| Predicting Multi-Antenna Frequency-Selective Channels via Meta-Learned Linear Filters based on Long-Short Term Channel Decomposition | Mar 23, 2022 | Meta-LearningPrediction | CodeCode Available | 1 |
| Remember Intentions: Retrospective-Memory-based Trajectory Prediction | Mar 22, 2022 | PredictionTrajectory Prediction | CodeCode Available | 1 |
| HOP: History-and-Order Aware Pre-training for Vision-and-Language Navigation | Mar 22, 2022 | Decision MakingLanguage Modeling | CodeCode Available | 1 |
| Root-aligned SMILES: A Tight Representation for Chemical Reaction Prediction | Mar 22, 2022 | Chemical Reaction PredictionPrediction | CodeCode Available | 1 |
| Relationformer: A Unified Framework for Image-to-Graph Generation | Mar 19, 2022 | Graph GenerationObject | CodeCode Available | 1 |
| Sequence-to-Sequence Knowledge Graph Completion and Question Answering | Mar 19, 2022 | DecoderGraph Embedding | CodeCode Available | 1 |
| MotionAug: Augmentation with Physical Correction for Human Motion Prediction | Mar 17, 2022 | Data AugmentationDiversity | CodeCode Available | 1 |
| Interpretable EEG seizure prediction using a multiobjective evolutionary algorithm | Mar 15, 2022 | EEGElectroencephalogram (EEG) | CodeCode Available | 1 |
| SocialVAE: Human Trajectory Prediction using Timewise Latents | Mar 15, 2022 | Decision MakingPedestrian Trajectory Prediction | CodeCode Available | 1 |
| Magnetic Field Prediction Using Generative Adversarial Networks | Mar 14, 2022 | Generative Adversarial NetworkPrediction | CodeCode Available | 1 |
| Wasserstein Adversarial Transformer for Cloud Workload Prediction | Mar 12, 2022 | PredictionTime Series | CodeCode Available | 1 |
| Multi-modal Graph Learning for Disease Prediction | Mar 11, 2022 | Disease PredictionGraph Learning | CodeCode Available | 1 |
| Prediction-Guided Distillation for Dense Object Detection | Mar 10, 2022 | Dense Object DetectionKnowledge Distillation | CodeCode Available | 1 |
| Few-Sample Traffic Prediction with Graph Networks using Locale as Relational Inductive Biases | Mar 8, 2022 | ManagementOpen-Ended Question Answering | CodeCode Available | 1 |
| Syntax-Aware Network for Handwritten Mathematical Expression Recognition | Mar 3, 2022 | DecoderHandwritten Mathmatical Expression Recognition | CodeCode Available | 1 |
| Equivariant and Stable Positional Encoding for More Powerful Graph Neural Networks | Mar 1, 2022 | Link PredictionPrediction | CodeCode Available | 1 |
| Algorithm and System Co-design for Efficient Subgraph-based Graph Representation Learning | Feb 28, 2022 | Graph Representation LearningPrediction | CodeCode Available | 1 |
| Structured Multi-task Learning for Molecular Property Prediction | Feb 22, 2022 | Drug DiscoveryGraph Neural Network | CodeCode Available | 1 |
| Probabilistic Embeddings Revisited | Feb 14, 2022 | Face VerificationImage Retrieval | CodeCode Available | 1 |
| CRAT-Pred: Vehicle Trajectory Prediction with Crystal Graph Convolutional Neural Networks and Multi-Head Self-Attention | Feb 9, 2022 | Autonomous VehiclesMotion Forecasting | CodeCode Available | 1 |
| DeepCENT: Prediction of Censored Event Time via Deep Learning | Feb 8, 2022 | Deep LearningPrediction | CodeCode Available | 1 |
| Conformal Prediction Under Feedback Covariate Shift for Biomolecular Design | Feb 8, 2022 | Conformal PredictionPrediction | CodeCode Available | 1 |
| Structured Time Series Prediction without Structural Prior | Feb 7, 2022 | Domain AdaptationPrediction | CodeCode Available | 1 |
| Triangle Graph Interest Network for Click-through Rate Prediction | Feb 6, 2022 | Click-Through Rate PredictionPrediction | CodeCode Available | 1 |
| Approximating Full Conformal Prediction at Scale via Influence Functions | Feb 2, 2022 | Conformal PredictionPrediction | CodeCode Available | 1 |
