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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

Author

Junhao Feng

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Conference 2026

Zero-Shot Multi-Reference Personalization via MLLMs-Guided Layout Planning

This work proposes RIG (Regional Image-prompt Generation), a novel training-free framework for multi-reference personalized generation that significantly outperforms state-of-the-art adapter methods in terms of both personalization fidelity and text-layout alignment.

Junhao Feng · 0 citations

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