Yasoz / DiffTraj
The implemention of DiffTraj: Generating GPS Trajectory with Diffusion Probabilistic Model
☆61Updated 6 months ago
Alternatives and similar repositories for DiffTraj:
Users that are interested in DiffTraj are comparing it to the libraries listed below
- Continuous Trajectory Generation Based on Two-Stage GAN, AAAI 2023.☆41Updated last year
- The implementation of ControlTraj: Controllable Trajectory Generation with Topology-Constrained Diffusion Model☆19Updated last month
- Road Network Enhanced Trajectory Recovery with Spatial-Temporal Transformer (ICDE'23)☆37Updated 9 months ago
- Contrastive Trajectory Similarity Learning with Dual-Feature Attention (TrajCL) - ICDE 2023☆50Updated last year
- [ICDE2023] A PyTorch implementation of Self-supervised Trajectory Representation Learning with Temporal Regularities and Travel Semantics…☆77Updated 10 months ago
- Simulating human mobility with a trajectory generation framework based on diffusion model☆21Updated 11 months ago
- Map-Constrained Trajectory Recovery (KDD'21)☆56Updated 2 years ago
- Paper & Code & Dataset Collection of Spatial-Temporal Data Mining.☆119Updated 8 months ago
- Source code for the UniTE pipeline.☆15Updated this week
- Source codes of KDD2021 paper "Generating Mobility Trajectories with Retained Data Utility"☆23Updated 3 years ago
- ☆14Updated last year
- Implementation code for the model Diffusion-based Origin-destination Travel Time Estimation (DOT), proposed in the SIGMOD 2024 paper "Ori…☆16Updated 5 months ago
- Summary of Spatio-Temporal Representation Learning Models.☆72Updated 2 years ago
- This repo is about paper "Efficient Trajectory Similarity Computation with Contrastive Learning".☆13Updated 3 years ago
- Traffic Flow Prediction with Vehicle Trajectories☆68Updated 3 years ago
- A Two-Stage Gan architecture to generate trajectory conditioned on maps information.☆41Updated 2 years ago
- When Will We Arrive? A Novel Multi-Task Spatio-Temporal Attention Network Based on Individual Preference for Estimating Travel Time☆35Updated last year
- Source code for Spatio-Temporal Trajectory Similarity Learning in Road Networks. KDD 2022.☆49Updated 2 years ago
- The official implementation of "COLA: Cross-city Mobility Transformer for Human Trajectory Simulation".☆17Updated 10 months ago
- A professional list of Deep Learning and Large (Language) Models (LM, LLM, FM) for Trajectory Data Management and Mining.☆183Updated 11 months ago
- Code of CIKM'22 paper Jointly Contrastive Learning on Road Network and Trajectory☆27Updated 5 months ago
- ☆15Updated 2 years ago
- The official implementation of "Activity Trajectory Generation via Modeling Spatiotemporal Dynamics"☆32Updated last year
- [KDD 2020 (AI for COVID-19)] Learning to Simulate Human Mobility☆46Updated 3 years ago
- few-shot models for short-term traffic prediction☆17Updated last year
- 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
- ☆22Updated 3 years ago
- A pytorch implementation of TrajFormer, CIKM-22☆15Updated last year
- ☆10Updated 3 years ago