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Feng-Jia Guo

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#machine learning Preprint Sep 2026

CARE: Condition-Aware Representation Regularization for Diffusion Models

Recent advances in diffusion models highlight the importance of representation regularization for improving sample quality and training efficiency. However, commonly used regularization methods often overlook the built-in conditions (such as labels or texts) which directly determine the generation target. In this work,...

Feng-Jia Guo, Zhuo-Yi Yang, Jie Tang · 0 citations

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