SwinIR: Image Restoration Using Swin Transformer

23 August 2021

Luc Van Gool

Radu Timofte

ViT

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Papers citing "SwinIR: Image Restoration Using Swin Transformer"

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Title
Serpent: Scalable and Efficient Image Restoration via Multi-scale Structured State Space Models Mohammad Shahab Sepehri Zalan Fabian Mahdi Soltanolkotabi 44 5 0 26 Mar 2024
A Study in Dataset Pruning for Image Super-Resolution Brian B. Moser Federico Raue Andreas Dengel SupR 44 4 0 25 Mar 2024
Self-Adaptive Reality-Guided Diffusion for Artifact-Free Super-Resolution Qingping Zheng Ling Zheng Yuanfan Guo Ying Li Songcen Xu Jiankang Deng Hang Xu 20 6 0 25 Mar 2024
FOOL: Addressing the Downlink Bottleneck in Satellite Computing with Neural Feature Compression Alireza Furutanpey Qiyang Zhang Philipp Raith Tobias Pfandzelter Shangguang Wang Schahram Dustdar 96 4 0 25 Mar 2024
CFAT: Unleashing TriangularWindows for Image Super-resolution Abhisek Ray Gaurav Kumar M. Kolekar SupR 35 8 0 24 Mar 2024
Transfer CLIP for Generalizable Image Denoising Junting Cheng Dong Liang Shan Tan VLM 43 12 0 22 Mar 2024
AdaIR: Adaptive All-in-One Image Restoration via Frequency Mining and Modulation Yuning Cui Syed Waqas Zamir Salman Khan Alois Knoll Mubarak Shah Fahad Shahbaz Khan 40 17 0 21 Mar 2024
Step-Calibrated Diffusion for Biomedical Optical Image Restoration Yiwei Lyu Sung Jik Cha Cheng Jiang Asadur Chowdury X. Hou Edward Harake A. Kondepudi C. Freudiger Honglak Lee Todd C. Hollon MedIm 42 1 0 20 Mar 2024
WaveFace: Authentic Face Restoration with Efficient Frequency Recovery Yunqi Miao Jiankang Deng Jungong Han DiffM 36 7 0 19 Mar 2024
IDF-CR: Iterative Diffusion Process for Divide-and-Conquer Cloud Removal in Remote-sensing Images Meilin Wang Yexing Song Pengxu Wei Xiaoyu Xian Yukai Shi Liang Lin DiffM 46 11 0 18 Mar 2024
CasSR: Activating Image Power for Real-World Image Super-Resolution Haolan Chen Jinhua Hao Kai Zhao Kun Yuan Ming Sun Chao Zhou Wei Hu 34 5 0 18 Mar 2024
VmambaIR: Visual State Space Model for Image Restoration Yuan Shi Bin Xia Xiaoyu Jin Xing Wang Tianyu Zhao Xin Xia Xuefeng Xiao Wenming Yang 48 53 0 18 Mar 2024
CPA-Enhancer: Chain-of-Thought Prompted Adaptive Enhancer for Object Detection under Unknown Degradations Yuwei Zhang Yan Wu Yanming Liu Xinyue Peng 51 5 0 17 Mar 2024
Self-Supervised Video Desmoking for Laparoscopic Surgery Ren-Rong Wu Zhilu Zhang Shuohao Zhang Longfei Gou Haobin Chen Lei Zhang Hao Chen Wangmeng Zuo 35 3 0 17 Mar 2024
Selective Hourglass Mapping for Universal Image Restoration Based on Diffusion Model Dian Zheng Xiao-Ming Wu Shuzhou Yang Jian Zhang Jianfang Hu Wei-Shi Zheng DiffM 44 27 0 17 Mar 2024
Adaptive Semantic-Enhanced Denoising Diffusion Probabilistic Model for Remote Sensing Image Super-Resolution Jialu Sui Xianping Ma Xiaokang Zhang Man-On Pun DiffM 26 0 0 17 Mar 2024
Boosting Flow-based Generative Super-Resolution Models via Learned Prior Li-Yuan Tsao Yi-Chen Lo Chia-Che Chang Hao-Wei Chen Roy Tseng Chien Feng Chun-Yi Lee SupR 27 4 0 16 Mar 2024
Strong and Controllable Blind Image Decomposition Zeyu Zhang Junlin Han Chenhui Gou Hongdong Li Liang Zheng 41 1 0 15 Mar 2024
PASTA: Towards Flexible and Efficient HDR Imaging Via Progressively Aggregated Spatio-Temporal Alignment Xiaoning Liu Ao Li Zongwei Wu Yapeng Du Le Zhang Yulun Zhang Radu Timofte Ce Zhu 46 2 0 15 Mar 2024
How Powerful Potential of Attention on Image Restoration? Cong Wang Jinshan Pan Yeying Jin Liyan Wang Wei Wang Gang Fu Wenqi Ren Xiaochun Cao ViT 28 1 0 15 Mar 2024
