| 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 |
| FluidNexus: 3D Fluid Reconstruction and Prediction from a Single Video | Mar 6, 2025 | Future predictionNovel View Synthesis | —Unverified | 0 |
| A Survey of World Models for Autonomous Driving | Jan 20, 2025 | Anomaly DetectionAutonomous Driving | CodeCode Available | 1 |
| Advancing Semantic Future Prediction through Multimodal Visual Sequence Transformers | Jan 14, 2025 | Future predictionPrediction | CodeCode Available | 1 |
| Navigating Tomorrow: Reliably Assessing Large Language Models Performance on Future Event Prediction | Jan 10, 2025 | Articlescounterfactual | —Unverified | 0 |
| Back To The Future: A Hybrid Transformer-XGBoost Model for Action-oriented Future-proofing Nowcasting | Dec 21, 2024 | Future prediction | —Unverified | 0 |
| A Novel Machine Learning Classifier Based on Genetic Algorithms and Data Importance Reformatting | Dec 17, 2024 | Future prediction | —Unverified | 0 |
| Imagine-2-Drive: Leveraging High-Fidelity World Models via Multi-Modal Diffusion Policies | Nov 15, 2024 | Autonomous DrivingAutonomous Vehicles | —Unverified | 0 |
| TrajAgent: An Agent Framework for Unified Trajectory Modelling | Oct 27, 2024 | Future predictionLanguage Modeling | CodeCode Available | 1 |
| From Cognition to Precognition: A Future-Aware Framework for Social Navigation | Sep 20, 2024 | Future predictionNavigate | CodeCode Available | 2 |
