XingruiWang / Two-Stage-Gan-in-trajectory-generation
A Two-Stage Gan architecture to generate trajectory conditioned on maps information.
☆40Updated 2 years ago
Alternatives and similar repositories for Two-Stage-Gan-in-trajectory-generation:
Users that are interested in Two-Stage-Gan-in-trajectory-generation are comparing it to the libraries listed below
- Continuous Trajectory Generation Based on Two-Stage GAN, AAAI 2023.☆41Updated last year
- Source codes of KDD2021 paper "Generating Mobility Trajectories with Retained Data Utility"☆23Updated 3 years ago
- ☆60Updated 3 years ago
- Traffic Flow Prediction with Vehicle Trajectories☆67Updated 3 years ago
- Map-Constrained Trajectory Recovery (KDD'21)☆55Updated 2 years ago
- We propose a statistical learning-based traffic speed estimation method that uses sparse vehicle trajectory information. Using a convolut…☆22Updated 4 years ago
- ☆36Updated 6 years ago
- ☆22Updated 3 years ago
- The implemention of DiffTraj: Generating GPS Trajectory with Diffusion Probabilistic Model☆60Updated 6 months ago
- LSTM-TrajGAN: A Deep Learning Approach to Trajectory Privacy Protection☆70Updated 5 months ago
- Taxi Origin-Destination Demand Prediction☆53Updated 4 years ago
- [KDD 2020 (AI for COVID-19)] Learning to Simulate Human Mobility☆46Updated 3 years ago
- ☆86Updated 2 years ago
- ☆9Updated 2 years ago
- Using to predict the highway traffic speed☆30Updated 10 months ago
- public code and data☆35Updated 2 years ago
- PyTorch implementation for Social-LSTM, which is built to predict multi-vessel trajectories.☆57Updated 2 years ago
- data tutorial for i24motion data users☆9Updated 4 months ago
- ☆14Updated last year
- A Trajectory Preprocessing Toolkit in Python☆76Updated 4 years ago
- ☆32Updated 4 years ago
- Road Network Enhanced Trajectory Recovery with Spatial-Temporal Transformer (ICDE'23)☆36Updated 9 months ago
- Graph Markov Network for Traffic Forecasting with Missing Data☆27Updated 4 years ago
- Model for SCALE-Net: Scalable Vehicle Trajectory Prediction Network under Random Number of Interacting Vehicles via Edge-enhanced Graph C…☆12Updated 4 years ago
- Vehicle Trajectory Prediction with Deep Learning Models☆144Updated last month
- Source code for Spatio-Temporal Trajectory Similarity Learning in Road Networks. KDD 2022.☆49Updated 2 years ago
- The codes and data of paper "Curb-GAN: Conditional Urban Traffic Estimation through Spatio-Temporal Generative Adversarial Networks"☆32Updated 4 years ago
- ☆11Updated last year
- ☆19Updated 3 years ago
- Useful resources for traffic prediction, including popular papers, datasets, tutorials, toolkits, and other helpful repositories.☆133Updated last month