Efficient and Degradation-Adaptive Network for Real-World Image Super-Resolution

27 March 2022

Lei Zhang

Papers citing "Efficient and Degradation-Adaptive Network for Real-World Image Super-Resolution"

50 / 59 papers shown

Title
Semantic-Guided Diffusion Model for Single-Step Image Super-Resolution Zihang Liu Zhenyu Zhang Hao Tang 12 0 0 11 May 2025
Acquire and then Adapt: Squeezing out Text-to-Image Model for Image Restoration Junyuan Deng Xinyi Wu Yongxing Yang Congchao Zhu Song Wang Zhenyao Wu 26 0 0 21 Apr 2025
UCS: A Universal Model for Curvilinear Structure Segmentation Dianshuo Li Li Chen Y. Cao Kai Zhu Jun Cheng 28 0 0 05 Apr 2025
DiT4SR: Taming Diffusion Transformer for Real-World Image Super-Resolution Zheng-Peng Duan Jiawei Zhang Xin Jin Z. Zhang Zheng Xiong Dongqing Zou Jimmy S. Ren Chun-Le Guo Chongyi Li 34 0 0 30 Mar 2025
Uncertainty-guided Perturbation for Image Super-Resolution Diffusion Model Leheng Zhang Weiyi You Kexuan Shi Shuhang Gu 52 0 0 24 Mar 2025
The Power of Context: How Multimodality Improves Image Super-Resolution Kangfu Mei Hossein Talebi Mojtaba Ardakani Vishal M. Patel P. Milanfar M. Delbracio DiffM 74 1 0 18 Mar 2025
One-Step Residual Shifting Diffusion for Image Super-Resolution via Distillation Daniil Selikhanovych David Li Aleksei Leonov Nikita Gushchin Sergei Kushneriuk Alexander N. Filippov E. Burnaev Iaroslav Koshelev Alexander Korotin DiffM 53 0 0 17 Mar 2025
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 46 0 0 11 Mar 2025
Boosting Diffusion-Based Text Image Super-Resolution Model Towards Generalized Real-World Scenarios Chenglu Pan Xiaogang Xu Ganggui Ding Y. Zhang Wenbo Li Jiarong Xu Qingbiao Wu 49 0 0 10 Mar 2025
AdaptSR: Low-Rank Adaptation for Efficient and Scalable Real-World Super-Resolution Cansu Korkmaz Nancy Mehta Radu Timofte 57 0 0 10 Mar 2025
UniRestorer: Universal Image Restoration via Adaptively Estimating Image Degradation at Proper Granularity Jingbo Lin Zhilu Zhang W. J. Li Renjing Pei Hang Xu Hongzhi Zhang Wangmeng Zuo 32 0 0 28 Dec 2024
Beyond Pixels: Text Enhances Generalization in Real-World Image Restoration Haoze Sun W. J. Li J. Liu Kaiwen Zhou Yongqiang Chen Yong Guo Y. Li Renjing Pei Long Peng Y. Yang DiffM 68 1 0 01 Dec 2024
FaithDiff: Unleashing Diffusion Priors for Faithful Image Super-resolution Junyang Chen Jinshan Pan Jiangxin Dong 67 0 0 27 Nov 2024
HF-Diff: High-Frequency Perceptual Loss and Distribution Matching for One-Step Diffusion-Based Image Super-Resolution S. Sami Md Golam Moula Mehedi Hasan J. Dawson Nasser M. Nasrabadi DiffM 66 0 0 20 Nov 2024
DreamClear: High-Capacity Real-World Image Restoration with Privacy-Safe Dataset Curation Yuang Ai Xiaoqiang Zhou Huaibo Huang Xiaotian Han Zhengyu Chen Quanzeng You Hongxia Yang 34 0 0 24 Oct 2024
AdaDiffSR: Adaptive Region-aware Dynamic Acceleration Diffusion Model for Real-World Image Super-Resolution Yuanting Fan Chengxu Liu Nengzhong Yin Changlong Gao Xueming Qian 13 0 0 23 Oct 2024
ControlSR: Taming Diffusion Models for Consistent Real-World Image Super Resolution Yuhao Wan Peng-Tao Jiang Qibin Hou Hao Zhang Jinwei Chen Ming-Ming Cheng Bo Li DiffM 21 1 0 18 Oct 2024
DORNet: A Degradation Oriented and Regularized Network for Blind Depth Super-Resolution Zhengxue Wang Zhiqiang Yan Jinshan Pan Guangwei Gao Kai Zhang Jian Yang SupR 28 1 0 15 Oct 2024
Taming Diffusion Prior for Image Super-Resolution with Domain Shift SDEs Qinpeng Cui Yixuan Liu Xinyi Zhang Qiqi Bao Zhongdao Wang Qingmin Liao Li Wang Tian Lu Emad Barsoum 25 4 0 26 Sep 2024
A Preliminary Exploration Towards General Image Restoration Xiangtao Kong Jinjin Gu Yihao Liu Wenlong Zhang Xiangyu Chen Yu Qiao Chao Dong DiffM 36 2 0 27 Aug 2024
DIffSteISR: Harnessing Diffusion Prior for Superior Real-world Stereo Image Super-Resolution Yuanbo Zhou Xinlin Zhang Wei Deng Tao Wang Tao Tan Qinquan Gao Tong Tong 22 0 0 14 Aug 2024
Content-decoupled Contrastive Learning-based Implicit Degradation Modeling for Blind Image Super-Resolution Jiang Yuan Ji Ma Bo Wang Weiming Hu 22 0 0 10 Aug 2024
Pairwise Distance Distillation for Unsupervised Real-World Image Super-Resolution Yuehan Zhang Seungjun Lee Angela Yao 19 0 0 10 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 34 2 0 24 Jun 2024
