| TimeMixer: Decomposable Multiscale Mixing for Time Series Forecasting | May 23, 2024 | Future predictionTime Series | CodeCode Available | 5 |
| AdaWorld: Learning Adaptable World Models with Latent Actions | Mar 24, 2025 | Future prediction | CodeCode Available | 3 |
| PhysTwin: Physics-Informed Reconstruction and Simulation of Deformable Objects from Videos | Mar 23, 2025 | 4D reconstructionDeformable Object Manipulation | CodeCode Available | 3 |
| BEVerse: Unified Perception and Prediction in Birds-Eye-View for Vision-Centric Autonomous Driving | May 19, 2022 | 3D Object DetectionAutonomous Driving | CodeCode Available | 2 |
| Seeing the Future, Perceiving the Future: A Unified Driving World Model for Future Generation and Perception | Mar 17, 2025 | Future predictionScene Generation | CodeCode Available | 2 |
| From Cognition to Precognition: A Future-Aware Framework for Social Navigation | Sep 20, 2024 | Future predictionNavigate | CodeCode Available | 2 |
| ST-P3: End-to-end Vision-based Autonomous Driving via Spatial-Temporal Feature Learning | Jul 15, 2022 | Autonomous DrivingBird's-Eye View Semantic Segmentation | CodeCode Available | 2 |
| Advancing Semantic Future Prediction through Multimodal Visual Sequence Transformers | Jan 14, 2025 | Future predictionPrediction | CodeCode Available | 1 |
| DeepLag: Discovering Deep Lagrangian Dynamics for Intuitive Fluid Prediction | Feb 4, 2024 | Future predictionPrediction | CodeCode Available | 1 |
| FIERY: Future Instance Prediction in Bird's-Eye View from Surround Monocular Cameras | Apr 21, 2021 | Autonomous DrivingBird's-Eye View Semantic Segmentation | CodeCode Available | 1 |
