| Adversarial Sparse Transformer for Time Series Forecasting | Dec 1, 2020 | Multivariate Time Series ForecastingPrediction | CodeCode Available | 1 |
| Channel-wise Knowledge Distillation for Dense Prediction | Nov 26, 2020 | Knowledge DistillationPrediction | CodeCode Available | 1 |
| Bayesian Graph Neural Networks for Molecular Property Prediction | Nov 25, 2020 | Molecular Property PredictionPrediction | CodeCode Available | 1 |
| Lipophilicity Prediction with Multitask Learning and Molecular Substructures Representation | Nov 24, 2020 | Prediction | CodeCode Available | 1 |
| Rethinking Transformer-based Set Prediction for Object Detection | Nov 21, 2020 | Objectobject-detection | CodeCode Available | 1 |
| From Recognition to Prediction: Analysis of Human Action and Trajectory Prediction in Video | Nov 20, 2020 | Action DetectionAutonomous Driving | CodeCode Available | 1 |
| Dense Contrastive Learning for Self-Supervised Visual Pre-Training | Nov 18, 2020 | Contrastive Learningimage-classification | CodeCode Available | 1 |
| Quantum deep field: data-driven wave function, electron density generation, and atomization energy prediction and extrapolation with machine learning | Nov 16, 2020 | Predictionvalid | CodeCode Available | 1 |
| Author's Sentiment Prediction | Nov 12, 2020 | ArticlesPrediction | CodeCode Available | 1 |
| SeasonDepth: Cross-Season Monocular Depth Prediction Dataset and Benchmark under Multiple Environments | Nov 9, 2020 | Autonomous DrivingDepth Estimation | CodeCode Available | 1 |
| Explaining Deep Graph Networks with Molecular Counterfactuals | Nov 9, 2020 | counterfactualPrediction | CodeCode Available | 1 |
| End-to-end Lane Shape Prediction with Transformers | Nov 9, 2020 | Autonomous VehiclesLane Detection | CodeCode Available | 1 |
| Multimodal Trajectory Prediction via Topological Invariance for Navigation at Uncontrolled Intersections | Nov 8, 2020 | PredictionTrajectory Prediction | CodeCode Available | 1 |
| Context-Aware Answer Extraction in Question Answering | Nov 5, 2020 | Multi-Task LearningPrediction | CodeCode Available | 1 |
| TrimNet: learning molecular representation from triplet messages for biomedicine | Nov 4, 2020 | Drug DiscoveryMolecular Property Prediction | CodeCode Available | 1 |
| RetroXpert: Decompose Retrosynthesis Prediction like a Chemist | Nov 4, 2020 | Graph Neural NetworkPrediction | CodeCode Available | 1 |
| Joint Entity and Relation Extraction with Set Prediction Networks | Nov 3, 2020 | Joint Entity and Relation ExtractionPrediction | CodeCode Available | 1 |
| Learning Causal Semantic Representation for Out-of-Distribution Prediction | Nov 3, 2020 | Domain AdaptationPrediction | CodeCode Available | 1 |
| Handling Missing Data with Graph Representation Learning | Oct 30, 2020 | Graph Representation LearningImputation | CodeCode Available | 1 |
| Exploring Dynamic Context for Multi-path Trajectory Prediction | Oct 30, 2020 | PredictionTrajectory Forecasting | CodeCode Available | 1 |
| Multi-agent Trajectory Prediction with Fuzzy Query Attention | Oct 29, 2020 | Decision MakingPrediction | CodeCode Available | 1 |
| Generative Temporal Difference Learning for Infinite-Horizon Prediction | Oct 27, 2020 | Generative Adversarial NetworkPrediction | CodeCode Available | 1 |
| Trajectory-wise Multiple Choice Learning for Dynamics Generalization in Reinforcement Learning | Oct 26, 2020 | ClusteringModel-based Reinforcement Learning | CodeCode Available | 1 |
| Interior Point Solving for LP-based prediction+optimisation | Oct 26, 2020 | Decision MakingPrediction | CodeCode Available | 1 |
| Multi-agent active perception with prediction rewards | Oct 22, 2020 | Prediction | CodeCode Available | 1 |
