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RBFormer: Improve Adversarial Robustness of Transformer by Robust Bias

RBFormer: Improve Adversarial Robustness of Transformer by Robust Bias

23 September 2023
Hao Cheng
Jinhao Duan
Hui Li
Lyutianyang Zhang
Jiahang Cao
Ping Wang
Jize Zhang
Kaidi Xu
Renjing Xu
    AAML
ArXivPDFHTML

Papers citing "RBFormer: Improve Adversarial Robustness of Transformer by Robust Bias"

7 / 7 papers shown
Title
Unveiling Typographic Deceptions: Insights of the Typographic
  Vulnerability in Large Vision-Language Model
Unveiling Typographic Deceptions: Insights of the Typographic Vulnerability in Large Vision-Language Model
Hao-Ran Cheng
Erjia Xiao
Jindong Gu
Le Yang
Jinhao Duan
Jize Zhang
Jiahang Cao
Kaidi Xu
Renjing Xu
24
6
0
29 Feb 2024
Improve Video Representation with Temporal Adversarial Augmentation
Improve Video Representation with Temporal Adversarial Augmentation
Jinhao Duan
Quanfu Fan
Hao-Ran Cheng
Xiaoshuang Shi
Kaidi Xu
AAML
AI4TS
ViT
13
2
0
28 Apr 2023
Understanding and Improving Robustness of Vision Transformers through
  Patch-based Negative Augmentation
Understanding and Improving Robustness of Vision Transformers through Patch-based Negative Augmentation
Yao Qin
Chiyuan Zhang
Ting Chen
Balaji Lakshminarayanan
Alex Beutel
Xuezhi Wang
ViT
39
41
0
15 Oct 2021
Exploring Architectural Ingredients of Adversarially Robust Deep Neural
  Networks
Exploring Architectural Ingredients of Adversarially Robust Deep Neural Networks
Hanxun Huang
Yisen Wang
S. Erfani
Quanquan Gu
James Bailey
Xingjun Ma
AAML
TPM
44
100
0
07 Oct 2021
Intriguing Properties of Vision Transformers
Intriguing Properties of Vision Transformers
Muzammal Naseer
Kanchana Ranasinghe
Salman Khan
Munawar Hayat
F. Khan
Ming-Hsuan Yang
ViT
248
618
0
21 May 2021
MLP-Mixer: An all-MLP Architecture for Vision
MLP-Mixer: An all-MLP Architecture for Vision
Ilya O. Tolstikhin
N. Houlsby
Alexander Kolesnikov
Lucas Beyer
Xiaohua Zhai
...
Andreas Steiner
Daniel Keysers
Jakob Uszkoreit
Mario Lucic
Alexey Dosovitskiy
239
2,554
0
04 May 2021
Video Transformer Network
Video Transformer Network
Daniel Neimark
Omri Bar
Maya Zohar
Dotan Asselmann
ViT
193
375
0
01 Feb 2021
1