| Conformal Risk Control | Aug 4, 2022 | Conformal PredictionPrediction | CodeCode Available | 1 |
| Distributional Correlation--Aware Knowledge Distillation for Stock Trading Volume Prediction | Aug 4, 2022 | Knowledge DistillationPrediction | CodeCode Available | 1 |
| UTOPIC: Uncertainty-aware Overlap Prediction Network for Partial Point Cloud Registration | Aug 4, 2022 | DecoderPoint Cloud Registration | CodeCode Available | 1 |
| Interpretable bilinear attention network with domain adaptation improves drug-target prediction | Aug 3, 2022 | Domain AdaptationDrug Discovery | CodeCode Available | 1 |
| ViP3D: End-to-end Visual Trajectory Prediction via 3D Agent Queries | Aug 2, 2022 | Autonomous DrivingPrediction | CodeCode Available | 1 |
| MFRFNN: Multi-Functional Recurrent Fuzzy Neural Network for Chaotic Time Series Prediction | Aug 1, 2022 | PredictionStock Price Prediction | CodeCode Available | 1 |
| A general framework for multi-step ahead adaptive conformal heteroscedastic time series forecasting | Jul 28, 2022 | Conformal PredictionDecision Making | CodeCode Available | 1 |
| Topological structure of complex predictions | Jul 28, 2022 | image-classificationImage Classification | CodeCode Available | 1 |
| Data-Driven Sample Average Approximation with Covariate Information | Jul 27, 2022 | Decision MakingPrediction | CodeCode Available | 1 |
| D2-TPred: Discontinuous Dependency for Trajectory Prediction under Traffic Lights | Jul 21, 2022 | PredictionTrajectory Prediction | CodeCode Available | 1 |
| Human Trajectory Prediction via Neural Social Physics | Jul 21, 2022 | Deep LearningInductive Bias | CodeCode Available | 1 |
| Learning Pedestrian Group Representations for Multi-modal Trajectory Prediction | Jul 20, 2022 | Pedestrian Trajectory PredictionPrediction | CodeCode Available | 1 |
| Towards Better Evaluation for Dynamic Link Prediction | Jul 20, 2022 | Dynamic Link PredictionLink Prediction | CodeCode Available | 1 |
| Spatiotemporal Propagation Learning for Network-Wide Flight Delay Prediction | Jul 14, 2022 | Decision MakingPrediction | CodeCode Available | 1 |
| Bootstrapped Masked Autoencoders for Vision BERT Pretraining | Jul 14, 2022 | DecoderObject Detection | CodeCode Available | 1 |
| Sequential Recommendation Model for Next Purchase Prediction | Jul 6, 2022 | Marketingmodel | CodeCode Available | 1 |
| Leveraging Trajectory Prediction for Pedestrian Video Anomaly Detection | Jul 5, 2022 | Anomaly DetectionEvent Detection | CodeCode Available | 1 |
| RESIN-11: Schema-guided Event Prediction for 11 Newsworthy Scenarios | Jul 1, 2022 | Event ExtractionPrediction | CodeCode Available | 1 |
| CIRDataset: A large-scale Dataset for Clinically-Interpretable lung nodule Radiomics and malignancy prediction | Jun 29, 2022 | 3D geometryPrediction | CodeCode Available | 1 |
| Pedestrian 3D Bounding Box Prediction | Jun 28, 2022 | Action AnticipationAutonomous Driving | CodeCode Available | 1 |
| Dynamic-Group-Aware Networks for Multi-Agent Trajectory Prediction with Relational Reasoning | Jun 27, 2022 | DiversityPrediction | CodeCode Available | 1 |
| Optimizing Video Prediction via Video Frame Interpolation | Jun 27, 2022 | Open-Ended Question AnsweringPrediction | CodeCode Available | 1 |
| SAT: Self-adaptive training for fashion compatibility prediction | Jun 25, 2022 | PredictionTriplet | CodeCode Available | 1 |
| PhaTYP: Predicting the lifestyle for bacteriophages using BERT | Jun 20, 2022 | PredictionType prediction | CodeCode Available | 1 |
| SSM-DTA: Breaking the Barriers of Data Scarcity in Drug-Target Affinity Prediction | Jun 20, 2022 | Drug DiscoveryLanguage Modeling | CodeCode Available | 1 |
| ScePT: Scene-consistent, Policy-based Trajectory Predictions for Planning | Jun 18, 2022 | Motion PlanningPrediction | CodeCode Available | 1 |
