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

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Xue-Yong Xiang

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Aug 2026

D2M-Net: decoupled dual matching for few-shot 3D point-cloud semantic segmentation

Results suggest that decoupled matching improves robustness to appearance-driven confusion in indoor point-cloud segmentation and propose D2M-Net, a decoupled dual-matching network that separates backbone features into geometry-oriented and semantic-oriented subspaces before prototype comparison.

Han-Bin Fang, Cheng-Long Peng, Xue-Yong Xiang et al. · 0 citations

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