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Yuran Dong

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Aug 2026

Pose-Star++: Semantic-Visual Understanding for Fine-Grained Fashion Image Editing.

Pose-Star++ is proposed, a training-free, plug-and-play framework that introduces two core innovations: an LVLM-based Understanding Module that shifts from word- to sentence-level semantic-visual comprehension, eliminating cumbersome instruction pre-parsing and enabling robust understanding of complex natural language.

Yuran Dong, Bo Du, Mang Ye · 0 citations

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