Robustifying Vision Transformer without Retraining from Scratch by Test-Time Class-Conditional Feature Alignment

Takeshi Kojima, Yutaka Matsuo, Yusuke Iwasawa

Vision Transformer (ViT) is becoming more popular in image processing. Specifically, we investigate the effectiveness of test-time adaptation (TTA) on ViT, a technique that has eme…