Efficient Diffusion Model for Image Restoration by Residual Shifting

12 March 2024

Papers citing "Efficient Diffusion Model for Image Restoration by Residual Shifting"

32 / 32 papers shown

Title
MRI motion correction via efficient residual-guided denoising diffusion probabilistic models Mojtaba Safari Shansong Wang Qiang Li Zach Eidex Richard L. J. Qiu Chih-Wei Chang H. Mao Xiaofeng Yang DiffM MedIm 34 0 0 06 May 2025
NTIRE 2025 Challenge on Short-form UGC Video Quality Assessment and Enhancement: Methods and Results Xin Li Kun Yuan B. Li Fengbin Guan Yizhen Shao ... Guohua Zhang Z. Huang Y. Deng Qingmiao Jiang Lu Chen 50 7 0 17 Apr 2025
PT-Mark: Invisible Watermarking for Text-to-image Diffusion Models via Semantic-aware Pivotal Tuning Y. Wang Huiyu Xu Zhibo Wang Jiacheng Du Z. Li Yiming Li Qiu Wang Kui Ren WIGM 47 0 0 15 Apr 2025
Beyond Degradation Redundancy: Contrastive Prompt Learning for All-in-One Image Restoration Gang Wu Junjun Jiang Kui Jiang Xianming Liu Liqiang Nie VLM CLL 41 0 0 14 Apr 2025
Structure-Accurate Medical Image Translation based on Dynamic Frequency Balance and Knowledge Guidance Jiahua Xu Dawei Zhou Lei Hu Zaiyi Liu N. Wang Xinbo Gao MedIm 27 0 0 13 Apr 2025
Neural Fidelity Calibration for Informative Sim-to-Real Adaptation Youwei Yu Lantao Liu 24 0 0 11 Apr 2025
Hierarchical Flow Diffusion for Efficient Frame Interpolation Yang Hai Guo Wang Tan Su Wenjie Jiang Yinlin Hu DiffM 53 0 0 01 Apr 2025
Uncertainty-guided Perturbation for Image Super-Resolution Diffusion Model Leheng Zhang Weiyi You Kexuan Shi Shuhang Gu 54 0 0 24 Mar 2025
Pathology Image Restoration via Mixture of Prompts Jiangdong Cai Yan Chen Zhenrong Shen Haotian Jiang Honglin Xiong Kai Xuan Lichi Zhang Qian Wang MedIm 45 0 0 16 Mar 2025
QDM: Quadtree-Based Region-Adaptive Sparse Diffusion Models for Efficient Image Super-Resolution Donglin Yang Paul Vicol Xiaojuan Qi Renjie Liao X. Zhang 29 0 0 15 Mar 2025
MRI super-resolution reconstruction using efficient diffusion probabilistic model with residual shifting Mojtaba Safari Shansong Wang Zach Eidex Qiang Li Erik H. Middlebrooks D. Yu Xiaofeng Yang MedIm 70 1 0 03 Mar 2025
RestoreGrad: Signal Restoration Using Conditional Denoising Diffusion Models with Jointly Learned Prior Ching Hua Lee Chouchang Yang Jaejin Cho Yashas Malur Saidutta R. S. Srinivasa Yilin Shen Hongxia Jin DiffM 80 0 0 19 Feb 2025
A Physics-Informed Deep Learning Model for MRI Brain Motion Correction Mojtaba Safari Shansong Wang Zach Eidex Richard L. J. Qiu Chih-Wei Chang D. Yu Xiaofeng Yang 77 0 0 13 Feb 2025
Adaptive Blind All-in-One Image Restoration David Serrano-Lozano Luis Herranz Shaolin Su Javier Vázquez-Corral VLM 87 0 0 27 Nov 2024
Lodge++: High-quality and Long Dance Generation with Vivid Choreography Patterns Ronghui Li Hongwen Zhang Yachao Zhang Yuxiang Zhang Youliang Zhang Jie Guo Yan Zhang Xiu Li Yebin Liu 25 2 0 27 Oct 2024
Degradation-Guided One-Step Image Super-Resolution with Diffusion Priors Aiping Zhang Zongsheng Yue Renjing Pei Wenqi Ren Xiaochun Cao 16 7 0 25 Sep 2024
GALD-SE: Guided Anisotropic Lightweight Diffusion for Efficient Speech Enhancement Chengzhong Wang Jianjun Gu Dingding Yao Junfeng Li Yonghong Yan DiffM 26 0 0 23 Sep 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 59 25 0 17 Jun 2024
PatchScaler: An Efficient Patch-Independent Diffusion Model for Super-Resolution Yong Liu Hang Dong Jinshan Pan Qingji Dong Kai-xiang Chen Rongxiang Zhang Lean Fu Fei Wang DiffM 31 1 0 27 May 2024
Gorgeous: Create Your Desired Character Facial Makeup from Any Ideas Jia Wei Sii Chee Seng Chan DiffM 43 0 0 22 Apr 2024
Correcting Diffusion-Based Perceptual Image Compression with Privileged End-to-End Decoder Yiyang Ma Wenhan Yang Jiaying Liu DiffM 29 3 0 07 Apr 2024
CoDi: Conditional Diffusion Distillation for Higher-Fidelity and Faster Image Generation Kangfu Mei M. Delbracio Hossein Talebi Zhengzhong Tu Vishal M. Patel P. Milanfar VLM DiffM 48 11 0 02 Oct 2023
Denoising Diffusion Models for Plug-and-Play Image Restoration Yuanzhi Zhu K. Zhang Jingyun Liang Jiezhang Cao B. Wen Radu Timofte Luc Van Gool DiffM 58 193 0 15 May 2023
GibbsDDRM: A Partially Collapsed Gibbs Sampler for Solving Blind Inverse Problems with Denoising Diffusion Restoration Naoki Murata Koichi Saito Chieh-Hsin Lai Yuhta Takida Toshimitsu Uesaka Yuki Mitsufuji Stefano Ermon DiffM 56 32 0 30 Jan 2023
Denoising Diffusion Restoration Models Bahjat Kawar Michael Elad Stefano Ermon Jiaming Song DiffM 204 770 0 27 Jan 2022
RePaint: Inpainting using Denoising Diffusion Probabilistic Models Andreas Lugmayr Martin Danelljan Andrés Romero F. I. F. Richard Yu Radu Timofte Luc Van Gool DiffM 200 1,330 0 24 Jan 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 322 1,570 0 10 Nov 2021
MUSIQ: Multi-scale Image Quality Transformer Junjie Ke Qifei Wang Yilin Wang P. Milanfar Feng Yang 146 608 0 12 Aug 2021
Deep Unfolding Network for Image Super-Resolution K. Zhang Luc Van Gool Radu Timofte SupR 108 474 0 23 Mar 2020
A Style-Based Generator Architecture for Generative Adversarial Networks Tero Karras S. Laine Timo Aila 262 10,183 0 12 Dec 2018
Non-Local Recurrent Network for Image Restoration Ding Liu B. Wen Yuchen Fan Chen Change Loy Thomas S. Huang SupR 129 624 0 07 Jun 2018
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