changyanchuan / TrajCLLinks
Contrastive Trajectory Similarity Learning with Dual-Feature Attention (TrajCL) - ICDE 2023
☆66Updated 6 months ago
Alternatives and similar repositories for TrajCL
Users that are interested in TrajCL are comparing it to the libraries listed below
Sorting:
- [ICDE2023] A PyTorch implementation of Self-supervised Trajectory Representation Learning with Temporal Regularities and Travel Semantics…☆91Updated last year
- This repo is about paper "Efficient Trajectory Similarity Computation with Contrastive Learning".☆16Updated 4 years ago
- Source code for Spatio-Temporal Trajectory Similarity Learning in Road Networks. KDD 2022.☆50Updated 3 years ago
- Map-Constrained Trajectory Recovery (KDD'21)☆61Updated 3 years ago
- Summary of Spatio-Temporal Representation Learning Models.☆80Updated 2 years ago
- Road Network Enhanced Trajectory Recovery with Spatial-Temporal Transformer (ICDE'23)☆49Updated 7 months ago
- Code of CIKM'22 paper Jointly Contrastive Learning on Road Network and Trajectory☆38Updated last year
- [CIKM 2021 Resource Paper] DL-Traff: Survey and Benchmark of Deep Learning Models for Urban Traffic Prediction (Grid Part)☆58Updated 3 years ago
- SARN: Spatial Structure-Aware Road Network Embedding via Graph Contrastive Learning - EDBT 2023☆20Updated 2 years ago
- A professional list of Deep Learning and Large (Language) Models (LM, LLM, FM) for Trajectory Data Management and Mining.☆274Updated 8 months ago
- t2vec: Deep Representation Learning for Trajectory Similarity Computation☆148Updated 4 years ago
- Creating High-Fidelity Synthetic GPS Trajectory Dataset for Urban Mobility Analysis☆22Updated 8 months ago
- A Trajectory Preprocessing Toolkit in Python☆90Updated 4 months 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
- Paper & Code & Dataset Collection of Spatial-Temporal Data Mining.☆139Updated last year
- ☆15Updated 9 months ago
- [KDD 2020 (AI for COVID-19)] Learning to Simulate Human Mobility☆50Updated 4 years ago
- The official implementation of "COLA: Cross-city Mobility Transformer for Human Trajectory Simulation".☆20Updated last year
- A professional list on Multi-modal Data Fusion Models and Key Datasets for Urban Computing.☆166Updated last year
- The official implementation of Spatiotemporal Gated Traffic Trajectory Simulation with Semantic-aware Graph Learning (Information Fusion …☆10Updated last year
- Learning to Generate Maps from Trajectories (AAAI'20)☆55Updated 5 years ago
- Implementation code for the Context and Time-aware Location Embedding (CTLE) model, proposed in the AAAI 2021 paper "Pre-training Context…☆37Updated last year
- The implementation of ControlTraj: Controllable Trajectory Generation with Topology-Constrained Diffusion Model☆38Updated 11 months ago
- A collection of research on spatio-temporal data mining☆158Updated last year
- Traffic Flow Prediction with Vehicle Trajectories☆74Updated 4 years ago
- Traffic accident prediction using graph neural networks "TAP: A Comprehensive Data Repository for Traffic Accident Prediction in Road Net…☆56Updated 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
- ST-SSL (STSSL): Spatio-Temporal Self-Supervised Learning for Traffic Flow Forecasting/Prediction☆196Updated last year
- code for paper Multi-View Joint Graph Representation Learning for Urban Region Embedding. (to be updated)☆35Updated 4 years ago
- [CIKM 2022] Source codes of CIKM2022 Full Paper "Domain Adversarial Spatial-Temporal Network: A Transferable Framework for Short-term Tra…☆50Updated 2 years ago