Revisiting Visual Model Robustness: A Frequency Long-Tailed Distribution View Zhiyu Lin

Neural Information Processing Systems 

A widely discussed hypothesis regarding the cause of visual models' lack of robustness is that they can exploit human-imperceptible high-frequency components

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