SinSR: Diffusion-Based Image Super-Resolution in a Single Step

23 November 2023

Lanqing Guo

Lap-Pui Chau

Ziwei Liu

Yu Qiao

Papers citing "SinSR: Diffusion-Based Image Super-Resolution in a Single Step"

50 / 61 papers shown

Title
Accelerating Diffusion-based Super-Resolution with Dynamic Time-Spatial Sampling Rui Qin Qijie Wang Ming Sun Haowei Zhu Chao Zhou Bin Wang 7 0 0 22 May 2025
Semantic-Guided Diffusion Model for Single-Step Image Super-Resolution Zihang Liu Zhenyu Zhang Hao Tang 34 0 0 11 May 2025
Near-Field Channel Estimation for XL-MIMO: A Deep Generative Model Guided by Side Information Zhenzhou Jin Li You Derrick Wing Kwan Ng Xiang-Gen Xia Xiqi Gao 29 2 0 11 May 2025
Diffusion Model Quantization: A Review Qian Zeng Chenggong Hu Mingli Song Jie Song MQ 45 0 0 08 May 2025
Quantizing Diffusion Models from a Sampling-Aware Perspective Qian Zeng Jie Song Yuanyu Wan Huiqiong Wang Mingli Song DiffM MQ 88 1 0 04 May 2025
GuideSR: Rethinking Guidance for One-Step High-Fidelity Diffusion-Based Super-Resolution Aditya Arora Z. Tu Yucheng Wang Ruizheng Bai Jian Wang Sizhuo Ma DiffM 66 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 69 0 0 24 Apr 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 38 0 0 21 Apr 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 61 8 0 17 Apr 2025
PIDSR: Complementary Polarized Image Demosaicing and Super-Resolution Shuangfan Zhou Chu Zhou Youwei Lyu Heng Guo Zhanyu Ma Boxin Shi Imari Sato SupR 59 0 0 10 Apr 2025
Parasite: A Steganography-based Backdoor Attack Framework for Diffusion Models Jianfei Chen Yu Pan Yi Du Chunkai Wu Lin Wang DiffM 35 0 0 08 Apr 2025
PanoDreamer: Consistent Text to 360-Degree Scene Generation Zhexiao Xiong Z. Chen Zhong Li Yi Tian Xu Nathan Jacobs 3DGS VGen 28 0 0 07 Apr 2025
InstructRestore: Region-Customized Image Restoration with Human Instructions Shixuan Liu Jianqi Ma Lingchen Sun Xiangtao Kong Lei Zhang DiffM 44 0 0 31 Mar 2025
DiT4SR: Taming Diffusion Transformer for Real-World Image Super-Resolution Zheng-Peng Duan Jiawei Zhang Xin Jin Zhe Zhang Zheng Xiong Dongqing Zou Jimmy S. Ren Chun-Le Guo Chongyi Li 42 0 0 30 Mar 2025
KernelFusion: Assumption-Free Blind Super-Resolution via Patch Diffusion Oliver Heinimann Assaf Shocher Tal Zimbalist Michal Irani DiffM SupR 53 0 0 27 Mar 2025
Uncertainty-guided Perturbation for Image Super-Resolution Diffusion Model Leheng Zhang Weiyi You Kexuan Shi Shuhang Gu 62 0 0 24 Mar 2025
Dereflection Any Image with Diffusion Priors and Diversified Data Jichen Hu Chen-Ning Yang Zanwei Zhou Jiemin Fang Xiaokang Yang Q. Tian Wei-Ming Shen 47 0 0 21 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 85 1 0 18 Mar 2025
CTSR: Controllable Fidelity-Realness Trade-off Distillation for Real-World Image Super Resolution Runyi Li Bin Chen Jian Zhang Radu Timofte SupR 55 0 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 63 0 0 17 Mar 2025
QDM: Quadtree-Based Region-Adaptive Sparse Diffusion Models for Efficient Image Super-Resolution Donglin Yang Paul Vicol Xiaojuan Qi Renjie Liao Xinming Zhang 36 0 0 15 Mar 2025
Toward Generalized Image Quality Assessment: Relaxing the Perfect Reference Quality Assumption Du Chen Tianhe Wu Kede Ma Lei Zhang 38 2 0 14 Mar 2025
Alias-Free Latent Diffusion Models:Improving Fractional Shift Equivariance of Diffusion Latent Space Yifan Zhou Zeqi Xiao Shuai Yang Xingang Pan 69 2 0 12 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 56 0 0 11 Mar 2025
AdaptSR: Low-Rank Adaptation for Efficient and Scalable Real-World Super-Resolution Cansu Korkmaz Nancy Mehta Radu Timofte 67 0 0 10 Mar 2025
One-Step Diffusion Model for Image Motion-Deblurring X. Liu Yuquan Wang Zhaoyu Chen Jingyun Liang He Zhang Yuyao Zhang Xiaokang Yang DiffM 76 0 0 09 Mar 2025
