| 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 |
