Zhilin Zhu*

Reshaping the Online Data Buffering and Organizing Mechanism for Continual Test-Time Adaptation

"Continual Test-Time Adaptation (CTTA) involves adapting a pre-trained source model to continually changing unsupervised target domains. In this paper, we systematically analyze the challenges of this task: online environment, unsupervised nature, and the risks of error accumulation and catastrophic…