Robust Machine Learning Article 2024

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

Author(s): Caro, Josue O and Ju, Yilong and Pyle, Ryan and Dey, Sourav and Brendel, Wieland and Anselmi, Fabio and Patel, Ankit B
Journal: Frontiers in Computational Neuroscience
Volume: 18
Pages: 1387077
Year: 2024
Month: June
Bibtex Type: Article (article)
State: Published
Links:

BibTex

@article{caro2024translational,
  title = {Translational symmetry in convolutions with localized kernels causes an implicit bias toward high frequency adversarial examples},
  journal = {Frontiers in Computational Neuroscience},
  volume = {18},
  pages = {1387077},
  month = jun,
  year = {2024},
  slug = {caro2024translational},
  author = {Caro, Josue O and Ju, Yilong and Pyle, Ryan and Dey, Sourav and Brendel, Wieland and Anselmi, Fabio and Patel, Ankit B},
  month_numeric = {6}
}