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:
- ☆15Updated 2 years ago
- TKDE'23: A Survey and Experimental Study on Privacy-Preserving Trajectory Data Publishing☆12Updated 2 years ago
- LSTM-TrajGAN: A Deep Learning Approach to Trajectory Privacy Protection☆85Updated last year
- ☆25Updated 11 months ago
- The implemention of DiffTraj: Generating GPS Trajectory with Diffusion Probabilistic Model☆90Updated last year
- Map-Constrained Trajectory Recovery (KDD'21)☆57Updated 3 years ago
- Continuous Trajectory Generation Based on Two-Stage GAN, AAAI 2023.☆45Updated 2 years ago
- The official implementation of "Activity Trajectory Generation via Modeling Spatiotemporal Dynamics"☆34Updated last year
- Source codes of KDD2021 paper "Generating Mobility Trajectories with Retained Data Utility"☆27Updated 4 years ago
- Reconstruction Attack on Differential Private Trajectory Protection Mechanisms☆16Updated last year
- [KDD 2020 (AI for COVID-19)] Learning to Simulate Human Mobility☆49Updated 3 years ago
- A Two-Stage Gan architecture to generate trajectory conditioned on maps information.☆46Updated 3 years ago
- A professional list of Deep Learning and Large (Language) Models (LM, LLM, FM) for Trajectory Data Management and Mining.☆247Updated 4 months ago
- ☆26Updated 3 years ago
- ☆13Updated 2 years ago
- The implementation of ControlTraj: Controllable Trajectory Generation with Topology-Constrained Diffusion Model☆31Updated 8 months ago
- [ICDE2023] A PyTorch implementation of Self-supervised Trajectory Representation Learning with Temporal Regularities and Travel Semantics…☆88Updated last year
- ☆143Updated 3 years ago
- Source code for LDPTrace: Locally Differentially Private Trajectory Synthesis. VLDB 2023.☆27Updated last year
- ☆16Updated 2 years ago
- Simulating human mobility with a trajectory generation framework based on diffusion model☆25Updated last year
- LLMob is an intuitive framework that builds reasoning logic for LLMs in the context of personal activity trajectory generation.☆67Updated 4 months ago
- Source code for the paper "MARC: a robust method for multiple-aspect trajectory classification via space, time, and semantic embeddings"☆22Updated 5 years ago
- Creating High-Fidelity Synthetic GPS Trajectory Dataset for Urban Mobility Analysis☆16Updated 4 months ago
- ☆14Updated last year
- Implementation code for the Time-Aware Location Embedding (TALE) model, proposed in the TKDE paper "Pre-Training Time-Aware Location Embe…☆16Updated last year
- The official implementation of "COLA: Cross-city Mobility Transformer for Human Trajectory Simulation".☆18Updated last year
- ☆13Updated 5 months ago
- ☆26Updated last year
- Road Network Enhanced Trajectory Recovery with Spatial-Temporal Transformer (ICDE'23)☆45Updated 3 months ago