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Yingwen Wu

Shanghai Jiao Tong University (SJTU) - Institute of Image Processing and Pattern Recognition

SCHOLARLY PAPERS

2

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65

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Scholarly Papers (2)

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1.

Towards Robust Neural Networks Via Orthogonal Diversity

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Towards Robust Neural Networks Via Orthogonal Diversity

Number of pages: 52 Posted: 24 Jan 2023
Kun Fang, Qinghua Tao, Yingwen Wu, Tao Li, Jia Cai, Feipeng Cai, Xiaolin Huang and Jie Yang
Shanghai Jiao Tong University (SJTU) - Institute of Image Processing and Pattern Recognition, KU Leuven, Shanghai Jiao Tong University (SJTU) - Institute of Image Processing and Pattern Recognition, Shanghai Jiao Tong University (SJTU) - Institute of Image Processing and Pattern Recognition, Huawei Technologies Co. Ltd, Huawei Technologies Co. Ltd, Shanghai Jiao Tong University (SJTU) - Institute of Image Processing and Pattern Recognition and Shanghai Jiao Tong University (SJTU) - Institute of Image Processing and Pattern Recognition
Downloads 30 (1,356,108)

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model augmentation, orthogonality, margin-maximization, data augmentation, adversarial robustness

Towards Robust Neural Networks Via Orthogonal Diversity

Number of pages: 54 Posted: 07 Apr 2023
Kun Fang, Qinghua Tao, Yingwen Wu, Tao Li, Jia Cai, Feipeng Cai, Xiaolin Huang and Jie Yang
Shanghai Jiao Tong University (SJTU) - Institute of Image Processing and Pattern Recognition, KU Leuven, Shanghai Jiao Tong University (SJTU) - Institute of Image Processing and Pattern Recognition, Shanghai Jiao Tong University (SJTU) - Institute of Image Processing and Pattern Recognition, Huawei Technologies Co. Ltd, Huawei Technologies Co. Ltd, Shanghai Jiao Tong University (SJTU) - Institute of Image Processing and Pattern Recognition and Shanghai Jiao Tong University (SJTU) - Institute of Image Processing and Pattern Recognition
Downloads 20 (1,500,232)

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model augmentation, orthogonality, margin-maximization, data augmentation, Adversarial Robustness

2.

Multi-Head Ensemble of Smoothed Classifiers for Certified Robustness

Number of pages: 15 Posted: 20 Mar 2024
Kun Fang, Qinghua Tao, Yingwen Wu, Tao Li, Xiaolin Huang and Jie Yang
Shanghai Jiao Tong University (SJTU) - Institute of Image Processing and Pattern Recognition, KU Leuven, Shanghai Jiao Tong University (SJTU) - Institute of Image Processing and Pattern Recognition, Shanghai Jiao Tong University (SJTU) - Institute of Image Processing and Pattern Recognition, Shanghai Jiao Tong University (SJTU) - Institute of Image Processing and Pattern Recognition and Shanghai Jiao Tong University (SJTU) - Institute of Image Processing and Pattern Recognition
Downloads 15 (1,500,778)

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adversarial learning, certified robustness, randomized smoothing, ensemble, co-teaching, self-paced learning