amazon-science / explainable-trajectory-predictionLinks
Official code repository for the ICLR 2022 paper "You Mostly Walk Alone: Analyzing Feature Attribution in Trajectory Prediction".
☆13Updated 11 months ago
Alternatives and similar repositories for explainable-trajectory-prediction
Users that are interested in explainable-trajectory-prediction are comparing it to the libraries listed below
Sorting:
- [CVPR22] Towards Robust and Adaptive Motion Forecasting: A Causal Representation Perspective☆74Updated 2 years ago
- The official PyTorch code implementation of "Human Trajectory Prediction via Counterfactual Analysis" in ICCV 2021.☆73Updated 3 years ago
- [ECCV 2022 Oral] Official Implementation of "Social-SSL: Self-Supervised Cross-Sequence Representation Learning Based on Transformers for…☆21Updated 2 years ago
- Codes for paper "Three Steps to Multimodal Trajectory Prediction: Modality Clustering, Classification and Synthesis", "Human Trajectory P…☆32Updated 2 years ago
- 🚶♀️Awesome repository for pedestrian trajectory prediction☆13Updated 2 years ago
- ☆25Updated last year
- Official repository for paper "Likelihood-Based Diverse Sampling for Trajectory Forecasting" (ICCV 2021)☆22Updated 3 years ago
- ☆63Updated last year
- [IEEE T-PAMI 2023] Unified heterogeneous transformer-based graph neural network for motion prediction☆120Updated last year
- The official PyTorch code implementation of "Personalized Trajectory Prediction via Distribution Discrimination" in ICCV 2021.☆32Updated 3 years ago
- The official repository of the ICCV paper "On Exposing the Challenging Long Tail in Future Prediction of Traffic Actors"☆28Updated 3 years ago
- [CVPR 2025] Official implementation of three papers "Certified Human Trajectory Prediction", "Vehicle trajectory prediction works, but no…☆111Updated last month
- ☆14Updated 4 years ago
- This repo is the official implementation of "MART: MultiscAle Relational Transformer Networks for Trajectory Prediction", ECCV 2024.☆49Updated 6 months ago
- ☆48Updated 2 years ago
- ☆64Updated last year
- Social Interpretable Tree for Pedestrian Trajectory Prediction (AAAI22)☆27Updated 3 years ago
- [ICRA 2024]Context-Aware Timewise VAEs for Real-Time Vehicle Trajectory Prediction☆62Updated last year
- Code for "Towards Explainable Multi-modal Motion Prediction using Graph Representations"☆33Updated 2 years ago
- ☆24Updated last year
- ICCV2021 Expert-Goal Trajectory Prediction☆28Updated 3 years ago
- The official implementation of "Hierarchical Latent Structure for Multi-Modal Vehicle Trajectory Forecasting" presented in ECCV2022.☆42Updated 11 months ago
- SoPhie: An Attentive GAN for Predicting Paths Compliant to Social and Physical Constraints☆61Updated 2 years ago
- ☆43Updated 2 years ago
- ☆26Updated 2 years ago
- Trajectory Prediction with Local Self-Attentive Contexts for Autonomous Driving (NeurIPS 2020)☆46Updated 3 years ago
- Dataset Preparation for TrajNet++☆31Updated 2 years ago
- [CVPR22] GroupNet: Multiscale Hypergraph Neural Networks for Trajectory Prediction with Relational Reasoning☆125Updated 2 years ago
- Code for the CVPR 2022 paper "ScePT: Scene-consistent, Policy-based Trajectory Predictions for Planning" by Yuxiao Chen, Boris Ivanovic, …☆83Updated last year
- Official code for the Paper "Goal-driven Self-Attentive Recurrent Networks for Trajectory Prediction", CVPRW 2022☆51Updated 2 years ago