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most citedLFME: A Simple Framework for Learning from Multiple Experts in Domain Generalization

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cs.CV2026

ActiveSAM: Fast and Accurate Open-Vocabulary Semantic Segmentation with Frozen SAM 3

Tran Dinh Tien, Zhiqiang Shen

Segment Anything Model 3 (SAM 3) provides a strong frozen backbone for concept-prompted segmentation, but applying it directly to open-vocabulary semantic segmentation (OVSS) is in…