Do ImageNet-trained models learn shortcuts? The impact of frequency shortcuts on generalization

Shunxin Wang, Raymond Veldhuis, Nicola Strisciuglio

Frequency shortcuts refer to specific frequency patterns that models heavily rely on for correct classification. Previous studies have shown that models trained on small image data…