WenMellors / TS-TrajGen
Continuous Trajectory Generation Based on Two-Stage GAN, AAAI 2023.
☆42Updated last year
Alternatives and similar repositories for TS-TrajGen
Users that are interested in TS-TrajGen are comparing it to the libraries listed below
Sorting:
- A Two-Stage Gan architecture to generate trajectory conditioned on maps information.☆44Updated 2 years ago
- The implemention of DiffTraj: Generating GPS Trajectory with Diffusion Probabilistic Model☆70Updated 9 months ago
- Using to predict the highway traffic speed☆31Updated 2 months ago
- Traffic Flow Prediction with Vehicle Trajectories☆69Updated 4 years ago
- Map-Constrained Trajectory Recovery (KDD'21)☆58Updated 3 years ago
- ☆22Updated 3 years ago
- Source codes of KDD2021 paper "Generating Mobility Trajectories with Retained Data Utility"☆23Updated 3 years ago
- Paper & Code & Dataset Collection of Spatial-Temporal Data Mining.☆126Updated 10 months ago
- Road Network Enhanced Trajectory Recovery with Spatial-Temporal Transformer (ICDE'23)☆40Updated last year
- ☆10Updated 3 years ago
- ☆19Updated 6 months ago
- This work considers combine multi-tricks with highway network to achieve traffic flow prediction accurately.☆26Updated last week
- When Will We Arrive? A Novel Multi-Task Spatio-Temporal Attention Network Based on Individual Preference for Estimating Travel Time☆38Updated 2 weeks ago
- Paper STGAT: Spatial-Temporal Graph Attention Networks for Traffic Flow Forecasting☆17Updated 3 years ago
- This is a Pytorch implementation of Traffic Transformer. Now the corresponding paper is available online at☆25Updated 2 years ago
- [ICDE'20] Predicting Origin-Destination Flow via Multi-Perspective Graph Convolutional Network (Pytorch Replication)☆20Updated 3 years ago
- Official implementation of the paper "Spatial-Temporal Large Language Model for Traffic Prediction"☆86Updated this week
- ☆15Updated last year
- [CIKM 2021 Resource Paper] DL-Traff: Survey and Benchmark of Deep Learning Models for Urban Traffic Prediction (Grid Part)☆54Updated 2 years ago
- ST-SSL (STSSL): Spatio-Temporal Self-Supervised Learning for Traffic Flow Forecasting/Prediction☆177Updated 5 months ago
- ☆14Updated last year
- public code and data☆36Updated 2 years ago
- ☆16Updated 2 years ago
- ☆38Updated 3 years ago
- Paper:Spatio-Temporal Graph Convolutional Networks: A Deep Learning Framework for Traffic Forecasting . Implementation of spatio-temporal…☆144Updated 4 years ago
- [ICDE2023] A PyTorch implementation of Self-supervised Trajectory Representation Learning with Temporal Regularities and Travel Semantics…☆79Updated last year
- [ICDE'2023]''Online Anomalous Subtrajectory Detection on Road Networks with Deep Reinforcement Learning''☆17Updated 6 months ago
- Implementation code for the Context and Time-aware Location Embedding (CTLE) model, proposed in the AAAI 2021 paper "Pre-training Context…☆35Updated 7 months ago
- [Neural Networks] RGDAN: A random graph diffusion attention network for traffic prediction☆33Updated 5 months ago
- code for "Physical-Virtual Collaboration Graph Network for Station-Level Metro Ridership Prediction"☆55Updated 2 years ago