Using Learning Dynamics to Explore the Role of Implicit Regularization in Adversarial Examples. - Josue Ortega Caro; Yilong Ju; Ryan Pyle; Ankit B. Patel (CoRR, 2020)

Translational symmetry in convolutions with localized kernels causes an implicit bias toward high frequency adversarial examples. - Josue Ortega Caro; Yilong Ju; Ryan Pyle; Sourav Dey; Wieland Brendel; Fabio Anselmi; Ankit B. Patel (Frontiers Comput. Neurosci., 2024)