Shaoft Zhang

Intent-Conditioned Diffusion Trajectory Prediction for Proactive Lane-Change Risk Assessment

Proactive lane-change risk assessment requires estimating whether an intended maneuver will lead to unsafe interactions before the maneuver is completed. This is challenging in naturalistic driving data because actual crashes are extremely rare, and binary collision labels provide little discriminative information for...