erik-buchholz / SoK-TrajGenLinks
Artifacts for SoK: Can Trajectory Generation Combine Privacy and Utility?
☆14Updated last year
Alternatives and similar repositories for SoK-TrajGen
Users that are interested in SoK-TrajGen are comparing it to the libraries listed below
Sorting:
- ☆25Updated 10 months ago
- LSTM-TrajGAN: A Deep Learning Approach to Trajectory Privacy Protection☆84Updated last year
- ☆15Updated 2 years ago
- The implemention of DiffTraj: Generating GPS Trajectory with Diffusion Probabilistic Model☆85Updated last year
- TKDE'23: A Survey and Experimental Study on Privacy-Preserving Trajectory Data Publishing☆12Updated 2 years ago
- Continuous Trajectory Generation Based on Two-Stage GAN, AAAI 2023.☆45Updated 2 years ago
- A Two-Stage Gan architecture to generate trajectory conditioned on maps information.☆46Updated 3 years ago
- Map-Constrained Trajectory Recovery (KDD'21)☆57Updated 3 years ago
- Source codes of KDD2021 paper "Generating Mobility Trajectories with Retained Data Utility"☆27Updated 4 years ago
- The official implementation of "Activity Trajectory Generation via Modeling Spatiotemporal Dynamics"☆34Updated last year
- ☆16Updated 2 years ago
- Simulating human mobility with a trajectory generation framework based on diffusion model☆25Updated last year
- The implementation of ControlTraj: Controllable Trajectory Generation with Topology-Constrained Diffusion Model☆32Updated 7 months ago
- A professional list of Deep Learning and Large (Language) Models (LM, LLM, FM) for Trajectory Data Management and Mining.☆244Updated 3 months ago
- Reconstruction Attack on Differential Private Trajectory Protection Mechanisms☆16Updated 11 months ago
- [ICDE2023] A PyTorch implementation of Self-supervised Trajectory Representation Learning with Temporal Regularities and Travel Semantics…☆87Updated last year
- Implementation code for the Time-Aware Location Embedding (TALE) model, proposed in the TKDE paper "Pre-Training Time-Aware Location Embe…☆16Updated 11 months ago
- [KDD 2020 (AI for COVID-19)] Learning to Simulate Human Mobility☆49Updated 3 years ago
- ☆26Updated 3 years ago
- Creating High-Fidelity Synthetic GPS Trajectory Dataset for Urban Mobility Analysis☆16Updated 3 months ago
- ☆14Updated last year
- When Will We Arrive? A Novel Multi-Task Spatio-Temporal Attention Network Based on Individual Preference for Estimating Travel Time☆39Updated 4 months ago
- [AAAI 2025] Holistic Semantic Representation for Navigational Trajectory Generation☆16Updated this week
- Road Network Enhanced Trajectory Recovery with Spatial-Temporal Transformer (ICDE'23)☆44Updated 3 months ago
- Paper & Code & Dataset Collection of Spatial-Temporal Data Mining.☆136Updated last year
- Code release for "TrajBERT: BERT-Based Trajectory Recovery with Spatial-Temporal Refinement for Implicit Sparse Trajectories"☆12Updated last year
- ☆13Updated 2 years ago
- Paper Collection of Trajectory Data Mining☆14Updated 3 months ago
- LLMob is an intuitive framework that builds reasoning logic for LLMs in the context of personal activity trajectory generation.☆64Updated 3 months ago
- An Open Source Spatio-Temporal Prediction Package☆215Updated 11 months ago