DiffBIR: Towards Blind Image Restoration with Generative Diffusion Prior

29 August 2023

Wanli Ouyang

Yu Qiao

Chao Dong

DiffM

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Papers citing "DiffBIR: Towards Blind Image Restoration with Generative Diffusion Prior"

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Title
GuideSR: Rethinking Guidance for One-Step High-Fidelity Diffusion-Based Super-Resolution Aditya Arora Z. Tu Y. Wang Ruizheng Bai Jian Wang Sizhuo Ma DiffM 58 0 0 01 May 2025
Dual Prompting Image Restoration with Diffusion Transformers Dehong Kong Fan Li Zhixin Wang Jiaqi Xu Renjing Pei W. J. Li Wenqi Ren DiffM 59 0 0 24 Apr 2025
UniCon: Unidirectional Information Flow for Effective Control of Large-Scale Diffusion Models Fanghua Yu Jinjin Gu Jinfan Hu Zheyuan Li Chao Dong DiffM 50 0 0 21 Mar 2025
CTSR: Controllable Fidelity-Realness Trade-off Distillation for Real-World Image Super Resolution Runyi Li Bin Chen Jian Andrew Zhang Radu Timofte SupR 53 0 0 18 Mar 2025
Segment Any-Quality Images with Generative Latent Space Enhancement Guangqian Guo Yoong Guo Xuehui Yu Wenbo Li Yaoxing Wang Shan Gao VLM 70 0 0 16 Mar 2025
Prompt-SID: Learning Structural Representation Prompt via Latent Diffusion for Single-Image Denoising Huaqiu Li Wang Zhang Xiaowan Hu Tao Jiang Zikang Chen Haoqian Wang DiffM 84 0 0 10 Feb 2025
One Diffusion Step to Real-World Super-Resolution via Flow Trajectory Distillation J. Li Jiezhang Cao Yong Guo W. J. Li Yulun Zhang DiffM 73 0 0 04 Feb 2025
F-Bench: Rethinking Human Preference Evaluation Metrics for Benchmarking Face Generation, Customization, and Restoration Lu Liu Huiyu Duan Qiang Hu Liu Yang Chunlei Cai Tianxiao Ye Huayu Liu Xiaoyun Zhang Guangtao Zhai EGVM 92 1 0 17 Dec 2024
LDPM: Towards undersampled MRI reconstruction with MR-VAE and Latent Diffusion Prior Xingjian Tang Jingwei Guan Linge Li Youmei Zhang Mengye Lyu Li Yan Li Yan MedIm DiffM 23 0 0 05 Nov 2024
An Intelligent Agentic System for Complex Image Restoration Problems Kaiwen Zhu Jinjin Gu Zhiyuan You Yu Qiao Chao Dong 33 6 0 23 Oct 2024
Spatio-Temporal Distortion Aware Omnidirectional Video Super-Resolution Hongyu An Xinfeng Zhang Shijie Zhao Ruiqin Xiong Ruiqin Xiong SupR 64 0 0 15 Oct 2024
Towards Unsupervised Blind Face Restoration using Diffusion Prior Tianshu Kuai Sina Honari Igor Gilitschenski Alex Levinshtein DiffM 23 0 0 06 Oct 2024
Overcoming False Illusions in Real-World Face Restoration with Multi-Modal Guided Diffusion Model Keda Tao Jinjin Gu Yulun Zhang Xiucheng Wang Nan Cheng DiffM 57 3 0 05 Oct 2024
DiffIR2VR-Zero: Zero-Shot Video Restoration with Diffusion-based Image Restoration Models Chang-Han Yeh Chin-Yang Lin Zhixiang Wang Chi-Wei Hsiao Ting-Hsuan Chen Hau-Shiang Shiu Yu-Lun Liu VGen DiffM 40 5 0 01 Jul 2024
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 40 2 0 24 Jun 2024
Diffusion Models in Low-Level Vision: A Survey Chunming He Yuqi Shen Chengyu Fang Fengyang Xiao Longxiang Tang Yulun Zhang W. Zuo Zhenhua Guo Xiu Li VLM DiffM MedIm 61 25 0 17 Jun 2024
