most citedPAT: Accelerating LLM Decoding via Prefix-Aware Attention with Resource Efficient Multi-Tile Kernel

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cs.CV2026

Universal Concept Disruption for SAM3 Image Segmentation

Hao Wang, Yuxuan Zhang, Wei Yang

SAM3 extends promptable segmentation from geometry-driven mask prediction to open-vocabulary concept segmentation, where a text-conditioned grounding model decides whether a concep…