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Blended embedding guided style transfer in inversion-based diffusion for creatively-matched source-reference pairs | Synapse
March 3, 2026
Blended embedding guided style transfer in inversion-based diffusion for creatively-matched source-reference pairs
SK
Sojeong Kim
BS
Bong-Soo Sohn
Chung-Ang University
JL
J.-H. Lee
Key Points
Effective style transfer achieved by blending embeddings, enhancing the artistic output and creative freedom.
Key metric showed considerable improvement in matching source and reference styles, achieving over 85% visual fidelity and creativity.
Analysis used an inversion-based diffusion technique to determine the best parameters for embedding guidance in artistic rendering.
This approach highlights potential advancements in style transfer applications for digital artistry and may enable enhanced visual creativity.
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Cite This Study
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Kim et al. (Mon,) studied this question.
synapsesocial.com/papers/69a76656badf0bb9e87dc9fd
https://doi.org/https://doi.org/10.1016/j.neucom.2026.132901