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Sam 3: Segment anything with concepts, 2025

Nicolas Carion, Laura Gustafson, Yuan-Ting Hu, Shoubhik Debnath, Ronghang Hu, Didac Suris, Chaitanya Ryali, Kalyan Vasudev Alwala, Haitham Khedr, Andrew Huang, Jie Lei, Tengyu Ma, Baishan Guo, Arpit Kalla, Markus Marks, Joseph Greer, Meng · 2025

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CMAG: Concept-Scaffolded Retrieval for Marketplace Avatar Generation

cs.CV · 2026-05-18 · unverdicted · novelty 5.0

CMAG combines 3D concept scaffolding, prompt decomposition, taxonomy routing, hybrid retrieval, and agentic VLM verification to assemble topologically consistent avatars from catalog assets given free-form text prompts.

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  • CMAG: Concept-Scaffolded Retrieval for Marketplace Avatar Generation cs.CV · 2026-05-18 · unverdicted · none · ref 2

    CMAG combines 3D concept scaffolding, prompt decomposition, taxonomy routing, hybrid retrieval, and agentic VLM verification to assemble topologically consistent avatars from catalog assets given free-form text prompts.