CMTS: Conditional Multiple Trajectory Synthesizer for Generating Safety-critical Driving Scenarios

Overview

CMTS models near-miss trajectories between safe and collision examples using a map-conditioned variational generator. Sampling produces additional critical trajectories, evaluated for scenario diversity, trajectory prediction, and handling risky driving situations.