Yasoz / ControlTraj
The implementation of ControlTraj: Controllable Trajectory Generation with Topology-Constrained Diffusion Model
☆21Updated 2 months ago
Alternatives and similar repositories for ControlTraj:
Users that are interested in ControlTraj are comparing it to the libraries listed below
- The implemention of DiffTraj: Generating GPS Trajectory with Diffusion Probabilistic Model☆65Updated 7 months ago
- Creating High-Fidelity Synthetic GPS Trajectory Dataset for Urban Mobility Analysis☆12Updated 10 months ago
- WWW23-Learning Social Meta-knowledge for Nowcasting Human Mobility in Disaster☆17Updated 2 years ago
- ☆18Updated 5 months ago
- Implementation code for the model Diffusion-based Origin-destination Travel Time Estimation (DOT), proposed in the SIGMOD 2024 paper "Ori…☆16Updated 6 months ago
- ☆24Updated 6 months ago
- The official implementation of "COLA: Cross-city Mobility Transformer for Human Trajectory Simulation".☆18Updated 11 months ago
- ☆14Updated last year
- The codes and data of paper "Curb-GAN: Conditional Urban Traffic Estimation through Spatio-Temporal Generative Adversarial Networks"☆32Updated 5 years ago
- A diffusion-based framework for spatio-temporal point processes☆68Updated last year
- Source codes of KDD2021 paper "Generating Mobility Trajectories with Retained Data Utility"☆23Updated 3 years ago
- ☆15Updated 5 months ago
- ☆13Updated 3 years ago
- Code of CIKM'22 paper Jointly Contrastive Learning on Road Network and Trajectory☆27Updated 6 months ago
- [CIKM 2022] Source codes of CIKM2022 Full Paper "Domain Adversarial Spatial-Temporal Network: A Transferable Framework for Short-term Tra…☆44Updated 2 years ago
- The official implementation of "Activity Trajectory Generation via Modeling Spatiotemporal Dynamics"☆32Updated last year
- Repo for CrossTReS: Cross-city Transfer Learning for Traffic Prediction via Source Region Selection☆17Updated 2 years ago
- Code for CIKM'23 "Cross-city Few-shot Traffic Forecasting via Traffic Pattern Bank"☆19Updated last year
- When Do Contrastive Learning Signals Help Spatio-Temporal Graph Forecasting? (SIGSPATIAL 2022)☆41Updated 2 years ago
- [ICDE2023] A PyTorch implementation of Self-supervised Trajectory Representation Learning with Temporal Regularities and Travel Semantics…☆79Updated 11 months ago
- [AAAI23] This it the official github for AAAI23 paper "Spatio-Temporal Meta-Graph Learning for Traffic Forecasting"☆112Updated last year
- Repository for ''Contextualizing MLP-Mixers Spatiotemporally for Urban Data Forecast at Scale''☆14Updated 11 months ago
- PyTorch implementaion of Spatial-Temporal Sequence to Sequence model.☆15Updated 3 years ago
- ☆11Updated last year
- Summary of Spatio-Temporal Representation Learning Models.☆72Updated 2 years ago
- Contrastive Trajectory Similarity Learning with Dual-Feature Attention (TrajCL) - ICDE 2023☆50Updated last year
- ☆49Updated 2 years ago
- ☆43Updated 2 years ago
- [KDD 2020 (AI for COVID-19)] Learning to Simulate Human Mobility☆46Updated 3 years ago
- ☆16Updated 2 years ago