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

Author

Xiaofeng Wang

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2 papers indexed here

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Conference Open access Sep 2026

F³S: feature fused few-shot segmentation with CLIP guided semantic priors and Sinkhorn attention refinement

Few-shot segmentation (FSS) remains a significant challenge due to the scarcity of annotated data and the need for precise object localization across novel classes. Existing approaches often rely on single-backbone architectures and coarse priors, which struggle to capture detailed semantics and precise spatial alignme...

Guo-Hua Geng, Xiao-Feng Wang · 0 citations
Open access Jul 2026

HAIMNet: A Hierarchical Adaptive Interaction Modulation Network for Low-Light Image Enhancement

A Hierarchical Adaptive Interaction Modulation Network (HAIMNet) designed for LLIE is proposed, which decouples luminance and chromaticity in the Horizontal/Vertical-Intensity color space, and enhances luminance-texture consistency through an inter-branch attention-modulation block (IAMB).

Xiao-Feng Wang, Ziqian Wang, Mei-Jia Guo et al. · 0 citations

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