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Translational symmetry in convolutions with localized kernels causes an implicit bias toward high frequency adversarial examples.

Authors :
Caro, Josue O.
Ju, Yilong
Pyle, Ryan
Dey, Sourav
Brendel, Wieland
Anselmi, Fabio
Patel, Ankit B.
Source :
Frontiers in Computational Neuroscience; 2024, p01-10, 10p
Publication Year :
2024

Abstract

This document provides a list of references to research papers and articles on topics related to neural networks, adversarial examples, image recognition, and deep learning. [Extracted from the article]

Details

Language :
English
ISSN :
16625188
Database :
Complementary Index
Journal :
Frontiers in Computational Neuroscience
Publication Type :
Academic Journal
Accession number :
178267236
Full Text :
https://doi.org/10.3389/fncom.2024.1387077