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SCHOLARLY PAPERS

3

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100

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Scholarly Papers (3)

Towards Robust Neural Networks Via Orthogonal Diversity

Number of pages: 52 Posted: 24 Jan 2023
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)

Abstract:

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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
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.

Tensor-Based Multi-View Spectral Clustering Via Shared Latent Space

Number of pages: 35 Posted: 26 Sep 2023
KU Leuven, KU Leuven, KU Leuven and KU Leuven
Downloads 35 (1,249,711)

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Spectral clustering, multi-view learning, shared latent space, kernel machines, Tensor.

3.

Multi-Head Ensemble of Smoothed Classifiers for Certified Robustness

Number of pages: 15 Posted: 20 Mar 2024
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