Frequency-Based Vulnerability Analysis of Deep Learning Models against Image Corruptions

Harshitha Machiraju, Michael H. Herzog, Pascal Frossard

Deep learning models often face challenges when handling real-world image corruptions. In response, researchers have developed image corruption datasets to evaluate the performance…