tsinghua-fib-lab / PateGailLinks
☆16Updated 2 years ago
Alternatives and similar repositories for PateGail
Users that are interested in PateGail are comparing it to the libraries listed below
Sorting:
- Source codes of KDD2021 paper "Generating Mobility Trajectories with Retained Data Utility"☆29Updated 4 years ago
- The implemention of DiffTraj: Generating GPS Trajectory with Diffusion Probabilistic Model☆92Updated last year
- Map-Constrained Trajectory Recovery (KDD'21)☆59Updated 3 years ago
- [KDD 2020 (AI for COVID-19)] Learning to Simulate Human Mobility☆49Updated 3 years ago
- The implementation of ControlTraj: Controllable Trajectory Generation with Topology-Constrained Diffusion Model☆35Updated 9 months ago
- The official implementation of "COLA: Cross-city Mobility Transformer for Human Trajectory Simulation".☆19Updated last year
- ☆25Updated last year
- TKDE'23: A Survey and Experimental Study on Privacy-Preserving Trajectory Data Publishing☆12Updated 2 years ago
- [ICDE2023] A PyTorch implementation of Self-supervised Trajectory Representation Learning with Temporal Regularities and Travel Semantics…☆89Updated last year
- Creating High-Fidelity Synthetic GPS Trajectory Dataset for Urban Mobility Analysis☆19Updated 5 months ago
- ☆14Updated last year
- A Two-Stage Gan architecture to generate trajectory conditioned on maps information.☆47Updated 3 years ago
- Continuous Trajectory Generation Based on Two-Stage GAN, AAAI 2023.☆45Updated 2 years ago
- When Will We Arrive? A Novel Multi-Task Spatio-Temporal Attention Network Based on Individual Preference for Estimating Travel Time☆39Updated 6 months ago
- Road Network Enhanced Trajectory Recovery with Spatial-Temporal Transformer (ICDE'23)☆47Updated 4 months ago
- [CIKM 2021 Resource Paper] DL-Traff: Survey and Benchmark of Deep Learning Models for Urban Traffic Prediction (Grid Part)☆55Updated 3 years ago
- The official implementation of "Activity Trajectory Generation via Modeling Spatiotemporal Dynamics"☆34Updated last year
- The official implementation of 'Spatiotemporal-Augmented Graph Neural Networks for Human Mobility Simulation'.☆12Updated last year
- ☆14Updated 4 years ago
- Implementation code for the Time-Aware Location Embedding (TALE) model, proposed in the TKDE paper "Pre-Training Time-Aware Location Embe…☆16Updated last year
- A professional list of Deep Learning and Large (Language) Models (LM, LLM, FM) for Trajectory Data Management and Mining.☆253Updated 5 months ago
- LSTM-TrajGAN: A Deep Learning Approach to Trajectory Privacy Protection☆86Updated last year
- Paper & Code & Dataset Collection of Spatial-Temporal Data Mining.☆137Updated last year
- ☆16Updated last year
- Implementation code for the model Diffusion-based Origin-destination Travel Time Estimation (DOT), proposed in the SIGMOD 2024 paper "Ori…☆21Updated last year
- ☆16Updated 2 years ago
- An Open Source Spatio-Temporal Prediction Package☆217Updated last year
- ☆27Updated last year
- The codes and data of paper "Urban Traffic Prediction from Spatio-Temporal Data Using Deep Meta Learning"☆15Updated 6 years ago
- A collection of research on spatio-temporal data mining☆157Updated 9 months ago