| A General-Purpose Algorithm for Constrained Sequential Inference | Nov 1, 2019 | Constituency ParsingSemantic Role Labeling | —Unverified | 0 |
| Multi-Input Multi-Output Sequence Labeling for Joint Extraction of Fact and Condition Tuples from Scientific Text | Nov 1, 2019 | TAGvalid | —Unverified | 0 |
| On Neural Architecture Search for Resource-Constrained Hardware Platforms | Oct 31, 2019 | Neural Architecture SearchQuantization | —Unverified | 0 |
| Probabilistic performance validation of deep learning-based robust NMPC controllers | Oct 30, 2019 | Deep LearningModel Predictive Control | —Unverified | 0 |
| QASC: A Dataset for Question Answering via Sentence Composition | Oct 25, 2019 | Common Sense ReasoningMulti-hop Question Answering | CodeCode Available | 0 |
| UniGrasp: Learning a Unified Model to Grasp with Multifingered Robotic Hands | Oct 24, 2019 | Objectvalid | CodeCode Available | 0 |
| Nested conformal prediction and quantile out-of-bag ensemble methods | Oct 23, 2019 | Conformal PredictionDensity Estimation | CodeCode Available | 0 |
| Natural Question Generation with Reinforcement Learning Based Graph-to-Sequence Model | Oct 19, 2019 | Graph Neural NetworkGraph-to-Sequence | CodeCode Available | 0 |
| Mirror Descent View for Neural Network Quantization | Oct 18, 2019 | Quantizationvalid | CodeCode Available | 0 |
| Robust Learning Rate Selection for Stochastic Optimization via Splitting Diagnostic | Oct 18, 2019 | DiagnosticStochastic Optimization | —Unverified | 0 |
| BOBBY2: Buffer Based Robust High-Speed Object Tracking | Oct 18, 2019 | ObjectObject Tracking | CodeCode Available | 0 |
| A Projection Framework for Testing Shape Restrictions That Form Convex Cones | Oct 17, 2019 | Formvalid | —Unverified | 0 |
| Designing Style Matching Conversational Agents | Oct 16, 2019 | valid | —Unverified | 0 |
| Scaling up Psychology via Scientific Regret Minimization: A Case Study in Moral Decisions | Oct 16, 2019 | Decision Makingvalid | —Unverified | 0 |
| Challenges in Markov chain Monte Carlo for Bayesian neural networks | Oct 15, 2019 | Bayesian Inferencevalid | CodeCode Available | 0 |
| Uncertainty Quantification and Exploration for Reinforcement Learning | Oct 12, 2019 | reinforcement-learningReinforcement Learning | —Unverified | 0 |
| Comment on "Blessings of Multiple Causes" | Oct 11, 2019 | Causal Inferencevalid | —Unverified | 0 |
| Generalized Planning With Procedural Domain Control Knowledge | Oct 11, 2019 | valid | —Unverified | 0 |
| A Generative Approach Towards Improved Robotic Detection of Marine Litter | Oct 10, 2019 | valid | —Unverified | 0 |
| Defending Neural Backdoors via Generative Distribution Modeling | Oct 10, 2019 | Backdoor AttackImage Generation | CodeCode Available | 0 |
| Motion Generation Considering Situation with Conditional Generative Adversarial Networks for Throwing Robots | Oct 8, 2019 | Motion Generationvalid | —Unverified | 0 |
| Generating valid Euclidean distance matrices | Oct 7, 2019 | Translationvalid | CodeCode Available | 0 |
| 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 |
| Rejoinder on: Minimal penalties and the slope heuristics: a survey | Sep 30, 2019 | Model Selectionregression | —Unverified | 0 |
| K-Metamodes: frequency- and ensemble-based distributed k-modes clustering for security analytics | Sep 30, 2019 | ClusteringIntrusion Detection | CodeCode Available | 0 |
| Tightening Bounds for Variational Inference by Revisiting Perturbation Theory | Sep 30, 2019 | Gaussian ProcessesStochastic Optimization | —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 |
| Discriminability Distillation in Group Representation Learning | Sep 25, 2019 | Action RecognitionFace Recognition | —Unverified | 0 |
| GraphNVP: an Invertible Flow-based Model for Generating Molecular Graphs | Sep 25, 2019 | Graph GenerationMolecular Graph Generation | —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 |
| 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 |