Image Restoration Through Generalized Ornstein-Uhlenbeck Bridge

16 December 2023

Zhengwei Peng

Papers citing "Image Restoration Through Generalized Ornstein-Uhlenbeck Bridge"

34 / 34 papers shown

Title
One-Step Residual Shifting Diffusion for Image Super-Resolution via Distillation Daniil Selikhanovych David Li Aleksei Leonov Nikita Gushchin Sergei Kushneriuk Alexander N. Filippov Evgeny Burnaev Iaroslav Koshelev Alexander Korotin DiffM 120 0 0 17 Mar 2025
DPBridge: Latent Diffusion Bridge for Dense Prediction Haorui Ji Taojun Lin Hongdong Li DiffM 223 1 0 29 Dec 2024
UGPNet: Universal Generative Prior for Image Restoration Hwayoon Lee Kyoungkook Kang Hyeongmin Lee Seung-Hwan Baek Sunghyun Cho DiffM 65 2 0 31 Dec 2023
Score-Based Diffusion Models as Principled Priors for Inverse Imaging Berthy Feng Jamie Smith Michael Rubinstein Huiwen Chang Katherine Bouman William T. Freeman DiffM 112 96 0 23 Apr 2023
MM-BSN: Self-Supervised Image Denoising for Real-World with Multi-Mask based on Blind-Spot Network Dan Zhang Fangfang Zhou Yuwen Jiang Zhengming Fu 69 46 0 04 Apr 2023
Diffusion Schrödinger Bridge Matching Yuyang Shi Valentin De Bortoli Andrew Campbell Arnaud Doucet DiffM OT 96 85 0 29 Mar 2023
Unlimited-Size Diffusion Restoration Yinhuai Wang Jiwen Yu Runyi Yu Jian Zhang 85 15 0 01 Mar 2023
Mixed Hierarchy Network for Image Restoration Huiyu Gao Depeng Dang 46 14 0 19 Feb 2023
Parallel Diffusion Models of Operator and Image for Blind Inverse Problems Hyungjin Chung Jeongsol Kim Sehui Kim J. C. Ye DiffM 79 105 0 19 Nov 2022
Diffusion Posterior Sampling for General Noisy Inverse Problems Hyungjin Chung Jeongsol Kim Michael T. McCann M. Klasky J. C. Ye DiffM 107 838 0 29 Sep 2022
Deep Generalized Schrödinger Bridge Guan-Horng Liu T. Chen Oswin So Evangelos A. Theodorou OT AI4CE 73 37 0 20 Sep 2022
Flow Straight and Fast: Learning to Generate and Transfer Data with Rectified Flow Xingchao Liu Chengyue Gong Qiang Liu OOD 178 996 0 07 Sep 2022
Keys to Better Image Inpainting: Structure and Texture Go Hand in Hand Jitesh Jain Yuqian Zhou Ning Yu Humphrey Shi 73 46 0 05 Aug 2022
Classifier-Free Diffusion Guidance Jonathan Ho Tim Salimans FaML 190 3,885 0 26 Jul 2022
Variational Deep Image Restoration Jae Woong Soh N. Cho SupR 75 39 0 03 Jul 2022
Improving Diffusion Models for Inverse Problems using Manifold Constraints Hyungjin Chung Byeongsu Sim Dohoon Ryu J. C. Ye DiffM MedIm 110 460 0 02 Jun 2022
Elucidating the Design Space of Diffusion-Based Generative Models Tero Karras M. Aittala Timo Aila S. Laine DiffM 175 1,970 0 01 Jun 2022
BBDM: Image-to-image Translation with Brownian Bridge Diffusion Models Bo Li Kaitao Xue Bin Liu Yunyu Lai DiffM 177 144 0 16 May 2022
Denoising Diffusion Restoration Models Bahjat Kawar Michael Elad Stefano Ermon Jiaming Song DiffM 269 833 0 27 Jan 2022
Simulating Diffusion Bridges with Score Matching J. Heng Valentin De Bortoli Arnaud Doucet James Thornton 66 44 0 14 Nov 2021
SwinIR: Image Restoration Using Swin Transformer Christos Sakaridis Jie Cao Guolei Sun Peng Sun Luc Van Gool Radu Timofte ViT 184 2,911 0 23 Aug 2021
Diffusion Schrödinger Bridge with Applications to Score-Based Generative Modeling Valentin De Bortoli James Thornton J. Heng Arnaud Doucet DiffM OT 101 465 0 01 Jun 2021
Diffusion Models Beat GANs on Image Synthesis Prafulla Dhariwal Alex Nichol 213 7,831 0 11 May 2021
Improved Denoising Diffusion Probabilistic Models Alex Nichol Prafulla Dhariwal DiffM 329 3,675 0 18 Feb 2021
Multi-Stage Progressive Image Restoration Syed Waqas Zamir Aditya Arora Salman Khan Munawar Hayat Fahad Shahbaz Khan Ming-Hsuan Yang Ling Shao 157 1,486 0 04 Feb 2021
Maximum Likelihood Training of Score-Based Diffusion Models Yang Song Conor Durkan Iain Murray Stefano Ermon DiffM 139 663 0 22 Jan 2021
Score-Based Generative Modeling through Stochastic Differential Equations Yang Song Jascha Narain Sohl-Dickstein Diederik P. Kingma Abhishek Kumar Stefano Ermon Ben Poole DiffM SyDa 330 6,453 0 26 Nov 2020
Single Image Deraining: From Model-Based to Data-Driven and Beyond Wenhan Yang R. Tan Shiqi Wang Yuming Fang Jiaying Liu 74 225 0 16 Dec 2019
Generative Modeling by Estimating Gradients of the Data Distribution Yang Song Stefano Ermon SyDa DiffM 234 3,902 0 12 Jul 2019
The Unreasonable Effectiveness of Deep Features as a Perceptual Metric Richard Y. Zhang Phillip Isola Alexei A. Efros Eli Shechtman Oliver Wang EGVM 376 11,790 0 11 Jan 2018
FFDNet: Toward a Fast and Flexible Solution for CNN based Image Denoising Peng Sun W. Zuo Lei Zhang 125 2,123 0 11 Oct 2017
Deep Joint Rain Detection and Removal from a Single Image Wenhan Yang R. Tan Jiashi Feng Jiaying Liu Zongming Guo Shuicheng Yan 187 1,005 0 25 Sep 2016
Deep Unsupervised Learning using Nonequilibrium Thermodynamics Jascha Narain Sohl-Dickstein Eric A. Weiss Niru Maheswaranathan Surya Ganguli SyDa DiffM 293 6,931 0 12 Mar 2015
Image Super-Resolution Using Deep Convolutional Networks Chao Dong Chen Change Loy Kaiming He Xiaoou Tang SupR 148 8,075 0 31 Dec 2014