| A Neuro-Symbolic Method for Solving Differential and Functional Equations | Nov 4, 2020 | Language ModelingLanguage Modelling | —Unverified | 0 |
| On the Evaluation of Machine Translation n-best Lists | Nov 1, 2020 | Machine TranslationTranslation | —Unverified | 0 |
| Second-Order NLP Adversarial Examples | Nov 1, 2020 | Adversarial AttackSemantic Similarity | —Unverified | 0 |
| Conditional Causal Relationships between Emotions and Causes in Texts | Nov 1, 2020 | valid | —Unverified | 0 |
| DebiNet: Debiasing Linear Models with Nonlinear Overparameterized Neural Networks | Nov 1, 2020 | feature selectionvalid | CodeCode Available | 0 |
| Deep Diacritization: Efficient Hierarchical Recurrence for Improved Arabic Diacritization | Nov 1, 2020 | Arabic Text DiacritizationDecoder | CodeCode Available | 1 |
| Temporal Smoothing for 3D Human Pose Estimation and Localization for Occluded People | Oct 31, 2020 | 3D Human Pose Estimation3D Multi-Person Pose Estimation | CodeCode Available | 1 |
| Conversation Graph: Data Augmentation, Training and Evaluation for Non-Deterministic Dialogue Management | Oct 29, 2020 | Data AugmentationDialogue Management | CodeCode Available | 0 |
| Modeling Long Cycles | Oct 26, 2020 | valid | —Unverified | 0 |
| Improving Sound Event Detection Metrics: Insights from DCASE 2020 | Oct 26, 2020 | Event DetectionSound Event Detection | —Unverified | 0 |
| Neural Networked Assisted Tree Search for the Personnel Rostering Problem | Oct 24, 2020 | valid | —Unverified | 0 |
| Model-Driven Channel Estimation for OFDM Systems Based on Image Super- Resolution Network | Oct 23, 2020 | Image Super-ResolutionSuper-Resolution | —Unverified | 0 |
| An Efficient Adversarial Attack for Tree Ensembles | Oct 22, 2020 | Adversarial Attackvalid | CodeCode Available | 1 |
| CoinDICE: Off-Policy Confidence Interval Estimation | Oct 22, 2020 | Off-policy evaluationReinforcement Learning (RL) | —Unverified | 0 |
| GAZED- Gaze-guided Cinematic Editing of Wide-Angle Monocular Video Recordings | Oct 22, 2020 | validVideo Editing | —Unverified | 0 |
| Neural Language Modeling for Contextualized Temporal Graph Generation | Oct 20, 2020 | Graph GenerationLanguage Modeling | CodeCode Available | 1 |
| A Flatter Loss for Bias Mitigation in Cross-dataset Facial Age Estimation | Oct 20, 2020 | Age EstimationBenchmarking | —Unverified | 0 |
| RDIS: Random Drop Imputation with Self-Training for Incomplete Time Series Data | Oct 20, 2020 | ImputationMissing Values | —Unverified | 0 |
| ABC-Di: Approximate Bayesian Computation for Discrete Data | Oct 19, 2020 | Neural Architecture Searchvalid | CodeCode Available | 0 |
| Learning Latent Space Energy-Based Prior Model for Molecule Generation | Oct 19, 2020 | valid | —Unverified | 0 |
| Planning with Learned Dynamics: Probabilistic Guarantees on Safety and Reachability via Lipschitz Constants | Oct 18, 2020 | Motion Planningvalid | —Unverified | 0 |
| Conformal prediction interval for dynamic time-series | Oct 18, 2020 | Conformal PredictionEnsemble Learning | CodeCode Available | 2 |
| Learning a Continuous Representation of 3D Molecular Structures with Deep Generative Models | Oct 17, 2020 | Drug Discoveryvalid | CodeCode Available | 1 |
| Generating 3D Molecular Structures Conditional on a Receptor Binding Site with Deep Generative Models | Oct 16, 2020 | Decodervalid | CodeCode Available | 1 |
