Author

Chunxiao Liu

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Preprint Aug 2026

Preserve More Details: Mitigating Content Drift in Real-World Image Super-Resolution

FSP-Diff, a novel one-step diffusion model featuring a dual-pathway architecture that refines semantic guidance using structured details to mitigate semantic deviations, is proposed and demonstrates that FSP-Diff surpasses existing one-step diffusion methods in both quantitative and qualitative metrics.

Chunxiao Liu, Wei Liu, Anbin Xiong et al. · 0 citations