The implementation of ControlTraj: Controllable Trajectory Generation with Topology-Constrained Diffusion Model
☆42Jan 31, 2025Updated last year
Alternatives and similar repositories for ControlTraj
Users that are interested in ControlTraj are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ☆27Oct 28, 2024Updated last year
- The implemention of DiffTraj: Generating GPS Trajectory with Diffusion Probabilistic Model☆105Aug 5, 2024Updated last year
- Creating High-Fidelity Synthetic GPS Trajectory Dataset for Urban Mobility Analysis☆22Mar 12, 2026Updated 2 months ago
- The official implementation of "COLA: Cross-city Mobility Transformer for Human Trajectory Simulation".☆22Jan 31, 2026Updated 4 months ago
- ☆16Apr 9, 2025Updated last year
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- Implementation for NeurIPS 2025 paper: UniTraj: Learning a Universal Trajectory Foundation Model from Billion-Scale Worldwide Traces☆33Dec 11, 2025Updated 6 months ago
- Source code for ICLR 2024 paper "GRAPH-CONSTRAINED DIFFUSION FOR END-TO-END PATH PLANNING"☆14Jun 4, 2024Updated 2 years ago
- ☆16Jan 18, 2023Updated 3 years ago
- Summary of Spatio-Temporal Representation Learning Models.☆82Jan 26, 2023Updated 3 years ago
- [ICDE2023] A PyTorch implementation of Self-supervised Trajectory Representation Learning with Temporal Regularities and Travel Semantics…☆95Apr 5, 2024Updated 2 years ago
- The official repository for TensorFlow 2.0 implementation of MetaTTE.☆10Mar 9, 2022Updated 4 years ago
- Road Network Enhanced Trajectory Recovery with Spatial-Temporal Transformer (ICDE'23)☆51Jun 14, 2025Updated 11 months ago
- trajectory recovery; trajectory anomaly detection; 轨迹修复; 轨迹异常检测☆28Apr 24, 2023Updated 3 years ago
- The official implementation of Spatiotemporal Gated Traffic Trajectory Simulation with Semantic-aware Graph Learning (Information Fusion …☆10May 6, 2024Updated 2 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Map-Constrained Trajectory Recovery (KDD'21)☆61Apr 13, 2022Updated 4 years ago
- [AAAI'22] Event-Aware Multimodal Mobility Nowcasting☆14Sep 12, 2022Updated 3 years ago
- WWW23-Learning Social Meta-knowledge for Nowcasting Human Mobility in Disaster☆17Feb 5, 2023Updated 3 years ago
- ☆17May 22, 2024Updated 2 years ago
- SARN: Spatial Structure-Aware Road Network Embedding via Graph Contrastive Learning - EDBT 2023☆20Aug 7, 2023Updated 2 years ago
- A Two-Stage Gan architecture to generate trajectory conditioned on maps information.☆48Jul 25, 2022Updated 3 years ago
- ☆31Sep 13, 2024Updated last year
- The official implementation of "Activity Trajectory Generation via Modeling Spatiotemporal Dynamics"☆34Jan 8, 2024Updated 2 years ago
- Source codes of KDD2021 paper "Generating Mobility Trajectories with Retained Data Utility"☆29Sep 12, 2021Updated 4 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- The official PyTorch implementation of "Learning to Simulate Daily Activities via Modeling Dynamic Human Needs" (WWW'23)☆19Mar 25, 2024Updated 2 years ago
- The official implementation of 'Spatiotemporal-Augmented Graph Neural Networks for Human Mobility Simulation'.☆15Nov 2, 2024Updated last year
- Continuous Trajectory Generation Based on Two-Stage GAN, AAAI 2023.☆47May 17, 2023Updated 3 years ago
- Contrastive Trajectory Similarity Learning with Dual-Feature Attention (TrajCL) - ICDE 2023☆68Jul 16, 2025Updated 10 months ago
- [WWW2024] More Than Routing: Joint GPS and Route Modeling for Refine Trajectory Representation Learning☆77Jul 3, 2025Updated 11 months ago
- ☆50Oct 2, 2025Updated 8 months ago
- ☆19Mar 12, 2025Updated last year
- [KDD 2025] MM-Path: Multi-modal, Multi-granularity Path Representation Learning.☆16Jan 9, 2025Updated last year
- A diffusion-based framework for spatio-temporal point processes☆77Mar 25, 2024Updated 2 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- [AAAI 2025] Holistic Semantic Representation for Navigational Trajectory Generation☆19Mar 7, 2026Updated 3 months ago
- ☆19Jul 17, 2025Updated 10 months ago
- ☆15Jun 17, 2025Updated 11 months ago
- Learning Text-Enhanced Urban Region Profiling with Contrastive Language-Image Pre-Training☆45Apr 28, 2024Updated 2 years ago
- Leveraging the Spatial Hierarchy: Coarse-to-fine Trajectory Generation via Cascaded Hybrid Diffusion☆17Apr 29, 2026Updated last month
- ☆47Sep 2, 2022Updated 3 years ago
- A professional list on Multi-modal Data Fusion Models and Key Datasets for Urban Computing.☆176Dec 16, 2024Updated last year