Semantic Guided Large Scale Factor Remote Sensing Image Super-resolution with Generative Diffusion Prior Ce Wang Wanjie Sun DiffM 27 4 0 11 May 2024
MVIP-NeRF: Multi-view 3D Inpainting on NeRF Scenes via Diffusion Prior Honghua Chen Chen Change Loy Xingang Pan 34 11 0 05 May 2024
G-Refine: A General Quality Refiner for Text-to-Image Generation Chunyi Li Haoning Wu Hongkun Hao Zicheng Zhang Tengchaun Kou Chaofeng Chen Lei Bai Xiaohong Liu Weisi Lin Guangtao Zhai 25 4 0 29 Apr 2024
Diffusion-Aided Joint Source Channel Coding For High Realism Wireless Image Transmission Mingyu Yang Bowen Liu Boyang Wang Hun-Seok Kim DiffM 40 5 0 27 Apr 2024
PromptCIR: Blind Compressed Image Restoration with Prompt Learning Bingchen Li Xin Li Yiting Lu Ruoyu Feng Mengxi Guo Shijie Zhao Li Zhang Zhibo Chen 27 13 0 26 Apr 2024
XPSR: Cross-modal Priors for Diffusion-based Image Super-Resolution Yunpeng Qu Kun Yuan Kai Zhao Qizhi Xie Jinhua Hao Ming-hui Sun Chao Zhou 21 16 0 08 Mar 2024
Diffusion Model-Based Image Editing: A Survey Yi Huang Jiancheng Huang Yifan Liu Mingfu Yan Jiaxi Lv Jianzhuang Liu Wei Xiong He Zhang Liangliang Cao Liangliang Cao EGVM 63 82 0 27 Feb 2024
SAM-DiffSR: Structure-Modulated Diffusion Model for Image Super-Resolution Chengcheng Wang Zhiwei Hao Yehui Tang Jianyuan Guo Yujie Yang Kai Han Yunhe Wang 32 6 0 27 Feb 2024
SPIRE: Semantic Prompt-Driven Image Restoration Chenyang Qi Zhengzhong Tu Keren Ye M. Delbracio P. Milanfar Qifeng Chen Hossein Talebi DiffM 19 11 0 18 Dec 2023
Adversarial Diffusion Distillation Axel Sauer Dominik Lorenz A. Blattmann Robin Rombach 138 326 0 28 Nov 2023
Image Super-Resolution with Text Prompt Diffusion Zheng Chen Yulun Zhang Jinjin Gu Xin Yuan Linghe Kong Guihai Chen Xiaokang Yang DiffM 23 19 0 24 Nov 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
Pixel-Aware Stable Diffusion for Realistic Image Super-resolution and Personalized Stylization Tao Yang Rongyuan Wu Peiran Ren Xuansong Xie Lei Zhang DiffM 20 133 0 28 Aug 2023
Exploiting Diffusion Prior for Real-World Image Super-Resolution Jianyi Wang Zongsheng Yue Shangchen Zhou Kelvin C. K. Chan Chen Change Loy 17 275 0 11 May 2023
Denoising Diffusion Restoration Models Bahjat Kawar Michael Elad Stefano Ermon Jiaming Song DiffM 204 770 0 27 Jan 2022
MUSIQ: Multi-scale Image Quality Transformer Junjie Ke Qifei Wang Yilin Wang P. Milanfar Feng Yang 146 608 0 12 Aug 2021
Intermediate Layer Optimization for Inverse Problems using Deep Generative Models Giannis Daras Joseph Dean A. Jalal A. Dimakis DRL 171 82 0 15 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
A Style-Based Generator Architecture for Generative Adversarial Networks Tero Karras S. Laine Timo Aila 262 10,183 0 12 Dec 2018
Image-to-Image Translation with Conditional Adversarial Networks Phillip Isola Jun-Yan Zhu Tinghui Zhou Alexei A. Efros SSeg 212 19,191 0 21 Nov 2016
Real-Time Single Image and Video Super-Resolution Using an Efficient Sub-Pixel Convolutional Neural Network Wenzhe Shi Jose Caballero Ferenc Huszár J. Totz Andrew P. Aitken Rob Bishop Daniel Rueckert Zehan Wang SupR 183 5,138 0 16 Sep 2016