Stabilizing Information Flow Entropy: Regularization for Safe and Interpretable Autonomous Driving Perception

Haobo Yang, Shiyan Zhang, Zhuoyi Yang +3

Deep perception networks in autonomous driving traditionally rely on data-intensive training regimes and post-hoc anomaly detection, often disregarding fundamental information-theo…