| Bayes-Newton Methods for Approximate Bayesian Inference with PSD Guarantees | Nov 2, 2021 | Bayesian InferenceGaussian Processes | CodeCode Available | 1 |
| Surface Form Competition: Why the Highest Probability Answer Isn’t Always Right | Nov 1, 2021 | FormMultiple-choice | CodeCode Available | 1 |
| What’s in a Name? Answer Equivalence For Open-Domain Question Answering | Nov 1, 2021 | Natural QuestionsOpen-Domain Question Answering | CodeCode Available | 0 |
| SOM-NCSCM : An Efficient Neural Chinese Sentence Compression Model Enhanced with Self-Organizing Map | Nov 1, 2021 | Question AnsweringSentence | —Unverified | 0 |
| Truth-Conditional Captions for Time Series Data | Nov 1, 2021 | Time SeriesTime Series Analysis | CodeCode Available | 1 |
| proScript: Partially Ordered Scripts Generation | Nov 1, 2021 | Script GenerationText Generation | —Unverified | 0 |
| A Corpus-based Syntactic Analysis of Two-termed Unlike Coordination | Nov 1, 2021 | validVocal Bursts Valence Prediction | —Unverified | 0 |
| Quasi-Linear Transfer Function: A New Method for Frequency Domain Analysis of Nonlinear Systems | Nov 1, 2021 | valid | —Unverified | 0 |
| Statistical quantification of confounding bias in predictive modelling | Nov 1, 2021 | BIG-bench Machine Learningvalid | CodeCode Available | 0 |
| A Scalable AutoML Approach Based on Graph Neural Networks | Oct 29, 2021 | AutoMLGraph Generation | CodeCode Available | 0 |
| Automatic Hand Sign Recognition: Identify Unusuality through Latent Cognizance | Oct 29, 2021 | valid | —Unverified | 0 |
| A Shading-Guided Generative Implicit Model for Shape-Accurate 3D-Aware Image Synthesis | Oct 29, 2021 | 3D-Aware Image Synthesis3D Shape Reconstruction | CodeCode Available | 1 |
| Doubly Robust Interval Estimation for Optimal Policy Evaluation in Online Learning | Oct 29, 2021 | valid | —Unverified | 0 |
| TorchAudio: Building Blocks for Audio and Speech Processing | Oct 28, 2021 | BIG-bench Machine LearningGPU | CodeCode Available | 2 |
| Generating 3D Molecules Conditional on Receptor Binding Sites with Deep Generative Models | Oct 28, 2021 | Deep LearningDrug Discovery | CodeCode Available | 1 |
| Degraded Reference Image Quality Assessment | Oct 28, 2021 | Image Quality Assessmentvalid | —Unverified | 0 |
| Warped Dynamic Linear Models for Time Series of Counts | Oct 27, 2021 | Time SeriesTime Series Analysis | CodeCode Available | 0 |
| Online Selective Classification with Limited Feedback | Oct 27, 2021 | Classificationvalid | CodeCode Available | 0 |
| Modular Gaussian Processes for Transfer Learning | Oct 26, 2021 | Gaussian ProcessesTransfer Learning | CodeCode Available | 1 |
| Neural Flows: Efficient Alternative to Neural ODEs | Oct 25, 2021 | Computational EfficiencyDensity Estimation | CodeCode Available | 1 |
| Applying Regression Conformal Prediction with Nearest Neighbors to time series data | Oct 25, 2021 | Conformal PredictionPrediction | —Unverified | 0 |
| De Novo Molecular Generation with Stacked Adversarial Model | Oct 24, 2021 | Drug Designvalid | —Unverified | 0 |
| Dense Dual-Attention Network for Light Field Image Super-Resolution | Oct 23, 2021 | Image Super-ResolutionSuper-Resolution | —Unverified | 0 |
| Improved Multilingual Language Model Pretraining for Social Media Text via Translation Pair Prediction | Oct 20, 2021 | BenchmarkingLanguage Modeling | CodeCode Available | 0 |
| Gradient-Based Mixed Planning with Symbolic and Numeric Action Parameters | Oct 19, 2021 | valid | —Unverified | 0 |
