tsinghua-fib-lab / TrajSynVAE
☆11Updated last year
Alternatives and similar repositories for TrajSynVAE:
Users that are interested in TrajSynVAE are comparing it to the libraries listed below
- The official implementation of "Activity Trajectory Generation via Modeling Spatiotemporal Dynamics"☆32Updated last year
- ☆14Updated last year
- The official implementation of "COLA: Cross-city Mobility Transformer for Human Trajectory Simulation".☆18Updated 11 months ago
- [KDD 2020 (AI for COVID-19)] Learning to Simulate Human Mobility☆46Updated 3 years ago
- The implemention of DiffTraj: Generating GPS Trajectory with Diffusion Probabilistic Model☆63Updated 7 months ago
- ☆24Updated 6 months ago
- Continuous Trajectory Generation Based on Two-Stage GAN, AAAI 2023.☆41Updated last year
- [ICDE2023] A PyTorch implementation of Self-supervised Trajectory Representation Learning with Temporal Regularities and Travel Semantics…☆79Updated 11 months ago
- Source codes of KDD2021 paper "Generating Mobility Trajectories with Retained Data Utility"☆23Updated 3 years ago
- Map-Constrained Trajectory Recovery (KDD'21)☆56Updated 2 years ago
- Official implementation of "Towards Generative Modeling of Urban Flow through Knowledge-enhanced Denoising Diffusion"(SIGSPATIAL'23)☆22Updated last year
- The benchmark related to the survey: An Interdisciplinary Survey on Origin-destination Flows Modeling: Theory and Techniques☆28Updated last year
- The implementation of ControlTraj: Controllable Trajectory Generation with Topology-Constrained Diffusion Model☆21Updated last month
- Implementation code for the Time-Aware Location Embedding (TALE) model, proposed in the TKDE paper "Pre-Training Time-Aware Location Embe…☆16Updated 5 months ago
- The codes and data of paper "Curb-GAN: Conditional Urban Traffic Estimation through Spatio-Temporal Generative Adversarial Networks"☆32Updated 5 years ago
- ☆15Updated last year
- ☆17Updated 4 months ago
- Road Network Enhanced Trajectory Recovery with Spatial-Temporal Transformer (ICDE'23)☆39Updated 10 months ago
- A Two-Stage Gan architecture to generate trajectory conditioned on maps information.☆43Updated 2 years ago
- Implementation code for the Context and Time-aware Location Embedding (CTLE) model, proposed in the AAAI 2021 paper "Pre-training Context…☆34Updated 5 months ago
- LLMob is an intuitive framework that builds reasoning logic for LLMs in the context of personal activity trajectory generation.☆39Updated last week
- Source code for Spatio-Temporal Trajectory Similarity Learning in Road Networks. KDD 2022.☆49Updated 2 years ago
- ☆14Updated 7 months ago
- [CIKM 2021 Resource Paper] DL-Traff: Survey and Benchmark of Deep Learning Models for Urban Traffic Prediction (Grid Part)☆54Updated 2 years ago
- ☆22Updated 3 years ago
- ☆136Updated 2 years ago
- ☆16Updated 2 years ago
- Simulating human mobility with a trajectory generation framework based on diffusion model☆21Updated last year
- Contrastive Trajectory Similarity Learning with Dual-Feature Attention (TrajCL) - ICDE 2023☆50Updated last year
- A diffusion-based framework for spatio-temporal point processes☆67Updated last year