| Automated Parkinson's Disease Detection and Affective Analysis from Emotional EEG Signals | Feb 21, 2022 | EEGElectroencephalogram (EEG) | CodeCode Available | 1 |
| ExAIS: Executable AI Semantics | Feb 20, 2022 | Logical Reasoningvalid | CodeCode Available | 1 |
| Ensemble Conformalized Quantile Regression for Probabilistic Time Series Forecasting | Feb 17, 2022 | Conformal PredictionPrediction Intervals | CodeCode Available | 1 |
| Robust Hybrid Learning With Expert Augmentation | Feb 8, 2022 | Data Augmentationvalid | CodeCode Available | 1 |
| Handling Distribution Shifts on Graphs: An Invariance Perspective | Feb 5, 2022 | valid | CodeCode Available | 1 |
| LSNet: Extremely Light-Weight Siamese Network For Change Detection in Remote Sensing Image | Jan 23, 2022 | Change Detectionvalid | CodeCode Available | 1 |
| Difference-in-Differences Estimators for Treatments Continuously Distributed at Every Period | Jan 18, 2022 | valid | CodeCode Available | 1 |
| Learning to Denoise Raw Mobile UI Layouts for Improving Datasets at Scale | Jan 11, 2022 | Denoisingvalid | CodeCode Available | 1 |
| Tisane: Authoring Statistical Models via Formal Reasoning from Conceptual and Data Relationships | Jan 7, 2022 | valid | CodeCode Available | 1 |
| Inertia-Guided Flow Completion and Style Fusion for Video Inpainting | Jan 1, 2022 | Optical Flow Estimationvalid | CodeCode Available | 1 |
| CRASS: A Novel Data Set and Benchmark to Test Counterfactual Reasoning of Large Language Models | Dec 22, 2021 | counterfactualCounterfactual Reasoning | CodeCode Available | 1 |
| Multi-View Partial (MVP) Point Cloud Challenge 2021 on Completion and Registration: Methods and Results | Dec 22, 2021 | 3D ReconstructionPoint Cloud Completion | CodeCode Available | 1 |
| VALSE: A Task-Independent Benchmark for Vision and Language Models Centered on Linguistic Phenomena | Dec 14, 2021 | image-sentence alignmentvalid | CodeCode Available | 1 |
| Controllable Video Captioning with an Exemplar Sentence | Dec 2, 2021 | Caption GenerationDecoder | CodeCode Available | 1 |
| Estimating Multi-cause Treatment Effects via Single-cause Perturbation | Dec 1, 2021 | Causal Inferencevalid | CodeCode Available | 1 |
| Teaching Humans When To Defer to a Classifier via Exemplars | Nov 22, 2021 | Multi-hop Question AnsweringQuestion Answering | CodeCode Available | 1 |
| TransMix: Attend to Mix for Vision Transformers | Nov 18, 2021 | Instance Segmentationobject-detection | CodeCode Available | 1 |
| HARA: A Hierarchical Approach for Robust Rotation Averaging | Nov 16, 2021 | Tripletvalid | CodeCode Available | 1 |
| 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 |
| Truth-Conditional Captions for Time Series Data | Nov 1, 2021 | Time SeriesTime Series Analysis | CodeCode Available | 1 |
| 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 |
| Generating 3D Molecules Conditional on Receptor Binding Sites with Deep Generative Models | Oct 28, 2021 | Deep LearningDrug Discovery | CodeCode Available | 1 |
| 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 |
| Answering Open-Domain Multi-Answer Questions via a Recall-then-Verify Framework | Oct 16, 2021 | valid | CodeCode Available | 1 |
| Crystal Diffusion Variational Autoencoder for Periodic Material Generation | Oct 12, 2021 | DecoderInductive Bias | CodeCode Available | 1 |
| 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 |
| Truth-Conditional Captioning of Time Series Data | Oct 5, 2021 | Time SeriesTime Series Analysis | CodeCode Available | 1 |
| 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 |
| TopiOCQA: Open-domain Conversational Question Answering with Topic Switching | Oct 2, 2021 | Conversational Question AnsweringQuestion Answering | CodeCode Available | 1 |
| Comparing Sequential Forecasters | Sep 30, 2021 | valid | CodeCode Available | 1 |
| CaTGrasp: Learning Category-Level Task-Relevant Grasping in Clutter from Simulation | Sep 19, 2021 | Domain AdaptationDomain Generalization | CodeCode Available | 1 |
| LM-Critic: Language Models for Unsupervised Grammatical Error Correction | Sep 14, 2021 | Grammatical Error CorrectionLanguage Modeling | CodeCode Available | 1 |
| ArtiBoost: Boosting Articulated 3D Hand-Object Pose Estimation via Online Exploration and Synthesis | Sep 12, 2021 | 3D Hand Pose Estimationhand-object pose | CodeCode Available | 1 |
| PICARD: Parsing Incrementally for Constrained Auto-Regressive Decoding from Language Models | Sep 10, 2021 | Dialogue State TrackingSemantic Parsing | CodeCode Available | 1 |
| Tiered Reasoning for Intuitive Physics: Toward Verifiable Commonsense Language Understanding | Sep 10, 2021 | valid | CodeCode Available | 1 |
| Tube-Certified Trajectory Tracking for Nonlinear Systems With Robust Control Contraction Metrics | Sep 9, 2021 | Motion Planningvalid | CodeCode Available | 1 |
| Predicting Stable Configurations for Semantic Placement of Novel Objects | Aug 26, 2021 | Motion Planningvalid | CodeCode Available | 1 |
| Generating Smooth Pose Sequences for Diverse Human Motion Prediction | Aug 19, 2021 | DiversityHuman motion prediction | CodeCode Available | 1 |
| PVT: Point-Voxel Transformer for Point Cloud Learning | Aug 13, 2021 | 3D Object Detection3D Part Segmentation | CodeCode Available | 1 |
| Fog Simulation on Real LiDAR Point Clouds for 3D Object Detection in Adverse Weather | Aug 11, 2021 | 3D Object DetectionObject | CodeCode Available | 1 |
| GLASS: Geometric Latent Augmentation for Shape Spaces | Aug 6, 2021 | valid | CodeCode Available | 1 |
| Style is NOT a single variable: Case Studies for Cross-Stylistic Language Understanding | Aug 1, 2021 | DiagnosticSentence | CodeCode Available | 1 |
| Auto IV: Counterfactual Prediction via Automatic Instrumental Variable Decomposition | Jul 13, 2021 | Causal Inferencecounterfactual | CodeCode Available | 1 |
| Likelihood-Free Frequentist Inference: Bridging Classical Statistics and Machine Learning for Reliable Simulator-Based Inference | Jul 8, 2021 | DiagnosticOpen-Ended Question Answering | CodeCode Available | 1 |
| Recovering the Unbiased Scene Graphs from the Biased Ones | Jul 5, 2021 | Missing LabelsScene Graph Classification | CodeCode Available | 1 |
| Valid prediction intervals for regression problems | Jul 1, 2021 | Conformal PredictionPrediction | CodeCode Available | 1 |
| Reinforcement Learning for Abstractive Question Summarization with Question-aware Semantic Rewards | Jul 1, 2021 | Question AnsweringQuestion Generation | CodeCode Available | 1 |