Local Convolutions Cause an Implicit Bias towards High Frequency
Adversarial Examples

Local Convolutions Cause an Implicit Bias towards High Frequency Adversarial Examples

19 June 2020

Wieland Brendel

Papers citing "Local Convolutions Cause an Implicit Bias towards High Frequency Adversarial Examples"

6 / 6 papers shown

Title
Towards a Novel Perspective on Adversarial Examples Driven by Frequency Zhun Zhang Yi Zeng Qihe Liu Shijie Zhou AAML 33 0 0 16 Apr 2024
Joint rotational invariance and adversarial training of a dual-stream Transformer yields state of the art Brain-Score for Area V4 William Berrios Arturo Deza MedIm ViT 22 13 0 08 Mar 2022
Implicit Bias of Linear Equivariant Networks Hannah Lawrence Kristian Georgiev A. Dienes B. Kiani AI4CE 32 14 0 12 Oct 2021
Visformer: The Vision-friendly Transformer Zhengsu Chen Lingxi Xie Jianwei Niu Xuefeng Liu Longhui Wei Qi Tian ViT 114 209 0 26 Apr 2021
Adversarial examples from computational constraints Sébastien Bubeck Eric Price Ilya P. Razenshteyn AAML 62 230 0 25 May 2018
Adversarial examples in the physical world Alexey Kurakin Ian Goodfellow Samy Bengio SILM AAML 281 5,835 0 08 Jul 2016