Understanding robustness and generalization of artificial neural networks through Fourier masks

1 code implementation • 16 Mar 2022 • Nikos Karantzas, Emma Besier, Josue Ortega Caro, Xaq Pitkow, Andreas S. Tolias, Ankit B. Patel, Fabio Anselmi

Our results also indicate that the essential frequencies in question are effectively the ones used to achieve generalization in the first place.

Data Augmentation