IG-CFAT: An Improved GAN-Based Framework for Effectively Exploiting Transformers in Real-World Image Super-Resolution Alireza Aghelan Ali Amiryan Abolfazl Zarghani Behnoush Hatami ViT 26 1 0 19 Jun 2024
One-Step Effective Diffusion Network for Real-World Image Super-Resolution Rongyuan Wu Lingchen Sun Zhiyuan Ma Lei Zhang DiffM 18 4 0 12 Jun 2024
Efficient Real-world Image Super-Resolution Via Adaptive Directional Gradient Convolution Long Peng Yang Cao Renjing Pei Wenbo Li Jiaming Guo Xueyang Fu Yang Wang Zheng-Jun Zha 29 12 0 11 May 2024
Swin2-MoSE: A New Single Image Super-Resolution Model for Remote Sensing Leonardo Rossi Vittorio Bernuzzi Tomaso Fontanini Massimo Bertozzi Andrea Prati 34 3 0 29 Apr 2024
DeeDSR: Towards Real-World Image Super-Resolution via Degradation-Aware Stable Diffusion Chunyang Bi Xin Luo Sheng Shen Mengxi Zhang Huanjing Yue Jingyu Yang 19 2 0 31 Mar 2024
Efficient Diffusion Model for Image Restoration by Residual Shifting Zongsheng Yue Jianyi Wang Chen Change Loy DiffM 21 36 0 12 Mar 2024
Low-Res Leads the Way: Improving Generalization for Super-Resolution by Self-Supervised Learning Haoyu Chen Wenbo Li Jinjin Gu Jingjing Ren Haoze Sun X. Zou Zhensong Zhang Youliang Yan Lei Zhu 19 2 0 05 Mar 2024
Navigating Beyond Dropout: An Intriguing Solution Towards Generalizable Image Super Resolution Hongjun Wang Jiyuan Chen Yinqiang Zheng Tieyong Zeng OOD 25 2 0 29 Feb 2024
See More Details: Efficient Image Super-Resolution by Experts Mining Eduard Zamfir Zongwei Wu Nancy Mehta Yulun Zhang Radu Timofte SupR 35 9 0 05 Feb 2024
You Only Need One Step: Fast Super-Resolution with Stable Diffusion via Scale Distillation Mehdi Noroozi Isma Hadji Brais Martínez Adrian Bulat Georgios Tzimiropoulos 14 10 0 30 Jan 2024
Scaling Up to Excellence: Practicing Model Scaling for Photo-Realistic Image Restoration In the Wild Fanghua Yu Jinjin Gu Zheyuan Li Jinfan Hu Xiangtao Kong Xintao Wang Jingwen He Yu Qiao Chao Dong 19 33 0 24 Jan 2024
Perception-Distortion Balanced Super-Resolution: A Multi-Objective Optimization Perspective Lingchen Sun Jiejing Liang Shuai Liu Hongwei Yong Lei Zhang 10 6 0 24 Dec 2023
Toward Real World Stereo Image Super-Resolution via Hybrid Degradation Model and Discriminator for Implied Stereo Image Information Yuanbo Zhou Yuyang Xue Jiang Bi Wenlin He Xinlin Zhang ... Wei Deng Ruofeng Nie Junlin Lan Qinquan Gao Tong Tong 24 1 0 13 Dec 2023
Boosting Latent Diffusion with Flow Matching Johannes S. Fischer Ming Gui Pingchuan Ma Nick Stracke S. A. Baumann Bjorn Ommer 9 5 0 12 Dec 2023
SeeSR: Towards Semantics-Aware Real-World Image Super-Resolution Rongyuan Wu Tao Yang Lingchen Sun Zhengqiang Zhang Shuai Li Lei Zhang DiffM SupR 14 124 0 27 Nov 2023
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 20 45 0 27 Nov 2023
SinSR: Diffusion-Based Image Super-Resolution in a Single Step Yufei Wang Wenhan Yang Xinyuan Chen Yaohui Wang Lanqing Guo Lap-Pui Chau Ziwei Liu Yu Qiao Alex C. Kot Bihan Wen DiffM 65 97 0 23 Nov 2023
Image Super-resolution Via Latent Diffusion: A Sampling-space Mixture Of Experts And Frequency-augmented Decoder Approach Feng Luo Jin-Peng Xiang Jun Zhang Xiao Han Wei Yang DiffM 80 10 0 18 Oct 2023
HAT: Hybrid Attention Transformer for Image Restoration Xiangyu Chen Xintao Wang Wenlong Zhang Xiangtao Kong Yu Qiao Jiantao Zhou Chao Dong 18 41 0 11 Sep 2023
SEAL: A Framework for Systematic Evaluation of Real-World Super-Resolution Wenlong Zhang Xiaohui Li Xiangyu Chen Yu Qiao Xiao-Ming Wu Chao Dong 11 9 0 06 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 15 186 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 25 46 0 18 Aug 2023
StarSRGAN: Improving Real-World Blind Super-Resolution K. Vo Len T. Bui 11 4 0 30 Jul 2023
ResShift: Efficient Diffusion Model for Image Super-resolution by Residual Shifting Zongsheng Yue Jianyi Wang Chen Change Loy DiffM 8 209 0 23 Jul 2023
Solving Diffusion ODEs with Optimal Boundary Conditions for Better Image Super-Resolution Y. Ma Huan Yang Wenhan Yang Jianlong Fu Jiaying Liu DiffM 10 7 0 24 May 2023
Exploiting Diffusion Prior for Real-World Image Super-Resolution Jianyi Wang Zongsheng Yue Shangchen Zhou Kelvin C. K. Chan Chen Change Loy 12 275 0 11 May 2023