| Ranking Facts for Explaining Answers to Elementary Science Questions | Oct 18, 2021 | Interpretable Machine LearningLearning-To-Rank | —Unverified | 0 |
| Valid and Exact Statistical Inference for Multi-dimensional Multiple Change-Points by Selective Inference | Oct 18, 2021 | valid | —Unverified | 0 |
| Decomposing Natural Logic Inferences in Neural NLI | Oct 16, 2021 | Decision MakingNegation | —Unverified | 0 |
| Answering Open-Domain Multi-Answer Questions via a Recall-then-Verify Framework | Oct 16, 2021 | valid | CodeCode Available | 1 |
| Explainable Student Performance Prediction With Personalized Attention for Explaining Why A Student Fails | Oct 15, 2021 | Predictionvalid | —Unverified | 0 |
| Guiding Visual Question Generation | Oct 15, 2021 | Question GenerationQuestion-Generation | —Unverified | 0 |
| What Happens after SGD Reaches Zero Loss? --A Mathematical Framework | Oct 13, 2021 | valid | —Unverified | 0 |
| Crystal Diffusion Variational Autoencoder for Periodic Material Generation | Oct 12, 2021 | DecoderInductive Bias | CodeCode Available | 1 |
| On Exploring and Improving Robustness of Scene Text Detection Models | Oct 12, 2021 | Region ProposalScene Text Detection | CodeCode Available | 0 |
| Learning Time Series Counterfactuals via Latent Space Representations | Oct 11, 2021 | counterfactualCounterfactual Explanation | CodeCode Available | 1 |
| Bottom-Up Constituency Parsing and Nested Named Entity Recognition with Pointer Networks | Oct 11, 2021 | Constituency Parsingnamed-entity-recognition | CodeCode Available | 1 |
| Sensoring and Application of Multimodal Data for the Detection of Freezing of Gait in Parkinson's Disease | Oct 9, 2021 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Type Inference as Optimization | Oct 8, 2021 | validVocal Bursts Type Prediction | —Unverified | 0 |
| Predicting Chemical Hazard across Taxa through Machine Learning | Oct 7, 2021 | BIG-bench Machine Learningvalid | —Unverified | 0 |
| DRAFT-What you always wanted to know but could not find about block-based environments | Oct 6, 2021 | Systematic Literature Reviewvalid | —Unverified | 0 |
| Numerisation D'un Siecle de Paysage Ferroviaire Français : recul du rail, conséquences territoriales et coût environnemental | Oct 5, 2021 | valid | —Unverified | 0 |
| Graph Coloring: Comparing Cluster Graphs to Factor Graphs | Oct 5, 2021 | Computational Efficiencyvalid | —Unverified | 0 |
| Top-N: Equivariant set and graph generation without exchangeability | Oct 5, 2021 | Drug DiscoveryGenerative Adversarial Network | CodeCode Available | 0 |
| Deep reinforcement learning for guidewire navigation in coronary artery phantom | Oct 5, 2021 | Deep Reinforcement LearningQ-Learning | —Unverified | 0 |
| Truth-Conditional Captioning of Time Series Data | Oct 5, 2021 | Time SeriesTime Series Analysis | CodeCode Available | 1 |
| 3d sequential image mosaicing for underwater navigation and mapping | Oct 4, 2021 | validVisual Navigation | —Unverified | 0 |
| DeepA2: A Modular Framework for Deep Argument Analysis with Pretrained Neural Text2Text Language Models | Oct 4, 2021 | Argument MiningLogical Reasoning Reading Comprehension | CodeCode Available | 1 |
| Instrumental Variable-Driven Domain Generalization with Unobserved Confounders | Oct 4, 2021 | Domain Generalizationvalid | —Unverified | 0 |
| Causality and Generalizability: Identifiability and Learning Methods | Oct 4, 2021 | EconometricsPrediction | —Unverified | 0 |
| Asking questions on handwritten document collections | Oct 2, 2021 | Optical Character Recognition (OCR)Question Answering | —Unverified | 0 |