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Christopher De Sa

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#machine learning Preprint Oct 2026

Purify Before You Align: Improving Representation Alignment for Diffusion Models

Representation alignment improves and accelerates diffusion training by encouraging intermediate features to match a pretrained visual encoder. However, standard alignment matches pretrained representations without distinguishing what information may be more useful for generation. We introduce local appearance purifica...

Yingheng Wang, Yao Li, Ya-Qin Wu et al. · 0 citations

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