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Omnict: Towards a unified slice-volume lvlm for comprehensive ct analysis.arXiv preprint arXiv:2602.16110, 2026

Tianwei Lin, Zhongwei Qiu, Wenqiao Zhang, Jiang Liu, Yihan Xie, Mingjian Gao, Zhenxuan Fan, Zhaocheng Li, Sijing Li, Zhongle Xie, et al · 2026 · arXiv 2602.16110

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  • InstructSAM: Segment Any Instance with Any Instructions cs.CV · 2026-05-25 · unverdicted · none · ref 7

    InstructSAM uses learnable queries in a VLM to condition SAM3 for single-pass multi-instance segmentation from arbitrary instructions, with a new Inst2Seg benchmark.