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Author

Zhiyan Liu

2 papers indexed here

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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
Open access Aug 2026

LDM-styler: a latent diffusion network for semantic-aware oil painting style transfer and cross-modal imagery reconstruction

Latent diffusion models have significantly advanced the field of artistic style transfer. Nevertheless, extant methods continue to be subject to content distortion when strong oil-painting stylisation is applied. Furthermore, the semantic-preserving style transfer and cross-modal text-to-image reconstruction are conven...

Lin-Chong Ji, Zhiyan Liu, Yu-Qi Wang · 0 citations

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