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Preprint Sep 2026

CLeaR: A Unified Framework for Resolving the Leakage-Degradation Dilemma in Style Transfer

Style transfer aims to render target content in the style of a reference image, but existing methods often suffer from content leakage, where objects, layouts, or semantics from the style reference appear in the generated output. Although prior data-driven and training-free methods can reduce leakage, they often face a...

Teng Zhou, Yunhao Chen · 0 citations

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