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

Author

Hao Peng

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Preprint Aug 2026

EOVSAM: Efficient Open-Vocabulary Segmentation with SAM 3 in One Pass

Open-vocabulary segmentation identifies and segments objects from arbitrary textual descriptions. SAM 3 supports noun-phrase-guided segmentation and achieves competitive open-vocabulary performance through exhaustive vocabulary traversal, yet suffers from prohibitive computational overhead as target categories scale. I...

Hao Peng, Yong-Kang Li, Zhao-Xiang Liu et al. · 0 citations

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