Observe Before You Alert: Adaptive Driver Alerting with Vision-Language Models

Yuhang Wang, Lingyao Li, Hao Zhou

Driver alerting from dashcam video requires sequential decision-making under partial observability: a system must decide not only whether a scene is risky, but also when the eviden…