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

Author

Bao-Cai Yin

h-index 13 View on Semantic Scholar

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Sep 2026

Learning to Adapt: Instance-Level Visual and Semantic Adaptation for Generalized Zero-Shot Learning

Generalized zero-shot learning (GZSL) aims to recognize novel categories by leveraging semantic knowledge transferred from previously observed categories, where learning transferable features for effective visual-semantic alignment plays a critical role. Conventional methods typically utilize all shared attributes to l...

Huajie Jiang, Zheng-Xian Li, Xi-Chao Yu et al. · 0 citations
Aug 2026

Text-guided zero-shot localization of unseen object categories

A text-guided Zero-Shot Localization framework for unseen object categories (ZSOL) for addressing the aforementioned challenges, which can be guided by prompt words to identify and localize unseen object categories in images by transferring localization knowledge learned from supervised base categories.

Jingjing Wang, Xinglin Piao, Zongzhi Gao et al. · 0 citations

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