Juwon Kang*

MemBN: Robust Test-Time Adaptation via Batch Norm with Statistics Memory

"Test-time adaptation (TTA) has emerged as a promising approach to dealing with latent distribution shifts between training and testing data. However, most of existing TTA methods often struggle with small input batches, as they heavily rely on batch statistics that become less reliable as batch siz…