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Jin, Gaojie, Yi, Xinping 
ORCID: 0000-0001-5163-2364, Huang, Wei, Schewe, Sven ORCID: 0000-0002-9093-9518 and Huang, Xiaowei ORCID: 0000-0001-6267-0366
(2022)
Enhancing Adversarial Training with Second-Order Statistics of Weights.
In: 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2022-6-18 - 2022-6-24.
Jin, Gaojie, Yi, Xinping ORCID: 0000-0001-5163-2364, Zhang, Liang, Zhang, Lijun, Schewe, Sven ORCID: 0000-0002-9093-9518 and Huang, Xiaowei ORCID: 0000-0001-6267-0366
(2020)
How does Weight Correlation Affect the Generalisation Ability of Deep
Neural Networks.
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Jin, Gaojie
(2023)
Reliable Deep Neural Networks with Randomised Weights.
PhD thesis, University of Liverpool.
Jin, Gaojie, Yi, Xinping ORCID: 0000-0001-5163-2364, Yang, Pengfei, Zhang, Lijun, Schewe, Sven ORCID: 0000-0002-9093-9518 and Huang, Xiaowei
(2022)
Weight Expansion: A New Perspective on Dropout and Generalization.
Transactions on Machine Learning Research.