Trending repositories for topic trajectory-prediction
Dataset, code and model for the CVPR'20 paper "The Garden of Forking Paths: Towards Multi-Future Trajectory Prediction". And for the ECCV'20 SimAug paper.
Dataset, code and model for the CVPR'20 paper "The Garden of Forking Paths: Towards Multi-Future Trajectory Prediction". And for the ECCV'20 SimAug paper.
Code for "Social GAN: Socially Acceptable Trajectories with Generative Adversarial Networks", Gupta et al, CVPR 2018
A selection of state-of-the-art research materials on trajectory prediction
LibCity: An Open Library for Urban Spatial-temporal Data Mining
[RAL 2025]Multi-Agent Trajectory Prediction with Difficulty-Guided Feature Enhancement Network
⭕️ Official codes for "SocialCircle: Learning the Angle-based Social Interaction Representation for Pedestrian Trajectory Prediction" (CVPR2024)
[ECCV 2024] Accelerating Online Mapping and Behavior Prediction via Direct BEV Feature Attention
[CVPR 2024 Award Candidate] Producing and Leveraging Online Map Uncertainty in Trajectory Prediction
Dataset, code and model for the CVPR'20 paper "The Garden of Forking Paths: Towards Multi-Future Trajectory Prediction". And for the ECCV'20 SimAug paper.
Code for "Transformer Networks for Trajectory Forecasting"
[RAL 2025]Multi-Agent Trajectory Prediction with Difficulty-Guided Feature Enhancement Network
⭕️ Official codes for "SocialCircle: Learning the Angle-based Social Interaction Representation for Pedestrian Trajectory Prediction" (CVPR2024)
[ECCV 2024] Accelerating Online Mapping and Behavior Prediction via Direct BEV Feature Attention
[CVPR 2024 Award Candidate] Producing and Leveraging Online Map Uncertainty in Trajectory Prediction
Dataset, code and model for the CVPR'20 paper "The Garden of Forking Paths: Towards Multi-Future Trajectory Prediction". And for the ECCV'20 SimAug paper.
Code for "Social GAN: Socially Acceptable Trajectories with Generative Adversarial Networks", Gupta et al, CVPR 2018
LibCity: An Open Library for Urban Spatial-temporal Data Mining
Code for "Transformer Networks for Trajectory Forecasting"
A selection of state-of-the-art research materials on trajectory prediction
A selection of state-of-the-art research materials on trajectory prediction
A Unified Framework for scalable Vehicle Trajectory Prediction, ECCV 2024
LibCity: An Open Library for Urban Spatial-temporal Data Mining
[CVPR 2024 Award Candidate] Producing and Leveraging Online Map Uncertainty in Trajectory Prediction
[ECCV 2024] Accelerating Online Mapping and Behavior Prediction via Direct BEV Feature Attention
Pytorch implementation of CVPR2020 paper “VectorNet: Encoding HD Maps and Agent Dynamics from Vectorized Representation”
[ICCV 2021] Official PyTorch Implementation of "AgentFormer: Agent-Aware Transformers for Socio-Temporal Multi-Agent Forecasting".
[RAL 2025]Multi-Agent Trajectory Prediction with Difficulty-Guided Feature Enhancement Network
lstm-rnn, seq2seq model and attention-seq2seq model for vessel trajectory prediction.
This is a list of papers related to traffic agent trajectory prediction.
The ApolloScape Open Dataset for Autonomous Driving and its Application.
Code for "Social GAN: Socially Acceptable Trajectories with Generative Adversarial Networks", Gupta et al, CVPR 2018
[ICRA 2023] Intention Aware Robot Crowd Navigation with Attention-Based Interaction Graph
Code for "Transformer Networks for Trajectory Forecasting"
⭕️ Official codes for "SocialCircle: Learning the Angle-based Social Interaction Representation for Pedestrian Trajectory Prediction" (CVPR2024)
Solution for Waymo Motion Prediction Challenge 2022. Our implementation of MultiPath++
[ISPRS 2023]Official PyTorch Implementation of "GATraj: A Graph- and Attention-based Multi-Agent Trajectory Prediction Model"
[ICDE2023] A PyTorch implementation of Self-supervised Trajectory Representation Learning with Temporal Regularities and Travel Semantics Framework (START).
[RAL 2025]Multi-Agent Trajectory Prediction with Difficulty-Guided Feature Enhancement Network
[ECCV 2024] Accelerating Online Mapping and Behavior Prediction via Direct BEV Feature Attention
⭕️ Official codes for "SocialCircle: Learning the Angle-based Social Interaction Representation for Pedestrian Trajectory Prediction" (CVPR2024)
[CVPR 2024 Award Candidate] Producing and Leveraging Online Map Uncertainty in Trajectory Prediction
lstm-rnn, seq2seq model and attention-seq2seq model for vessel trajectory prediction.
A Unified Framework for scalable Vehicle Trajectory Prediction, ECCV 2024
This is the official implementation of the paper "Scene Informer: Anchor-based Occlusion Inference and Trajectory Prediction in Partially Observable Environments" by Bernard Lange, Jiachen Li, and Myk...
