most citedResfusion: Denoising Diffusion Probabilistic Models for Image Restoration Based on Prior Residual Noise

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cs.CV2026

ScaleResfusion: Residual Rectified Flow based on Residual Vector Field

Zhenning Shi, Chen Xu, Junhao Zhang +4

Real-world Image Restoration (Real-IR) aims to recover high-quality (HQ) images from complex and unknown degradations. Recent diffusion-based methods have substantially improved pe…

cs.CV2023★ 1 cited

Resfusion: Denoising Diffusion Probabilistic Models for Image Restoration Based on Prior Residual Noise

Zhenning Shi, Haoshuai Zheng, Chen Xu +6

Recently, research on denoising diffusion models has expanded its application to the field of image restoration. Traditional diffusion-based image restoration methods utilize degra…