SeeSR: Towards Semantics-Aware Real-World Image Super-Resolution

27 November 2023

Shuai Li

Lei Zhang

DiffM

SupR

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Papers citing "SeeSR: Towards Semantics-Aware Real-World Image Super-Resolution"

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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
Quaternion Wavelet-Conditioned Diffusion Models for Image Super-Resolution Luigi Sigillo Christian Bianchi A. Uncini Danilo Comminiello 46 0 0 01 May 2025
Augmenting Perceptual Super-Resolution via Image Quality Predictors Fengjia Zhang Samrudhdhi B. Rangrej Tristan Aumentado-Armstrong Afsaneh Fazly Alex Levinshtein SupR 62 0 0 25 Apr 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
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 36 0 0 21 Apr 2025
DSPO: Direct Semantic Preference Optimization for Real-World Image Super-Resolution Miaomiao Cai Simiao Li Wei Li X. Y. Huang Hanting Chen Jie Hu Yunhe Wang 24 0 0 21 Apr 2025
NTIRE 2025 Challenge on Real-World Face Restoration: Methods and Results Zheng Chen J. Wang Kai Liu Jue Gong Lei Sun ... J. Lee C. Lee Chih-Chung Hsu Hu Peng Chunming He 40 2 0 20 Apr 2025
$NTIRE 2025 Challenge on Image Super-Resolution ($\times$4): Methods and Results$ NTIRE 2025 Challenge on Image Super-Resolution ( $\times$ 4): Methods and Results Zheng Chen Kai Liu Jue Gong J. Wang Lei Sun ... Prashant Patil Santosh Kumar Vipparthi Subrahmanyam Murala Bilel Benjdira Anas M. Ali SupR 50 0 0 20 Apr 2025
Turbo2K: Towards Ultra-Efficient and High-Quality 2K Video Synthesis Jingjing Ren Wenbo Li Zhongdao Wang Haoze Sun Bangzhen Liu ... Aoxue Li Shifeng Zhang Bin Shao Yong Guo Lei Zhu VGen 34 0 0 20 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 53 7 0 17 Apr 2025
Enhanced Semantic Extraction and Guidance for UGC Image Super Resolution Yiwen Wang Ying Liang Yuxuan Zhang Xinning Chai Zhengxue Cheng Yingsheng Qin Yucai Yang Rong Xie Li-Na Song 21 1 0 14 Apr 2025
ZipIR: Latent Pyramid Diffusion Transformer for High-Resolution Image Restoration Yongsheng Yu Haitian Zheng Zhifei Zhang Jianming Zhang Yuqian Zhou Connelly Barnes Y. Liu Wei Xiong Zhe Lin Jiebo Luo 44 0 0 11 Apr 2025
InstructRestore: Region-Customized Image Restoration with Human Instructions S. Liu Jianqi Ma Lingchen Sun Xiangtao Kong Lei Zhang DiffM 37 0 0 31 Mar 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 37 0 0 30 Mar 2025
Progressive Rendering Distillation: Adapting Stable Diffusion for Instant Text-to-Mesh Generation without 3D Data Zhiyuan Ma Xinyue Liang Rongyuan Wu Xiangyu Zhu Zhen Lei Lei Zhang 71 0 0 27 Mar 2025
KernelFusion: Assumption-Free Blind Super-Resolution via Patch Diffusion Oliver Heinimann Assaf Shocher Tal Zimbalist Michal Irani DiffM SupR 43 0 0 27 Mar 2025
Exploring Semantic Feature Discrimination for Perceptual Image Super-Resolution and Opinion-Unaware No-Reference Image Quality Assessment Guanglu Dong Xiangyu Liao Mingyang Li Guihuan Guo Chao Ren 29 0 0 25 Mar 2025
Binarized Mamba-Transformer for Lightweight Quad Bayer HybridEVS Demosaicing Shiyang Zhou Haijin Zeng Yunfan Lu Tong Shao Ke Tang Yongyong Chen Jie Liu Jingyong Su Mamba 63 0 0 20 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
The Power of Context: How Multimodality Improves Image Super-Resolution Kangfu Mei Hossein Talebi Mojtaba Ardakani Vishal M. Patel P. Milanfar M. Delbracio DiffM 77 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 58 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 X. Zhang 29 0 0 15 Mar 2025
