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

Author

A. Liew

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Conference Oct 2026

CAPB-Net: a lightweight color-adaptive boundary network for medical image segmentation

Accurate RGB medical segmentation must combine high overlap, reliable boundaries, low computational cost, and robustness to color and illumination shifts. We present CAPB-Net, a lightweight color-adaptive boundary network that places an image-adaptive color polynomial (IACP) front-end before a compact U-shaped encoder...

Shi-Cheng Zhou, Alan Wee-Chung Liew · 0 citations
Preprint Aug 2026

M2LG-DG: A Multi-modal Local-Global Domain Generalization Framework for Cross-site Major Depressive Disorder Classification

Classification models based on resting-state functional magnetic resonance imaging (rs-fMRI) often show lower performance at imaging sites not included during model development, which can limit their use in clinical settings. Domain generalization (DG) addresses this issue by learning representations from source sites...

Muhammad Asif Hasan, Yan-Ming Zhu, Xuefei Yin et al. · 0 citations

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