Risk-Aware Vehicle Trajectory Prediction Under Safety-Critical Scenarios

Overview

The framework injects risk information into scene encoding, intention queries and an auxiliary prediction task. A safety-critical dataset and tailored metrics evaluate multimodal trajectory coverage in hazardous interactions, including imminent collisions.