Multimodal Emergency Vehicle Classification via Audio-Visual Transformers and Knowledge Distillation

Vijay John, Amar Dabaja

Emergency vehicle detection in autonomous driving is a safety-critical perception task that demands robustness under diverse and adverse real-world conditions. Existing approaches…