IW-ViT: Independence-Driven Weighting Vision Transformer for out-of-distribution generalization

Weifeng Liu, Haoran Yu, YingJie Wang, Baodi Liu, Dapeng Tao, Honglong Chen

Abstract: Highlights•Propose a layer differential independence sample weighting algorithm.•Differentially eliminates the correlations in different feature extraction layers.•Verify the superiority of layer differential independence sample weighting and can be flexibly applied.