| Conformal prediction set for time-series | Jun 15, 2022 | Conformal PredictionPrediction | CodeCode Available | 1 |
| Diffusion Models for Video Prediction and Infilling | Jun 15, 2022 | PredictionVideo Generation | CodeCode Available | 1 |
| Exploring evolution-aware & -free protein language models as protein function predictors | Jun 14, 2022 | Multiple Sequence AlignmentPrediction | CodeCode Available | 1 |
| Probabilistic Conformal Prediction Using Conditional Random Samples | Jun 14, 2022 | Conformal PredictionPrediction | CodeCode Available | 1 |
| Learning Enhanced Representations for Tabular Data via Neighborhood Propagation | Jun 14, 2022 | PredictionRetrieval | CodeCode Available | 1 |
| Graph-based Spatial Transformer with Memory Replay for Multi-future Pedestrian Trajectory Prediction | Jun 12, 2022 | Autonomous DrivingFuture prediction | CodeCode Available | 1 |
| Neo-GNNs: Neighborhood Overlap-aware Graph Neural Networks for Link Prediction | Jun 9, 2022 | Graph ClassificationLink Prediction | CodeCode Available | 1 |
| A Relational Intervention Approach for Unsupervised Dynamics Generalization in Model-Based Reinforcement Learning | Jun 9, 2022 | Model-based Reinforcement LearningPrediction | CodeCode Available | 1 |
| GASP: Gated Attention For Saliency Prediction | Jun 9, 2022 | PredictionSaliency Prediction | CodeCode Available | 1 |
| MotionCNN: A Strong Baseline for Motion Prediction in Autonomous Driving | Jun 5, 2022 | Autonomous Drivingmotion prediction | CodeCode Available | 1 |
| PEER: A Comprehensive and Multi-Task Benchmark for Protein Sequence Understanding | Jun 5, 2022 | Feature EngineeringMulti-Task Learning | CodeCode Available | 1 |
| GIN: Graph-based Interaction-aware Constraint Policy Optimization for Autonomous Driving | Jun 3, 2022 | Autonomous Drivingmotion prediction | CodeCode Available | 1 |
| Shortest Path Networks for Graph Property Prediction | Jun 2, 2022 | Graph ClassificationGraph Neural Network | CodeCode Available | 1 |
| Practical Adversarial Multivalid Conformal Prediction | Jun 2, 2022 | Conformal PredictionPrediction | CodeCode Available | 1 |
| KPGT: Knowledge-Guided Pre-training of Graph Transformer for Molecular Property Prediction | Jun 2, 2022 | Graph Representation LearningMolecular Property Prediction | CodeCode Available | 1 |
| Pre-training via Denoising for Molecular Property Prediction | May 31, 2022 | DenoisingMolecular Property Prediction | CodeCode Available | 1 |
| Simulator-Based Inference with Waldo: Confidence Regions by Leveraging Prediction Algorithms and Posterior Estimators for Inverse Problems | May 31, 2022 | PredictionUncertainty Quantification | CodeCode Available | 1 |
| A Graph and Attentive Multi-Path Convolutional Network for Traffic Prediction | May 30, 2022 | PredictionTraffic Prediction | CodeCode Available | 1 |
| Social Interpretable Tree for Pedestrian Trajectory Prediction | May 26, 2022 | Pedestrian Trajectory PredictionPrediction | CodeCode Available | 1 |
| SS-GNN: A Simple-Structured Graph Neural Network for Affinity Prediction | May 25, 2022 | Graph Neural NetworkPrediction | CodeCode Available | 1 |
| Fine-Grained Visual Classification using Self Assessment Classifier | May 21, 2022 | ClassificationContinual Learning | CodeCode Available | 1 |
| DeepStruct: Pretraining of Language Models for Structure Prediction | May 21, 2022 | coreference-resolutionCoreference Resolution | CodeCode Available | 1 |
| Action Conditioned Tactile Prediction: case study on slip prediction | May 19, 2022 | PredictionRobotic Grasping | CodeCode Available | 1 |
| Multivariate Prediction Intervals for Random Forests | May 4, 2022 | PredictionPrediction Intervals | CodeCode Available | 1 |