Toward Generalized Image Quality Assessment: Relaxing the Perfect Reference Quality Assumption Du Chen Tianhe Wu Kede Ma Lei Zhang 31 2 0 14 Mar 2025
Perceive, Understand and Restore: Real-World Image Super-Resolution with Autoregressive Multimodal Generative Models Hongyang Wei S. Liu C. Yuan L. Zhang 42 0 0 14 Mar 2025
Multi-Agent Image Restoration Xu Jiang G. Li Bin Chen Jian Andrew Zhang 50 0 0 12 Mar 2025
Prompt to Restore, Restore to Prompt: Cyclic Prompting for Universal Adverse Weather Removal Rongxin Liao Feng-Qiang Li Yanyan Wei Zenglin Shi Le Zhang H. Bai M. Wang 51 0 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 51 0 0 11 Mar 2025
AdaptSR: Low-Rank Adaptation for Efficient and Scalable Real-World Super-Resolution Cansu Korkmaz Nancy Mehta Radu Timofte 62 0 0 10 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 59 0 0 07 Mar 2025
Implicit Neural Representation for Video and Image Super-Resolution M. Aiyetigbo Wanqi Yuan Feng Luo Nianyi Li SupR 46 0 0 06 Mar 2025
Diffusion Restoration Adapter for Real-World Image Restoration Hanbang Liang Zhen Wang Weihui Deng DiffM 39 0 0 28 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
RDEIC: Accelerating Diffusion-Based Extreme Image Compression with Relay Residual Diffusion Zhiyuan Li Yanhui Zhou Hao Wei Chenyang Ge Ajmal Mian DiffM 29 0 0 28 Jan 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 76 1 0 17 Jan 2025
STAR: Spatial-Temporal Augmentation with Text-to-Video Models for Real-World Video Super-Resolution Rui Xie Yinhong Liu Penghao Zhou Chen Zhao Jun Zhou K. Zhang Z. Zhang Jian Yang Z. Yang Ying Tai VGen DiffM 36 1 0 06 Jan 2025
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 84 0 0 17 Dec 2024
TASR: Timestep-Aware Diffusion Model for Image Super-Resolution Qinwei Lin Xiaopeng Sun Yu Gao Yujie Zhong Dengjie Li Zheng Zhao Haoqian Wang 69 0 0 04 Dec 2024
RFSR: Improving ISR Diffusion Models via Reward Feedback Learning Xiaopeng Sun Q. Lin Yu Gao Yujie Zhong Chengjian Feng Dengjie Li Zheng Zhao Jie Hu Lin Ma EGVM 72 1 0 04 Dec 2024
Controlling the Latent Diffusion Model for Generative Image Shadow Removal via Residual Generation X. Li Yang Zhao Dong Wang Yuan Chen Li Cao Xiaoping Liu 64 1 0 03 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
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 68 3 0 27 Nov 2024
PassionSR: Post-Training Quantization with Adaptive Scale in One-Step Diffusion based Image Super-Resolution Libo Zhu J. Li Haotong Qin W. J. Li Yulun Zhang Yong Guo Xiaokang Yang DiffM MQ 62 1 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 68 0 0 20 Nov 2024
Unveiling Hidden Details: A RAW Data-Enhanced Paradigm for Real-World Super-Resolution Long Peng W. J. Li Jiaming Guo Xin Di Haoze Sun Y. Li Renjing Pei Y. Wang Yang Cao Zheng-jun Zha 31 3 0 16 Nov 2024
C-DiffSET: Leveraging Latent Diffusion for SAR-to-EO Image Translation with Confidence-Guided Reliable Object Generation Jeonghyeok Do Jaehyup Lee Munchurl Kim DiffM 35 1 0 16 Nov 2024
Dropout the High-rate Downsampling: A Novel Design Paradigm for UHD Image Restoration Chen Wu Ling Wang Long Peng Dianjie Lu Zhuoran Zheng 32 0 0 10 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 36 8 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 18 0 0 23 Oct 2024
LoRA-IR: Taming Low-Rank Experts for Efficient All-in-One Image Restoration Yuang Ai Huaibo Huang Ran He 28 2 0 20 Oct 2024