SafeGen: Goal-Conditioned Video Diffusion of Safety-Critical Scenarios for VLM-Based Autonomous Driving

Overview

SafeGen conditions video diffusion on hazardous end states to generate safety-critical human-vehicle interactions. Context reasoning and geometric placement support scenario construction, with experiments evaluating vision-language-based driving systems and subsequent fine-tuning.