| Long-term Pedestrian Trajectory Prediction using Mutable Intention Filter and Warp LSTM | Jun 30, 2020 | motion predictionNavigate | CodeCode Available | 1 |
| STIGCN: spatial–temporal interaction‑aware graph convolution network for pedestrian trajectory prediction | Dec 30, 2023 | Autonomous DrivingPedestrian Trajectory Prediction | CodeCode Available | 1 |
| Learning Sparse Interaction Graphs of Partially Detected Pedestrians for Trajectory Prediction | Jul 15, 2021 | Pedestrian Trajectory PredictionPrediction | CodeCode Available | 1 |
| BiTraP: Bi-directional Pedestrian Trajectory Prediction with Multi-modal Goal Estimation | Jul 29, 2020 | Autonomous DrivingCollision Avoidance | CodeCode Available | 1 |
| Social-Implicit: Rethinking Trajectory Prediction Evaluation and The Effectiveness of Implicit Maximum Likelihood Estimation | Mar 6, 2022 | Human motion predictionmotion prediction | CodeCode Available | 1 |
| MG-GAN: A Multi-Generator Model Preventing Out-of-Distribution Samples in Pedestrian Trajectory Prediction | Aug 20, 2021 | Pedestrian Trajectory PredictionTrajectory Prediction | CodeCode Available | 1 |
| Pedestrian Trajectory Prediction with Missing Data: Datasets, Imputation, and Benchmarking | Oct 31, 2024 | BenchmarkingImputation | CodeCode Available | 1 |
| SGCN:Sparse Graph Convolution Network for Pedestrian Trajectory Prediction | Apr 4, 2021 | Pedestrian Trajectory PredictionPrediction | CodeCode Available | 1 |
| GigaTraj: Predicting Long-term Trajectories of Hundreds of Pedestrians in Gigapixel Complex Scenes | Jan 1, 2024 | Pedestrian Trajectory PredictionPrediction | —Unverified | 0 |
| GDTS: Goal-Guided Diffusion Model with Tree Sampling for Multi-Modal Pedestrian Trajectory Prediction | Nov 25, 2023 | Autonomous DrivingDenoising | —Unverified | 0 |
| ForceFormer: Exploring Social Force and Transformer for Pedestrian Trajectory Prediction | Feb 15, 2023 | Autonomous DrivingPedestrian Trajectory Prediction | —Unverified | 0 |
| Evaluating Pedestrian Trajectory Prediction Methods with Respect to Autonomous Driving | Aug 9, 2023 | Autonomous DrivingAutonomous Vehicles | —Unverified | 0 |
| Bézier Curve Gaussian Processes | May 3, 2022 | Bayesian InferenceGaussian Processes | —Unverified | 0 |
| Analysis and Prediction of Pedestrian Crosswalk Behavior during Automated Vehicle Interactions | Mar 22, 2020 | Motion PlanningPedestrian Trajectory Prediction | —Unverified | 0 |
| Euro-PVI: Pedestrian Vehicle Interactions in Dense Urban Centers | Jun 22, 2021 | Autonomous VehiclesPedestrian Trajectory Prediction | —Unverified | 0 |
| AVGCN: Trajectory Prediction using Graph Convolutional Networks Guided by Human Attention | Jan 14, 2021 | Pedestrian Trajectory PredictionPrediction | —Unverified | 0 |
| Attentional-GCNN: Adaptive Pedestrian Trajectory Prediction towards Generic Autonomous Vehicle Use Cases | Nov 23, 2020 | motion predictionPedestrian Trajectory Prediction | —Unverified | 0 |
| Learning Velocity and Acceleration: Self-Supervised Motion Consistency for Pedestrian Trajectory Prediction | Mar 31, 2025 | Pedestrian Trajectory PredictionPosition | —Unverified | 0 |
| Learning the Pedestrian-Vehicle Interaction for Pedestrian Trajectory Prediction | Feb 10, 2022 | Pedestrian Trajectory PredictionTrajectory Prediction | —Unverified | 0 |
| 3DOF Pedestrian Trajectory Prediction Learned from Long-Term Autonomous Mobile Robot Deployment Data | Sep 30, 2017 | DecoderHuman Detection | —Unverified | 0 |
| Knowledge-aware Graph Transformer for Pedestrian Trajectory Prediction | Jan 10, 2024 | Autonomous VehiclesDomain Adaptation | —Unverified | 0 |
| DROGON: A Trajectory Prediction Model based on Intention-Conditioned Behavior Reasoning | Jul 31, 2019 | Pedestrian Trajectory PredictionPrediction | —Unverified | 0 |
| Incremental Learning of Motion Primitives for Pedestrian Trajectory Prediction at Intersections | Nov 21, 2019 | Gaussian ProcessesIncremental Learning | —Unverified | 0 |
| LG-Traj: LLM Guided Pedestrian Trajectory Prediction | Mar 12, 2024 | DecoderPedestrian Trajectory Prediction | —Unverified | 0 |
| IA-LSTM: Interaction-Aware LSTM for Pedestrian Trajectory Prediction | Nov 26, 2023 | Pedestrian Trajectory PredictionPrediction | —Unverified | 0 |