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Towards Understanding the Regularization of Adversarial Robustness on
  Neural Networks

Towards Understanding the Regularization of Adversarial Robustness on Neural Networks

15 November 2020
Yuxin Wen
Shuai Li
Kui Jia
    AAML
ArXivPDFHTML

Papers citing "Towards Understanding the Regularization of Adversarial Robustness on Neural Networks"

9 / 9 papers shown
Title
Understanding the robustness difference between stochastic gradient
  descent and adaptive gradient methods
Understanding the robustness difference between stochastic gradient descent and adaptive gradient methods
A. Ma
Yangchen Pan
Amir-massoud Farahmand
AAML
25
5
0
13 Aug 2023
Omnipotent Adversarial Training in the Wild
Omnipotent Adversarial Training in the Wild
Guanlin Li
Kangjie Chen
Yuan Xu
Han Qiu
Tianwei Zhang
29
0
0
14 Jul 2023
Robust Ranking Explanations
Robust Ranking Explanations
Chao Chen
Chenghua Guo
Guixiang Ma
Ming Zeng
Xi Zhang
Sihong Xie
FAtt
AAML
35
0
0
08 Jul 2023
Enhance the Visual Representation via Discrete Adversarial Training
Enhance the Visual Representation via Discrete Adversarial Training
Xiaofeng Mao
YueFeng Chen
Ranjie Duan
Yao Zhu
Gege Qi
Shaokai Ye
Xiaodan Li
Rong Zhang
Hui Xue
44
31
0
16 Sep 2022
Disentangled Contrastive Learning for Learning Robust Textual
  Representations
Disentangled Contrastive Learning for Learning Robust Textual Representations
Xiang Chen
Xin Xie
Zhen Bi
Hongbin Ye
Shumin Deng
Ningyu Zhang
Huajun Chen
33
5
0
11 Apr 2021
Advances in Electron Microscopy with Deep Learning
Advances in Electron Microscopy with Deep Learning
Jeffrey M. Ede
35
2
0
04 Jan 2021
Review: Deep Learning in Electron Microscopy
Review: Deep Learning in Electron Microscopy
Jeffrey M. Ede
36
79
0
17 Sep 2020
On Robustness and Bias Analysis of BERT-based Relation Extraction
On Robustness and Bias Analysis of BERT-based Relation Extraction
Luoqiu Li
Xiang Chen
Hongbin Ye
Zhen Bi
Shumin Deng
Ningyu Zhang
Huajun Chen
32
18
0
14 Sep 2020
Adversarial Machine Learning at Scale
Adversarial Machine Learning at Scale
Alexey Kurakin
Ian Goodfellow
Samy Bengio
AAML
296
3,112
0
04 Nov 2016
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