| SceneAware: Scene-Constrained Pedestrian Trajectory Prediction with LLM-Guided Walkability | Jun 17, 2025 | Pedestrian Trajectory PredictionScene Understanding | CodeCode Available | 0 |
| Towards Predicting Any Human Trajectory In Context | Jun 1, 2025 | In-Context LearningPedestrian Trajectory Prediction | —Unverified | 0 |
| SocialMOIF: Multi-Order Intention Fusion for Pedestrian Trajectory Prediction | Apr 22, 2025 | Pedestrian Trajectory PredictionTrajectory Forecasting | —Unverified | 0 |
| Learning Velocity and Acceleration: Self-Supervised Motion Consistency for Pedestrian Trajectory Prediction | Mar 31, 2025 | Pedestrian Trajectory PredictionPosition | —Unverified | 0 |
| GUIDE-CoT: Goal-driven and User-Informed Dynamic Estimation for Pedestrian Trajectory using Chain-of-Thought | Mar 10, 2025 | Pedestrian Trajectory PredictionPrediction | CodeCode Available | 0 |
| Unified Spatial-Temporal Edge-Enhanced Graph Networks for Pedestrian Trajectory Prediction | Feb 4, 2025 | Pedestrian Trajectory PredictionTrajectory Prediction | CodeCode Available | 1 |
| Where Do You Go? Pedestrian Trajectory Prediction using Scene Features | Jan 23, 2025 | Autonomous VehiclesImage Enhancement | —Unverified | 0 |
| A Spatio-temporal Graph Network Allowing Incomplete Trajectory Input for Pedestrian Trajectory Prediction | Jan 22, 2025 | Pedestrian Trajectory PredictionPrediction | —Unverified | 0 |
| DSTIGCN: Deformable Spatial-Temporal Interaction Graph Convolution Network for Pedestrian Trajectory Prediction | Jan 16, 2025 | Autonomous DrivingPedestrian Trajectory Prediction | CodeCode Available | 1 |
| Pedestrian Trajectory Prediction Based on Social Interactions Learning With Random Weights | Jan 13, 2025 | Pedestrian Trajectory PredictionSelf-Driving Cars | —Unverified | 0 |
