EmbodiTTA: Resource-Efficient Test-Time Adaptation for Embodied Visual Systems

Xiao Ma, Young D. Kwon, Dong Ma

Continual Test-time adaptation (CTTA) continuously adapts the deployed model on every incoming batch of data. While achieving optimal accuracy, existing CTTA approaches present poo…