Inductive Bias of Gradient Descent based Adversarial Training on Separable Data

7 June 2019

Papers citing "Inductive Bias of Gradient Descent based Adversarial Training on Separable Data"

8 / 8 papers shown

Title
Adversarial robustness of sparse local Lipschitz predictors Ramchandran Muthukumar Jeremias Sulam AAML 39 13 0 26 Feb 2022
ARCH: Efficient Adversarial Regularized Training with Caching Simiao Zuo Chen Liang Haoming Jiang Pengcheng He Xiaodong Liu Jianfeng Gao Weizhu Chen T. Zhao AAML 36 3 0 15 Sep 2021
Advances in adversarial attacks and defenses in computer vision: A survey Naveed Akhtar Ajmal Mian Navid Kardan M. Shah AAML 41 237 0 01 Aug 2021
Improved OOD Generalization via Adversarial Training and Pre-training Mingyang Yi Lu Hou Jiacheng Sun Lifeng Shang Xin Jiang Qun Liu Zhi-Ming Ma VLM 35 83 0 24 May 2021
Adversarial Regularization as Stackelberg Game: An Unrolled Optimization Approach Simiao Zuo Chen Liang Haoming Jiang Xiaodong Liu Pengcheng He Jianfeng Gao Weizhu Chen T. Zhao 71 9 0 11 Apr 2021
On Large-Batch Training for Deep Learning: Generalization Gap and Sharp Minima N. Keskar Dheevatsa Mudigere J. Nocedal M. Smelyanskiy P. T. P. Tang ODL 318 2,904 0 15 Sep 2016
Norm-Based Capacity Control in Neural Networks Behnam Neyshabur Ryota Tomioka Nathan Srebro 131 579 0 27 Feb 2015
The Loss Surfaces of Multilayer Networks A. Choromańska Mikael Henaff Michaël Mathieu Gerard Ben Arous Yann LeCun ODL 190 1,187 0 30 Nov 2014