chenyuqi990215 / RNTrajRecLinks
Road Network Enhanced Trajectory Recovery with Spatial-Temporal Transformer (ICDE'23)
☆41Updated last week
Alternatives and similar repositories for RNTrajRec
Users that are interested in RNTrajRec are comparing it to the libraries listed below
Sorting:
- Map-Constrained Trajectory Recovery (KDD'21)☆56Updated 3 years ago
- [ICDE2023] A PyTorch implementation of Self-supervised Trajectory Representation Learning with Temporal Regularities and Travel Semantics…☆82Updated last year
- Source code for Spatio-Temporal Trajectory Similarity Learning in Road Networks. KDD 2022.☆49Updated 2 years ago
- Traffic Flow Prediction with Vehicle Trajectories☆69Updated 4 years ago
- Contrastive Trajectory Similarity Learning with Dual-Feature Attention (TrajCL) - ICDE 2023☆56Updated last year
- Implementation code for the model Diffusion-based Origin-destination Travel Time Estimation (DOT), proposed in the SIGMOD 2024 paper "Ori…☆18Updated 8 months ago
- A pytorch implementation of TrajFormer, CIKM-22☆15Updated 2 years ago
- Implementation code for the Context and Time-aware Location Embedding (CTLE) model, proposed in the AAAI 2021 paper "Pre-training Context…☆37Updated 8 months ago
- ☆24Updated 3 years ago
- Continuous Trajectory Generation Based on Two-Stage GAN, AAAI 2023.☆42Updated 2 years ago
- Summary of Spatio-Temporal Representation Learning Models.☆73Updated 2 years ago
- When Will We Arrive? A Novel Multi-Task Spatio-Temporal Attention Network Based on Individual Preference for Estimating Travel Time☆38Updated last month
- This repo is about paper "Efficient Trajectory Similarity Computation with Contrastive Learning".☆14Updated 3 years ago
- Source codes of KDD2021 paper "Generating Mobility Trajectories with Retained Data Utility"☆25Updated 3 years ago
- Implementation code for the Time-Aware Location Embedding (TALE) model, proposed in the TKDE paper "Pre-Training Time-Aware Location Embe…☆16Updated 8 months ago
- The official implementation of "COLA: Cross-city Mobility Transformer for Human Trajectory Simulation".☆18Updated last year
- A Trajectory Preprocessing Toolkit in Python☆80Updated 5 years ago
- Code of CIKM'22 paper Jointly Contrastive Learning on Road Network and Trajectory☆29Updated 9 months ago
- [ICDE'20] Predicting Origin-Destination Flow via Multi-Perspective Graph Convolutional Network (Pytorch Replication)☆21Updated 4 years ago
- Taxi Origin-Destination Demand Prediction☆53Updated 4 years ago
- The implemention of DiffTraj: Generating GPS Trajectory with Diffusion Probabilistic Model☆78Updated 10 months ago
- AAAI 2021. GSNet: Learning Spatial-Temporal Correlations from Geographical and Semantic Aspects for Traffic Accident Risk Forecasting☆32Updated 2 years ago
- [CIKM 2021 Resource Paper] DL-Traff: Survey and Benchmark of Deep Learning Models for Urban Traffic Prediction (Grid Part)☆54Updated 2 years ago
- Image-based NN model for travel time estimation for paths in road networks☆9Updated 5 years ago
- The benchmark related to the survey: An Interdisciplinary Survey on Origin-destination Flows Modeling: Theory and Techniques☆28Updated 2 years ago
- Paper & Code & Dataset Collection of Spatial-Temporal Data Mining.☆130Updated 11 months ago
- ☆91Updated 2 years ago
- ☆38Updated 3 years ago
- A simple Python code to extract road network (in Shapefile) from OpenStreetMap (OSM)☆31Updated 4 years ago
- Learning to Generate Maps from Trajectories (AAAI'20)☆52Updated 5 years ago