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Ruishu Zhu

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#diffusion models Review Open access Aug 2026

Representation learning in diffusion and flow-based model: an application aspect

This work systematically categorizes representative methods across a wide range of downstream tasks, including image classification, dense visual prediction, instance-level perception, and annotation-scarce scenarios, and proposes a three-tier progressive framework that organizes existing works from three perspectives.

Yan-Chen Xu, Si-Da Huang, Zhen-Yu Gu et al. · 0 citations

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