Siwen Jiao

FASIONAD: Adaptive Uncertainty-Gated Fast–Slow Fusion Framework for Safe Autonomous Driving

Previous fast–slow system architectures demonstrated that pairing a reactive E2E planner with a deliberative vision-language model (VLM) can address these long-tail scenarios. However, these dual-system models that query the slow module at fixed intervals are computationally inefficient and introduc…