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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

Author

Tongliang Liu

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2 papers indexed here

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Sep 2026

Enhancing Practical Domain Generalization via Partially Shared Features.

A new DG framework is introduced that focuses on learning partially shared features (PSFs)-features shared among subsets of source domains, which contain and generalize ESFs, which contain and generalize ESFs.

Zeng-Mao Wang, Qi-Zhou Wang, Chao-Yang Zhou et al. · 0 citations
Aug 2026

Feature-alteration Robustness for Out-of-distribution Detection.

It is found that a well-pretrained in-distribution model can memorize and recognize ID patterns, even when the features undergo alterations, even when the features undergo alterations.

Xue Jiang, Feng Liu, Zhen Fang et al. · 0 citations

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