QArtSR: Quantization via Reverse-Module and Timestep-Retraining in One-Step Diffusion based Image Super-Resolution Libo Zhu Haotong Qin Kaicheng Yang W. J. Li Yong Guo Yulun Zhang Susanto Rahardja Xiaokang Yang MQ DiffM 66 0 0 07 Mar 2025
Volume Tells: Dual Cycle-Consistent Diffusion for 3D Fluorescence Microscopy De-noising and Super-Resolution Zerui Li Chenwei Wang Zhaoke Huang Yiming MA Cunmin Zhao Zhongying Zhao Hong Yan DiffM 53 0 0 04 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 86 1 0 03 Mar 2025
DifIISR: A Diffusion Model with Gradient Guidance for Infrared Image Super-Resolution Xingyuan Li Zhenting Wang Yang Zou Zhaoyu Chen Jun Ma Zhiying Jiang Long Ma Jinyuan Liu 80 1 0 03 Mar 2025
One Diffusion Step to Real-World Super-Resolution via Flow Trajectory Distillation Jiajian Li Jingyun Liang Yong Guo W. J. Li Yulun Zhang DiffM 75 0 0 04 Feb 2025
Geometric Distortion Guided Transformer for Omnidirectional Image Super-Resolution Cuixin Yang Rongkang Dong Jun Xiao Cong Zhang Kin-Man Lam Fei Zhou Guoping Qiu 91 1 0 17 Jan 2025
TCAQ-DM: Timestep-Channel Adaptive Quantization for Diffusion Models Haocheng Huang Jiaxin Chen Jinyang Guo Ruiyi Zhan Yunhong Wang DiffM MQ 80 1 0 21 Dec 2024
Urban Air Temperature Prediction using Conditional Diffusion Models Siyang Dai Jun Liu Ngai-Man Cheung 82 0 0 18 Dec 2024
Consistent Diffusion: Denoising Diffusion Model with Data-Consistent Training for Image Restoration Xinlong Cheng Tiantian Cao Guoan Cheng Bangxuan Huang Xinghan Tian Ye Wang Xiaoyu He Weixin Li Tianfan Xue Xuan Dong DiffM 102 0 0 17 Dec 2024
VividFace: A Diffusion-Based Hybrid Framework for High-Fidelity Video Face Swapping Hao Shao Shulun Wang Yang Zhou Guanglu Song Dailan He Shuo Qin Zhuofan Zong Bingqi Ma Yong-Jin Liu Hongsheng Li VGen DiffM 107 0 0 15 Dec 2024
SuperMark: Robust and Training-free Image Watermarking via Diffusion-based Super-Resolution Runyi Hu Jun Zhang Yiming Li Jiwei Li Qing Guo Han Qiu Tianwei Zhang WIGM AAML 90 1 0 13 Dec 2024
OFTSR: One-Step Flow for Image Super-Resolution with Tunable Fidelity-Realism Trade-offs Yuanzhi Zhu R. Wang Shilin Lu Junnan Li Hanshu Yan Kaicheng Zhang SupR 89 3 0 12 Dec 2024
HoliSDiP: Image Super-Resolution via Holistic Semantics and Diffusion Prior Li-Yuan Tsao Hao-Wei Chen Hao-Wei Chung Deqing Sun Chun-Yi Lee Kelvin Chan Ming Yang DiffM 78 3 0 27 Nov 2024
PassionSR: Post-Training Quantization with Adaptive Scale in One-Step Diffusion based Image Super-Resolution Libo Zhu Jiajian Li Haotong Qin W. J. Li Yulun Zhang Yong Guo Xiaokang Yang DiffM MQ 72 2 0 26 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 71 0 0 20 Nov 2024
Latent Diffusion, Implicit Amplification: Efficient Continuous-Scale Super-Resolution for Remote Sensing Images Hanlin Wu Jiangwei Mo Xiaohui Sun Jie Ma 36 1 0 30 Oct 2024
Temporal and Spatial Super Resolution with Latent Diffusion Model in Medical MRI images Vishal Dubey DiffM MedIm 33 0 0 29 Oct 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 50 9 0 24 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 37 1 0 18 Oct 2024
Learning Efficient and Effective Trajectories for Differential Equation-based Image Restoration Zhiyu Zhu Jinhui Hou Hui Liu Huanqiang Zeng Junhui Hou 40 0 0 07 Oct 2024
Khattat: Enhancing Readability and Concept Representation of Semantic Typography Ahmed Hussein Alaa Elsetohy Sama Hadhoud Tameem Bakr Yasser Rohaim Badr AlKhamissi VLM 34 0 0 01 Oct 2024
Effective Diffusion Transformer Architecture for Image Super-Resolution Kun Cheng Lei Yu Zhijun Tu Xiao He Liyu Chen Yong Guo Mingrui Zhu Nannan Wang Xinbo Gao Jie Hu 37 0 0 29 Sep 2024
Conditional Image Synthesis with Diffusion Models: A Survey Zheyuan Zhan Defang Chen Jian-Ping Mei Zhenghe Zhao Jiawei Chen Chun Chen Siwei Lyu Can Wang VLM 48 5 0 28 Sep 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 35 4 0 26 Sep 2024