shenjipo / Wang_GraduateLinks
trajectory recovery; trajectory anomaly detection; 轨迹修复; 轨迹异常检测
☆21Updated 2 years ago
Alternatives and similar repositories for Wang_Graduate
Users that are interested in Wang_Graduate are comparing it to the libraries listed below
Sorting:
- Continuous Trajectory Generation Based on Two-Stage GAN, AAAI 2023.☆45Updated 2 years ago
- Paper & Code & Dataset Collection of Spatial-Temporal Data Mining.☆136Updated last year
- Road Network Enhanced Trajectory Recovery with Spatial-Temporal Transformer (ICDE'23)☆45Updated 3 months ago
- ☆25Updated 10 months ago
- A professional list of Deep Learning and Large (Language) Models (LM, LLM, FM) for Trajectory Data Management and Mining.☆244Updated 4 months ago
- Summary of open source code for deep learning models in the field of traffic prediction☆270Updated 2 years ago
- This is the repository for the collection of Deep Learning for Traffic Prediction Problems.☆232Updated last year
- Traffic Flow Prediction with Vehicle Trajectories☆73Updated 4 years ago
- A Two-Stage Gan architecture to generate trajectory conditioned on maps information.☆46Updated 3 years ago
- Paper list in traffic prediction field☆225Updated last year
- Code of CIKM'22 paper Jointly Contrastive Learning on Road Network and Trajectory☆31Updated last year
- Map-Constrained Trajectory Recovery (KDD'21)☆57Updated 3 years ago
- When Will We Arrive? A Novel Multi-Task Spatio-Temporal Attention Network Based on Individual Preference for Estimating Travel Time☆39Updated 4 months ago
- [ICDE2023] A PyTorch implementation of Self-supervised Trajectory Representation Learning with Temporal Regularities and Travel Semantics…☆88Updated last year
- Using to predict the highway traffic speed☆34Updated 6 months ago
- The implemention of DiffTraj: Generating GPS Trajectory with Diffusion Probabilistic Model☆87Updated last year
- Paper:Spatio-Temporal Graph Convolutional Networks: A Deep Learning Framework for Traffic Forecasting . Implementation of spatio-temporal…☆151Updated 4 years ago
- The implementation of ControlTraj: Controllable Trajectory Generation with Topology-Constrained Diffusion Model☆32Updated 7 months ago
- Source codes of KDD2021 paper "Generating Mobility Trajectories with Retained Data Utility"☆27Updated 4 years ago
- AAAI 2021. GSNet: Learning Spatial-Temporal Correlations from Geographical and Semantic Aspects for Traffic Accident Risk Forecasting☆35Updated 2 years ago
- [TKDD 2023] Dynamic Graph Convolutional Recurrent Network for Traffic Prediction: Benchmark and Solution☆310Updated 4 years ago
- An Open Source Spatio-Temporal Prediction Package☆216Updated 11 months ago
- lstm-rnn, seq2seq model and attention-seq2seq model for vessel trajectory prediction.☆113Updated 4 years ago
- 交通流量预测项目在研，以下是 本人学习过程中积累整理的资源，会持续更新☆231Updated 4 years ago
- ST-SSL (STSSL): Spatio-Temporal Self-Supervised Learning for Traffic Flow Forecasting/Prediction☆188Updated 9 months ago
- ☆26Updated 6 months ago
- Contrastive Trajectory Similarity Learning with Dual-Feature Attention (TrajCL) - ICDE 2023☆62Updated 2 months ago
- [AAAI2023] A PyTorch implementation of PDFormer: Propagation Delay-aware Dynamic Long-range Transformer for Traffic Flow Prediction.☆261Updated last year
- A collection of research on spatio-temporal data mining☆156Updated 8 months ago
- The data of paper "Spatio-Temporal Self-Supervised Learning for Traffic Flow Prediction".☆33Updated last year