1 citations · 1 across the 2 of their papers we have counts for
2 papers
cs.CV2025
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…
cs.CV2024★ 1 cited
Indoor scene recognition from images under visual corruptions
Willams de Lima Costa, Raul Ismayilov, Nicola Strisciuglio +1
The classification of indoor scenes is a critical component in various applications, such as intelligent robotics for assistive living. While deep learning has significantly advanc…