Focusing Image Generation to Mitigate Spurious Correlations

Xuewei Li, Zhenzhen Nie, Mei Yu +4

Instance features in images exhibit spurious correlations with background features, affecting the training process of deep neural classifiers. This leads to insufficient attention…