NeurosciencePLoS Computational BiologyPeer-reviewed
Robust deep learning object recognition models rely on low frequency information in natural images
Zhe Li, Josue Ortega Caro, Evgenia Rusak…·Xaq Pitkow
This study shows that robust deep learning models for object recognition rely on low spatial frequency information, as evidenced by their performance on adversarial attacks and common corruptions.
37 citations