Reliable Trajectory Prediction and Uncertainty Quantification with Conditioned Diffusion Models

Marion Neumeier, Sebastian Dorn, Michael Botsch +1

This work introduces the conditioned Vehicle Motion Diffusion (cVMD) model, a novel network architecture for highway trajectory prediction using diffusion models. The proposed mode…