Synthesizing Realistic Image Restoration Training Pairs: A Diffusion
Approach

Synthesizing Realistic Image Restoration Training Pairs: A Diffusion Approach

13 March 2023

Lei Zhang

Papers citing "Synthesizing Realistic Image Restoration Training Pairs: A Diffusion Approach"

13 / 13 papers shown

Title
MegaSR: Mining Customized Semantics and Expressive Guidance for Image Super-Resolution X. Li Jianlong Wu Xinchuan Huang C. L. Philip Chen Weili Guan Xian-Sheng Hua Liqiang Nie DiffM 53 0 0 11 Mar 2025
DaLPSR: Leverage Degradation-Aligned Language Prompt for Real-World Image Super-Resolution Aiwen Jiang Zhi Wei Long Peng Feiqiang Liu Wenbo Li Mingwen Wang DiffM 46 2 0 24 Jun 2024
Towards Realistic Data Generation for Real-World Super-Resolution Long Peng Wenbo Li Renjing Pei Jingjing Ren Xueyang Fu Yang Wang Yang Cao Zheng-Jun Zha 37 16 0 11 Jun 2024
Navigating Beyond Dropout: An Intriguing Solution Towards Generalizable Image Super Resolution Hongjun Wang Jiyuan Chen Yinqiang Zheng Tieyong Zeng OOD 33 2 0 29 Feb 2024
CoSeR: Bridging Image and Language for Cognitive Super-Resolution Haoze Sun Wenbo Li Jianzhuang Liu Haoyu Chen Renjing Pei X. Zou Youliang Yan Yujiu Yang SupR 33 45 0 27 Nov 2023
Pixel-Aware Stable Diffusion for Realistic Image Super-resolution and Personalized Stylization Tao Yang Rongyuan Wu Peiran Ren Xuansong Xie Lei Zhang DiffM 36 136 0 28 Aug 2023
Diffusion Models for Image Restoration and Enhancement -- A Comprehensive Survey Xin Li Yulin Ren Xin Jin Cuiling Lan X. Wang Wenjun Zeng Xinchao Wang Zhibo Chen 41 46 0 18 Aug 2023
DiffLLE: Diffusion-guided Domain Calibration for Unsupervised Low-light Image Enhancement Shuzhou Yang Xuanyu Zhang Yinhuai Wang Jiwen Yu Yuhan Wang Jian Zhang DiffM 26 6 0 18 Aug 2023
From Face to Natural Image: Learning Real Degradation for Blind Image Super-Resolution Xiaoming Li Chaofeng Chen Xianhui Lin W. Zuo Lei Zhang OOD 61 16 0 03 Oct 2022
Palette: Image-to-Image Diffusion Models Chitwan Saharia William Chan Huiwen Chang Chris A. Lee Jonathan Ho Tim Salimans David J. Fleet Mohammad Norouzi DiffM VLM 342 1,588 0 10 Nov 2021
Towards Flexible Blind JPEG Artifacts Removal Jiaxi Jiang K. Zhang Radu Timofte 69 106 0 29 Sep 2021
Unsupervised Learning for Real-World Super-Resolution Andreas Lugmayr Martin Danelljan Radu Timofte SSL SupR 134 167 0 20 Sep 2019
Pixel Recurrent Neural Networks Aaron van den Oord Nal Kalchbrenner Koray Kavukcuoglu SSeg GAN 233 2,545 0 25 Jan 2016