StableTTA: Improving Vision Model Performance by Training-free Test-Time Adaptation Methods

Zheng Li, Jerry Cheng, Huanying Helen Gu

Ensemble methods improve predictive performance but often incur high memory and computational costs. We identify an aggregation instability induced by nonlinear projection and voti…