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Zhuoyuan Jiang

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Preprint Aug 2026

Owner3D: Ownership-Guided Style Writing for Training-Free Localized 3D Stylization

Localized 3D stylization aims to modify the appearance of a specified object part while preserving the remaining surfaces. In large reconstruction models (LRMs), this task is challenging because style is injected into intermediate appearance representations before rendering, while compact triplane features are shared a...

Su-Chang Tao, Kai-Feng Shi, Zhiyan Liu et al. · 0 citations

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