CAKE: Real-time Action Detection via Motion Distillation and Background-aware Contrastive Learning

Hieu Hoang, Dung Trung Tran, Hong Nguyen +1

Online Action Detection (OAD) systems face two primary challenges: high computational cost and insufficient modeling of discriminative temporal dynamics against background motion.…