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Jingren Liu

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Open access May 2025

CCD: Continual Consistency Diffusion for Lifelong Generative Modeling

The Continual Diffusion Generation (CDG) is introduced, a structured pipeline that redefines how diffusion models are implemented under CL and enables systematic evaluation of GCF, and a principled training framework that fosters long-term retention of generative knowledge and stable integration of new capabilities.

Jingren Liu, Zhong Ji, Shuning Xu et al. · 2 citations

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