Generative Diffusion Prior for Unified Image Restoration and Enhancement

Generative Diffusion Prior for Unified Image Restoration and Enhancement

3 April 2023

Weidong Yang

Papers citing "Generative Diffusion Prior for Unified Image Restoration and Enhancement"

19 / 119 papers shown

Title
AutoDIR: Automatic All-in-One Image Restoration with Latent Diffusion Yitong Jiang Zhaoyang Zhang Tianfan Xue Jinwei Gu DiffM 32 40 0 16 Oct 2023
Outlier Detection Using Generative Models with Theoretical Performance Guarantees Jirong Yi A. D. Le Tianming Wang Xiaodong Wu Weiyu Xu 14 3 0 16 Oct 2023
Self-Supervised High Dynamic Range Imaging with Multi-Exposure Images in Dynamic Scenes Zhilu Zhang Haoyu Wang Shuai Liu Xiaotao Wang Lei Lei Wangmeng Zuo 6 3 0 03 Oct 2023
PGDiff: Guiding Diffusion Models for Versatile Face Restoration via Partial Guidance Peiqing Yang Shangchen Zhou Qingyi Tao Chen Change Loy DiffM 8 28 0 19 Sep 2023
A 3M-Hybrid Model for the Restoration of Unique Giant Murals: A Case Study on the Murals of Yongle Palace Jing Yang Nur Intan Raihana Ruhaiyem Chichun Zhou 17 0 0 12 Sep 2023
Diff-Privacy: Diffusion-based Face Privacy Protection Xiao He Mingrui Zhu Dongxin Chen N. Wang Xinbo Gao DiffM 19 5 0 11 Sep 2023
DiffBIR: Towards Blind Image Restoration with Generative Diffusion Prior X. Lin Jingwen He Zi-Yuan Chen Zhaoyang Lyu Bo Dai Ben Fei Wanli Ouyang Yu Qiao Chao Dong DiffM 17 186 0 29 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 31 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 14 6 0 18 Aug 2023
Low-Light Image Enhancement with Wavelet-based Diffusion Models Hailin Jiang Ao Luo Songchen Han Haoqiang Fan Shuaicheng Liu DiffM 14 127 0 01 Jun 2023
Zero-shot CT Field-of-view Completion with Unconditional Generative Diffusion Prior Kaiwen Xu Aravind Krishnan Thomas Z. Li Yuankai Huo K. Sandler Fabien Maldonado Bennett A. Landman DiffM 18 0 0 07 Apr 2023
Uncertainty-Aware Source-Free Adaptive Image Super-Resolution with Wavelet Augmentation Transformer Yuang Ai Xiaoqiang Zhou Huaibo Huang Lei Zhang Ran He 25 2 0 31 Mar 2023
DifFace: Blind Face Restoration with Diffused Error Contraction Zongsheng Yue Chen Change Loy DiffM 13 68 0 13 Dec 2022
Guided Diffusion Model for Adversarial Purification Jinyi Wang Zhaoyang Lyu Dahua Lin Bo Dai Hongfei Fu DiffM 177 77 0 30 May 2022
Denoising Diffusion Restoration Models Bahjat Kawar Michael Elad Stefano Ermon Jiaming Song DiffM 204 770 0 27 Jan 2022
A Close Look at Few-shot Real Image Super-resolution from the Distortion Relation Perspective Xin Li Xin Jin Jun Fu Xiaoyuan Yu Bei Tong Zhibo Chen SupR 13 2 0 25 Nov 2021
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 322 1,570 0 10 Nov 2021
Zero-Shot Text-to-Image Generation Aditya A. Ramesh Mikhail Pavlov Gabriel Goh Scott Gray Chelsea Voss Alec Radford Mark Chen Ilya Sutskever VLM 253 4,735 0 24 Feb 2021
PULSE: Self-Supervised Photo Upsampling via Latent Space Exploration of Generative Models Sachit Menon Alexandru Damian Shijia Hu Nikhil Ravi Cynthia Rudin OOD DiffM 180 536 0 08 Mar 2020