| Transductive Active Learning: Theory and Applications | Feb 13, 2024 | Active LearningBayesian Optimization | CodeCode Available | 2 | 5 |
| Joint Perception and Prediction for Autonomous Driving: A Survey | Dec 18, 2024 | Autonomous Drivingmotion prediction | CodeCode Available | 2 | 5 |
| DrFuse: Learning Disentangled Representation for Clinical Multi-Modal Fusion with Missing Modality and Modal Inconsistency | Mar 10, 2024 | PredictionPrognosis | CodeCode Available | 2 | 5 |
| Accurate RNA 3D structure prediction using a language model-based deep learning approach | Jul 4, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 2 | 5 |
| Federated Learning in Mobile Networks: A Comprehensive Case Study on Traffic Forecasting | Dec 5, 2024 | Federated LearningManagement | CodeCode Available | 2 | 5 |
| Descriptor-based Foundation Models for Molecular Property Prediction | Jun 18, 2025 | Molecular Property PredictionPrediction | CodeCode Available | 2 | 5 |
| M2I: From Factored Marginal Trajectory Prediction to Interactive Prediction | Feb 24, 2022 | Open-Ended Question AnsweringPrediction | CodeCode Available | 2 | 5 |
| Making Pre-trained Language Models Great on Tabular Prediction | Mar 4, 2024 | Prediction | CodeCode Available | 2 | 5 |
| Distribution-Free, Risk-Controlling Prediction Sets | Jan 7, 2021 | BIG-bench Machine LearningClassification | CodeCode Available | 2 | 5 |
| Map It Anywhere (MIA): Empowering Bird's Eye View Mapping using Large-scale Public Data | Jul 11, 2024 | Autonomous NavigationPrediction | CodeCode Available | 2 | 5 |
| Monocular Occupancy Prediction for Scalable Indoor Scenes | Jul 16, 2024 | 3D Semantic Scene Completion from a single RGB imagePrediction | CodeCode Available | 2 | 5 |
| MonoOcc: Digging into Monocular Semantic Occupancy Prediction | Mar 13, 2024 | 3D geometryAutonomous Vehicles | CodeCode Available | 2 | 5 |
| MPA: MultiPath++ Based Architecture for Motion Prediction | Jun 20, 2022 | Autonomous Drivingmotion prediction | CodeCode Available | 2 | 5 |
| Behind the Scenes: Density Fields for Single View Reconstruction | Jan 18, 2023 | Depth EstimationDepth Prediction | CodeCode Available | 2 | 5 |
| BEVerse: Unified Perception and Prediction in Birds-Eye-View for Vision-Centric Autonomous Driving | May 19, 2022 | 3D Object DetectionAutonomous Driving | CodeCode Available | 2 | 5 |
| MTR++: Multi-Agent Motion Prediction with Symmetric Scene Modeling and Guided Intention Querying | Jun 30, 2023 | Autonomous DrivingDecoder | CodeCode Available | 2 | 5 |
| Multi-Grained Angle Representation for Remote Sensing Object Detection | Sep 7, 2022 | Objectobject-detection | CodeCode Available | 2 | 5 |
| Any-step Dynamics Model Improves Future Predictions for Online and Offline Reinforcement Learning | May 27, 2024 | Gym halfcheetah-mediumGym halfcheetah-medium-expert | CodeCode Available | 2 | 5 |
| Multi-Patch Prediction: Adapting LLMs for Time Series Representation Learning | Feb 7, 2024 | Contrastive LearningPrediction | CodeCode Available | 2 | 5 |
| Deep Learning and Foundation Models for Weather Prediction: A Survey | Jan 12, 2025 | Deep LearningPrediction | CodeCode Available | 2 | 5 |
| Next Patch Prediction for Autoregressive Visual Generation | Dec 19, 2024 | Image GenerationPrediction | CodeCode Available | 2 | 5 |
| DeepPurpose: a Deep Learning Library for Drug-Target Interaction Prediction | Apr 19, 2020 | Deep LearningDrug Discovery | CodeCode Available | 2 | 5 |
| OccNeRF: Advancing 3D Occupancy Prediction in LiDAR-Free Environments | Dec 14, 2023 | Autonomous DrivingDepth Estimation | CodeCode Available | 2 | 5 |
| Open3DSG: Open-Vocabulary 3D Scene Graphs from Point Clouds with Queryable Objects and Open-Set Relationships | Feb 19, 2024 | 3d scene graph generationObject | CodeCode Available | 2 | 5 |
| Diving Deeper Into Pedestrian Behavior Understanding: Intention Estimation, Action Prediction, and Event Risk Assessment | Jun 29, 2024 | Prediction | CodeCode Available | 2 | 5 |
