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Author

Han-Mo Zhang

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Preprint Aug 2026

Staying True to the Origin: Continuous Image Stylization with Smooth Transitions

This paper proposes a simple yet effective two-stage training strategy along with a style-strength-aware spline formulation to enable modern Diffusion Transformer-based multi-reference editing models to faithfully preserve the semantic structure of the content image, render strong stylization effects, and smoothly tran...

Rui Xu, Han-Mo Zhang, Song-Hua Liu · 0 citations

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