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Jia-Wei Wu

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Jul 2026

Virtual Consistency Model for All-in-One Image Restoration

All-in-one Image Restoration (AIR) seeks to address diverse degradations using a unified model trained only once. Existing methods often rely on degradation-specific guidance, leading to conflicting gradients during training. In contrast, diffusion models offer a promising alternative by operating in a high-noise space...

Jia-Wei Wu, Luwei Tu, Zhe Wang et al. · 0 citations

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