[ISPRS 2023]Official PyTorch Implementation of "GATraj: A Graph- and Attention-based Multi-Agent Trajectory Prediction Model"
Code for: "Skeleton-Graph: Long-Term 3D Motion Prediction From 2D Observations Using Deep Spatio-Temporal Graph CNNs", ICCV2021 Workshops
Pytorch implementation of CVPR2020 paper “VectorNet: Encoding HD Maps and Agent Dynamics from Vectorized Representation”
[ICDE2023] A PyTorch implementation of Self-supervised Trajectory Representation Learning with Temporal Regularities and Travel Semantics Framework (START).
[ICCV 2021] Official PyTorch Implementation of "AgentFormer: Agent-Aware Transformers for Socio-Temporal Multi-Agent Forecasting".
[ICRA 2023] Intention Aware Robot Crowd Navigation with Attention-Based Interaction Graph
Implementation of CVPR 2022 paper "On Adversarial Robustness of Trajectory Prediction for Autonomous Vehicles" https://arxiv.org/abs/2201.05057
A Keras multi-input multi-output LSTM-based RNN for object trajectory forecasting
Paper & Code & Dataset Collection of Spatial-Temporal Data Mining.
Pytorch Implementation for Stepwise Goal-Driven Networks for Trajectory Prediction (RA-L/ICRA2022)
[CVPR 2024] SmartRefine: A Scenario-Adaptive Refinement Framework for Efficient Motion Prediction
[ECCV 2024] Accelerating Online Mapping and Behavior Prediction via Direct BEV Feature Attention
A Unified Framework for scalable Vehicle Trajectory Prediction, ECCV 2024
A selection of state-of-the-art research materials on trajectory prediction
[CVPR 2024 Award Candidate] Producing and Leveraging Online Map Uncertainty in Trajectory Prediction
LibCity: An Open Library for Urban Spatial-temporal Data Mining
This is a list of papers related to traffic agent trajectory prediction.
[CVPR 2024] SmartRefine: A Scenario-Adaptive Refinement Framework for Efficient Motion Prediction
[ECCV 2024] Accelerating Online Mapping and Behavior Prediction via Direct BEV Feature Attention
[ICRA 2023] Intention Aware Robot Crowd Navigation with Attention-Based Interaction Graph
The ApolloScape Open Dataset for Autonomous Driving and its Application.
Code for "Social GAN: Socially Acceptable Trajectories with Generative Adversarial Networks", Gupta et al, CVPR 2018
Pytorch implementation of CVPR2020 paper “VectorNet: Encoding HD Maps and Agent Dynamics from Vectorized Representation”
[CVPR2023] Leapfrog Diffusion Model for Stochastic Trajectory Prediction
[AAAI 2024] Official PyTorch Implementation of ''BAT: Behavior-Aware Human-Like Trajectory Prediction for Autonomous Driving''.
Paper & Code & Dataset Collection of Spatial-Temporal Data Mining.
Solution for Waymo Motion Prediction Challenge 2022. Our implementation of MultiPath++
Code for "Transformer Networks for Trajectory Forecasting"
[RAL 2025]Multi-Agent Trajectory Prediction with Difficulty-Guided Feature Enhancement Network
Summary of open source code for deep learning models in the field of traffic prediction
A Unified Framework for scalable Vehicle Trajectory Prediction, ECCV 2024
[CVPR 2024 Award Candidate] Producing and Leveraging Online Map Uncertainty in Trajectory Prediction
[RAL 2025]Multi-Agent Trajectory Prediction with Difficulty-Guided Feature Enhancement Network
⭕️ Official codes for "SocialCircle: Learning the Angle-based Social Interaction Representation for Pedestrian Trajectory Prediction" (CVPR2024)
[CVPR 2024] SmartRefine: A Scenario-Adaptive Refinement Framework for Efficient Motion Prediction
[IEEE TIV] Official PyTorch Implementation of ''A Cognitive-Based Trajectory Prediction Approach for Autonomous Driving.''
[AAAI 2024] Official PyTorch Implementation of ''BAT: Behavior-Aware Human-Like Trajectory Prediction for Autonomous Driving''.
Human Scene Transformer: A framework for trajectory prediction and wrappers for reframing the JRDB dataset for the prediction task.
This is the official implementation of the paper "Scene Informer: Anchor-based Occlusion Inference and Trajectory Prediction in Partially Observable Environments" by Bernard Lange, Jiachen Li, and Myk...
Paper & Code & Dataset Collection of Spatial-Temporal Data Mining.
Using PINN based MPC for motion planning for SDC and LSTM for pedestrain's trajectory prediction as dynamic obstacles
PyTorch implementation for Social-LSTM, which is built to predict multi-vessel trajectories.
[ICRA 2023] Intention Aware Robot Crowd Navigation with Attention-Based Interaction Graph
This repository contains implementation of "Pishgu: A Universal Path Prediction Network Architecture for Real-time Cyber-physical Edge Systems".
lstm-rnn, seq2seq model and attention-seq2seq model for vessel trajectory prediction.
This is the official code for the paper RAP: Risk-Aware Prediction for Robust Planning: https://arxiv.org/abs/2210.01368
This is a list of papers related to traffic agent trajectory prediction.
[CVPR2023] Leapfrog Diffusion Model for Stochastic Trajectory Prediction
[ISPRS 2023]Official PyTorch Implementation of "GATraj: A Graph- and Attention-based Multi-Agent Trajectory Prediction Model"