| Social Processes: Probabilistic Meta-learning for Adaptive Multiparty Interaction Forecasting | Jan 3, 2025 | Human Behavior ForecastingMeta-Learning | CodeCode Available | 0 | 5 |
| Semantics-STGCNN: A Semantics-guided Spatial-Temporal Graph Convolutional Network for Multi-class Trajectory Prediction | Aug 10, 2021 | Pedestrian Trajectory PredictionTrajectory Prediction | CodeCode Available | 0 | 5 |
| SceneAware: Scene-Constrained Pedestrian Trajectory Prediction with LLM-Guided Walkability | Jun 17, 2025 | Pedestrian Trajectory PredictionScene Understanding | CodeCode Available | 0 | 5 |
| 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 | 5 |
| SimAug: Learning Robust Representations from 3D Simulation for Pedestrian Trajectory Prediction in Unseen Cameras | Apr 4, 2020 | Adversarial AttackAdversarial Defense | CodeCode Available | 0 | 5 |
| Graph2Kernel Grid-LSTM: A Multi-Cued Model for Pedestrian Trajectory Prediction by Learning Adaptive Neighborhoods | Jul 3, 2020 | Pedestrian Trajectory PredictionTrajectory Prediction | CodeCode Available | 0 | 5 |
| Multiple Hypothesis Dropout: Estimating the Parameters of Multi-Modal Output Distributions | Dec 18, 2023 | Multiple-choicePedestrian Trajectory Prediction | CodeCode Available | 0 | 5 |
| Meta-path Analysis on Spatio-Temporal Graphs for Pedestrian Trajectory Prediction | Feb 27, 2022 | Action RecognitionPedestrian Trajectory Prediction | CodeCode Available | 0 | 5 |
| GigaTraj: Predicting Long-term Trajectories of Hundreds of Pedestrians in Gigapixel Complex Scenes | Jan 1, 2024 | Pedestrian Trajectory PredictionPrediction | —Unverified | 0 | 0 |
| GDTS: Goal-Guided Diffusion Model with Tree Sampling for Multi-Modal Pedestrian Trajectory Prediction | Nov 25, 2023 | Autonomous DrivingDenoising | —Unverified | 0 | 0 |