| Failures of model-dependent generalization bounds for least-norm interpolation | Oct 16, 2020 | Generalization BoundsLearning Theory | —Unverified | 0 |
| Binary Choice with Asymmetric Loss in a Data-Rich Environment: Theory and an Application to Racial Justice | Oct 16, 2020 | BIG-bench Machine LearningEconometrics | —Unverified | 0 |
| Differentiable Divergences Between Time Series | Oct 16, 2020 | Dynamic Time WarpingTime Series | CodeCode Available | 1 |
| Local vs. Global interpretations for NLP | Oct 15, 2020 | Feature Importancetext-classification | —Unverified | 0 |
| Network Topology Inference with Graphon Spectral Penalties | Oct 15, 2020 | valid | —Unverified | 0 |
| An Application of Dirac's Interaction Picture to Option Pricing | Oct 14, 2020 | Formvalid | —Unverified | 0 |
| Multi-Scale Networks for 3D Human Pose Estimation with Inference Stage Optimization | Oct 13, 2020 | 2D Pose Estimation3D Human Pose Estimation | —Unverified | 0 |
| ReviewRobot: Explainable Paper Review Generation based on Knowledge Synthesis | Oct 13, 2020 | Review Generationvalid | CodeCode Available | 1 |
| Continuous Safety Verification of Neural Networks | Oct 12, 2020 | Autonomous Drivingvalid | —Unverified | 0 |
| Data Agnostic RoBERTa-based Natural Language to SQL Query Generation | Oct 11, 2020 | validZero-Shot Learning | CodeCode Available | 1 |
| A clustering-based biased Monte Carlo approach to protein titration curve prediction | Oct 10, 2020 | Clusteringvalid | —Unverified | 0 |
| Learning Invariant Representations and Risks for Semi-supervised Domain Adaptation | Oct 9, 2020 | Domain Adaptationregression | —Unverified | 0 |
| Uncertainty-Aware Semantic Augmentation for Neural Machine Translation | Oct 9, 2020 | Machine TranslationNMT | —Unverified | 0 |
| Further results on the estimation of dynamic panel logit models with fixed effects | Oct 7, 2020 | valid | —Unverified | 0 |
| Learning to Explain: Datasets and Models for Identifying Valid Reasoning Chains in Multihop Question-Answering | Oct 7, 2020 | Question AnsweringReasoning Chain Explanations | CodeCode Available | 1 |
| PRover: Proof Generation for Interpretable Reasoning over Rules | Oct 6, 2020 | valid | CodeCode Available | 1 |
| Semantically Driven Sentence Fusion: Modeling and Evaluation | Oct 6, 2020 | SentenceSentence Fusion | CodeCode Available | 1 |
| Testing homogeneity in dynamic discrete games in finite samples | Oct 5, 2020 | valid | —Unverified | 0 |
| MIMOSA: Multi-constraint Molecule Sampling for Molecule Optimization | Oct 5, 2020 | Drug DiscoveryType prediction | CodeCode Available | 1 |
| Quantifying Statistical Significance of Neural Network-based Image Segmentation by Selective Inference | Oct 5, 2020 | Computational EfficiencyImage Segmentation | CodeCode Available | 0 |
| Second-Order NLP Adversarial Examples | Oct 5, 2020 | Adversarial AttackSemantic Similarity | CodeCode Available | 0 |
| Optimal Neural Program Synthesis from Multimodal Specifications | Oct 4, 2020 | Program Synthesisvalid | —Unverified | 0 |
| A Polynomial Time Algorithm for Learning Halfspaces with Tsybakov Noise | Oct 4, 2020 | PAC learningvalid | —Unverified | 0 |
| Generating Dialogue Responses from a Semantic Latent Space | Oct 4, 2020 | Dialogue Generationvalid | —Unverified | 0 |
| Gold Standard Pairs Trading Rules: Are They Valid? | Oct 2, 2020 | valid | —Unverified | 0 |
| Channel Modeling for IRS-Assisted FSO Systems | Oct 1, 2020 | valid | —Unverified | 0 |