InsTraj: Instructing Diffusion Models with Travel Intentions to Generate Real-world Trajectories

1. 1Instruct diffusion models with travel intentions to capture complex user behavior
2. 2Use InsTraj to generate realistic GPS trajectories
3. 3Apply InsTraj in applications such as urban planning and mobility simulation

AI engineers and researchers working on mobility simulation and urban planning can benefit from this technique to generate realistic and controllable GPS trajectories

💡 InsTraj resolves the challenge of generating realistic and controllable trajectories by incorporating travel intentions into diffusion models

📍 InsTraj generates realistic GPS trajectories using diffusion models with travel intentions