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Ziwen Liu

Beijing University of Posts and Telecommunications

SCHOLARLY PAPERS

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Scholarly Papers (2)

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1.

IBCL: Information Bottleneck Contrastive Learning Towards Minimum Sufficient Augmentation and Information-Generalized Representations

Number of pages: 32 Posted: 04 Sep 2025
Ziwen Liu, Bonan Li, Yao Yan, Congying Han, Tiande Guo and Xuecheng Nie
Beijing University of Posts and Telecommunications, University of Chinese Academy of Sciences, Southwest University of Finance and Economics, affiliation not provided to SSRN, affiliation not provided to SSRN and affiliation not provided to SSRN
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Contrastive Learning, Information bottleneck principle, Masked image modeling.

2.

IBCL: Information Bottleneck Contrastive Learning with Minimum Sufficient Augmentation and Generalized Representations

Number of pages: 34 Posted: 06 Feb 2026
Ziwen Liu, Bonan Li, Yao Yan, Congying Han, Tiande Guo and Xuecheng Nie
Beijing University of Posts and Telecommunications, University of Chinese Academy of Sciences, Southwest University of Finance and Economics, affiliation not provided to SSRN, affiliation not provided to SSRN and affiliation not provided to SSRN
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Contrastive learning, Information bottleneck principle, Masked image modeling