Yasoz / DiffTraj
The implemention of DiffTraj: Generating GPS Trajectory with Diffusion Probabilistic Model
☆54Updated 3 months ago
Related projects ⓘ
Alternatives and complementary repositories for DiffTraj
- Road Network Enhanced Trajectory Recovery with Spatial-Temporal Transformer (ICDE'23)☆32Updated 6 months ago
- [ICDE2023] A PyTorch implementation of Self-supervised Trajectory Representation Learning with Temporal Regularities and Travel Semantics…☆73Updated 7 months ago
- Contrastive Trajectory Similarity Learning with Dual-Feature Attention (TrajCL) - ICDE 2023☆49Updated last year
- A professional list of Deep Learning and Large (Language) Models (LM, LLM, FM) for Trajectory Data Management and Mining.☆156Updated 7 months ago
- Continuous Trajectory Generation Based on Two-Stage GAN, AAAI 2023.☆41Updated last year
- Source code for Spatio-Temporal Trajectory Similarity Learning in Road Networks. KDD 2022.☆46Updated 2 years ago
- Map-Constrained Trajectory Recovery (KDD'21)☆53Updated 2 years ago
- Source codes of KDD2021 paper "Generating Mobility Trajectories with Retained Data Utility"☆20Updated 3 years ago
- The official implementation of "Activity Trajectory Generation via Modeling Spatiotemporal Dynamics"☆30Updated 10 months ago
- ☆13Updated last year
- The official implementation of "COLA: Cross-city Mobility Transformer for Human Trajectory Simulation".☆15Updated 7 months ago
- Summary of Spatio-Temporal Representation Learning Models.☆66Updated last year
- Traffic Flow Prediction with Vehicle Trajectories☆61Updated 3 years ago
- Codes for paper in KDD 2020 (AI for COVID-19): Learning to Simulate Human Mobility☆45Updated 2 years ago
- Paper & Code & Dataset Collection of Spatial-Temporal Data Mining.☆108Updated 4 months ago
- Implementation code for the model Diffusion-based Origin-destination Travel Time Estimation (DOT), proposed in the SIGMOD 2024 paper "Ori…☆15Updated last month
- ☆12Updated 3 years ago
- The implementation of ControlTraj for KDD 2024☆14Updated last week
- ☆21Updated 2 years ago
- A Two-Stage Gan architecture to generate trajectory conditioned on maps information.☆39Updated 2 years ago
- This repo is about paper "Efficient Trajectory Similarity Computation with Contrastive Learning".☆12Updated 3 years ago
- ST-SSL (STSSL): Spatio-Temporal Self-Supervised Learning for Traffic Flow Forecasting/Prediction☆150Updated this week
- Code for tasks on Cainiao-LaDe (Last-mile Delivery dataset).☆43Updated this week
- Spatio-Temporal Prediction Paper List☆127Updated this week
- Implementation code for the Time-Aware Location Embedding (TALE) model, proposed in the TKDE paper "Pre-Training Time-Aware Location Embe…☆17Updated last month
- A professional list on Multi-modal Data Fusion Models and Key Datasets for Urban Computing.☆104Updated 3 months ago
- ☆10Updated last year
- Code of CIKM'22 paper Jointly Contrastive Learning on Road Network and Trajectory☆26Updated last month
- Implementation code for the Context and Time-aware Location Embedding (CTLE) model, proposed in the AAAI 2021 paper "Pre-training Context…☆33Updated last month
- LargeST: A Benchmark Dataset for Large-Scale Traffic Forecasting (NeurIPS 2023 DB Track)☆167Updated last year