Guided Full Trajectory Diffuser: A Robust and Adaptable Framework for Joint Pedestrian Trajectory Prediction

The Guided Full Trajectory Diffuser (GFTD) is a novel diffusion model-based framework that captures the joint distribution of full pedestrian trajectories, enabling robust prediction and controllable generation under various conditions, including noisy and incomplete historical data.