revisiting Perturbation Theory | Sep 30, 2019 | Gaussian ProcessesStochastic Optimization | —Unverified | 0 |
| K-Metamodes: frequency- and ensemble-based distributed k-modes clustering for security analytics | Sep 30, 2019 | ClusteringIntrusion Detection | CodeCode Available | 0 |
| Rejoinder on: Minimal penalties and the slope heuristics: a survey | Sep 30, 2019 | Model Selectionregression | —Unverified | 0 |
| Machine Learning vs Statistical Methods for Time Series Forecasting: Size Matters | Sep 29, 2019 | BIG-bench Machine LearningTime Series | CodeCode Available | 0 |
| Weakly Supervised Energy-Based Learning for Action Segmentation | Sep 28, 2019 | Action SegmentationSegmentation | CodeCode Available | 0 |
| Attention Forcing for Sequence-to-sequence Model Training | Sep 26, 2019 | Machine Translationmodel | —Unverified | 0 |
| Probabilistic modeling the hidden layers of deep neural networks | Sep 25, 2019 | valid | —Unverified | 0 |
| Self-Supervised Policy Adaptation | Sep 25, 2019 | Representation LearningTranslation | —Unverified | 0 |
| GraphNVP: an Invertible Flow-based Model for Generating Molecular Graphs | Sep 25, 2019 | Graph GenerationMolecular Graph Generation | —Unverified | 0 |
| Discriminability Distillation in Group Representation Learning | Sep 25, 2019 | Action RecognitionFace Recognition | —Unverified | 0 |
| Approximate hedging with proportional transaction costs in stochastic volatility models with jumps | Sep 24, 2019 | valid | —Unverified | 0 |
| Simple and Almost Assumption-Free Out-of-Sample Bound for Random Feature Mapping | Sep 24, 2019 | valid | —Unverified | 0 |
| Inference for Linear Conditional Moment Inequalities | Sep 22, 2019 | valid | CodeCode Available | 0 |
| Pivot-based Transfer Learning for Neural Machine Translation between Non-English Languages | Sep 20, 2019 | DecoderMachine Translation | —Unverified | 0 |
| Knowledge representation and diagnostic inference using Bayesian networks in the medical discourse | Sep 18, 2019 | Diagnosticvalid | —Unverified | 0 |
| Distributional conformal prediction | Sep 17, 2019 | Conformal Predictioncounterfactual | CodeCode Available | 0 |
| ICDAR 2019 Competition on Large-scale Street View Text with Partial Labeling -- RRC-LSVT | Sep 17, 2019 | Text DetectionText Spotting | CodeCode Available | 1 |
| Deep neural network solution of the electronic Schrödinger equation | Sep 16, 2019 | valid | —Unverified | 0 |
| From Stroke to Finite Automata: An Offline Recognition Approach | Sep 14, 2019 | valid | —Unverified | 0 |
| Addressing Semantic Drift in Question Generation for Semi-Supervised Question Answering | Sep 13, 2019 | ArticlesQuestion Answering | CodeCode Available | 0 |
| Recovering Preferences from Finite Data | Sep 12, 2019 | valid | —Unverified | 0 |
| A comparison of some conformal quantile regression methods | Sep 12, 2019 | PredictionPrediction Intervals | CodeCode Available | 0 |
| Matching Estimators with Few Treated and Many Control Observations | Sep 11, 2019 | valid | —Unverified | 0 |
| GEN: Highly Efficient SMILES Explorer Using Autodidactic Generative Examination Networks | Sep 10, 2019 | valid | —Unverified | 0 |
| Bayesian Local Sampling-based Planning | Sep 8, 2019 | Motion Planningvalid | —Unverified | 0 |
| Effective Search of Logical Forms for Weakly Supervised Knowledge-Based Question Answering | Sep 6, 2019 | Question AnsweringSemantic Parsing | —Unverified | 0 |
| Robustness to Modification with Shared Words in Paraphrase Identification | Sep 5, 2019 | Language ModelingLanguage Modelling | —Unverified | 0 |
| ParaQG: A System for Generating Questions and Answers from Paragraphs | Sep 4, 2019 | Question GenerationQuestion-Generation | —Unverified | 0 |
| Image Inpainting with Learnable Bidirectional Attention Maps | Sep 3, 2019 | DecoderImage Inpainting | CodeCode Available | 0 |
| Inferring species interactions using Granger causality and convergent cross mapping | Sep 2, 2019 | Time SeriesTime Series Analysis | CodeCode Available | 0 |
| A Method to Learn Embedding of a Probabilistic Medical Knowledge Graph: Algorithm Development | Sep 2, 2019 | Knowledge GraphsLink Prediction | —Unverified | 0 |
| Demo Application for LETO: Learning Engine Through Ontologies | Sep 1, 2019 | valid | —Unverified | 0 |
| VisualPhishNet: Zero-Day Phishing Website Detection by Visual Similarity | Sep 1, 2019 | Phishing Website DetectionTriplet | —Unverified | 0 |
| Inspection of methods of empirical mode decomposition | Aug 29, 2019 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Simultaneous Confidence Intervals for High-dimensional Linear Models with Many Endogenous Variables | Aug 28, 2019 | valid | —Unverified | 0 |
| Schooling Choice, Labour Market Matching, and Wages | Aug 27, 2019 | valid | —Unverified | 0 |
| Finite size corrections for neural network Gaussian processes | Aug 27, 2019 | Gaussian Processesvalid | —Unverified | 0 |
| A Coupled Karhunen--Loève and Anisotropic Sparse Grid Interpolation Method for the Probabilistic Load Flow Problem | Aug 25, 2019 | valid | —Unverified | 0 |
| Deep Weisfeiler-Lehman Assignment Kernels via Multiple Kernel Learning | Aug 19, 2019 | General ClassificationGraph Classification | —Unverified | 0 |
| Independence Testing for Temporal Data | Aug 18, 2019 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Multi-Objective Evolutionary Framework for Non-linear System Identification: A Comprehensive Investigation | Aug 17, 2019 | Decision MakingEvolutionary Algorithms | —Unverified | 0 |
| Combining Prediction Intervals on Multi-Source Non-Disclosed Regression Datasets | Aug 15, 2019 | BIG-bench Machine LearningConformal Prediction | —Unverified | 0 |
| Reinforcement Learning Based Graph-to-Sequence Model for Natural Question Generation | Aug 14, 2019 | Graph Neural NetworkGraph-to-Sequence | CodeCode Available | 0 |
| Asymptotic Validity and Finite-Sample Properties of Approximate Randomization Tests | Aug 12, 2019 | Clusteringvalid | CodeCode Available | 0 |