Arbitrary-Scale Image Generation and Upsampling using Latent Diffusion Model and Implicit Neural Decoder Jinseok Kim Tae-Kyun Kim 31 11 0 15 Mar 2024
BlindDiff: Empowering Degradation Modelling in Diffusion Models for Blind Image Super-Resolution Feng Li Yixuan Wu Zichao Liang Runmin Cong H. Bai Yao-Min Zhao Meng Wang DiffM 46 1 0 15 Mar 2024
Progressive Divide-and-Conquer via Subsampling Decomposition for Accelerated MRI Chong Wang Lanqing Guo Yufei Wang Hao Cheng Yi Yu Bihan Wen 39 9 0 15 Mar 2024
Activating Wider Areas in Image Super-Resolution Cheng Cheng Hang Wang Hongbin Sun 37 9 0 13 Mar 2024
Attack Deterministic Conditional Image Generative Models for Diverse and Controllable Generation Tianyi Chu Wei Xing Jiafu Chen Zhizhong Wang Jiakai Sun Lei Zhao Haibo Chen Huaizhong Lin AAML 41 2 0 13 Mar 2024
Learning Correction Errors via Frequency-Self Attention for Blind Image Super-Resolution Haochen Sun Yan Yuan Lijuan Su Hao-Yu Shao 41 1 0 12 Mar 2024
Gabor-guided transformer for single image deraining Sijin He Guangfeng Lin ViT 47 0 0 12 Mar 2024
Efficient Diffusion Model for Image Restoration by Residual Shifting Zongsheng Yue Jianyi Wang Chen Change Loy DiffM 32 36 0 12 Mar 2024
Multi-Scale Implicit Transformer with Re-parameterize for Arbitrary-Scale Super-Resolution Jinchen Zhu Mingjian Zhang Ling Zheng Shizhuang Weng 47 0 0 11 Mar 2024
Temporal-Mapping Photography for Event Cameras Yuhan Bao Lei Sun Yuqin Ma Kaiwei Wang 27 5 0 11 Mar 2024
Transformer based Multitask Learning for Image Captioning and Object Detection Debolena Basak P. K. Srijith M. Desarkar 32 1 0 10 Mar 2024
Generalizing to Out-of-Sample Degradations via Model Reprogramming Runhua Jiang Yahong Han DiffM OODD 39 0 0 09 Mar 2024
Adaptive Multi-modal Fusion of Spatially Variant Kernel Refinement with Diffusion Model for Blind Image Super-Resolution Junxiong Lin Yan Wang Zeng Tao Boyang Wang Qing Zhao ... Yuxuan Lin Wei Song Jiawen Yu Shaoqi Yan Wenqiang Zhang 29 2 0 09 Mar 2024
Segmentation Guided Sparse Transformer for Under-Display Camera Image Restoration Jingyun Xue Tao Wang Jun Wang Kaihao Zhang ViT 51 2 0 09 Mar 2024
DuDoUniNeXt: Dual-domain unified hybrid model for single and multi-contrast undersampled MRI reconstruction Ziqi Gao Yue Zhang Xinwen Liu Kaiyan Li S. Kevin Zhou 52 1 0 08 Mar 2024
XPSR: Cross-modal Priors for Diffusion-based Image Super-Resolution Yunpeng Qu Kun Yuan Kai Zhao Qizhi Xie Jinhua Hao Ming Sun Chao Zhou 27 17 0 08 Mar 2024
A Unified Framework for Microscopy Defocus Deblur with Multi-Pyramid Transformer and Contrastive Learning Yuelin Zhang Pengyu Zheng Wanquan Yan Chengyu Fang Shing Shin Cheng MedIm 48 8 0 05 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 39 15 0 05 Mar 2024
APISR: Anime Production Inspired Real-World Anime Super-Resolution Boyang Wang Fengyu Yang Xihang Yu Chao Zhang Han Zhao SupR 57 11 0 03 Mar 2024
SeD: Semantic-Aware Discriminator for Image Super-Resolution Bingchen Li Xin Li Hanxin Zhu Yeying Jin Ruoyu Feng Zhizheng Zhang Zhibo Chen SupR 48 22 0 29 Feb 2024
CAMixerSR: Only Details Need More "Attention" Yan Wang Yi Liu Shijie Zhao Junlin Li Li Zhang SupR 52 17 0 29 Feb 2024
Training Generative Image Super-Resolution Models by Wavelet-Domain Losses Enables Better Control of Artifacts Cansu Korkmaz A. Murat Tekalp Zafer Doğan 31 11 0 29 Feb 2024
Navigating Beyond Dropout: An Intriguing Solution Towards Generalizable Image Super Resolution Hongjun Wang Jiyuan Chen Yinqiang Zheng Tieyong Zeng OOD 43 2 0 29 Feb 2024
LoLiSRFlow: Joint Single Image Low-light Enhancement and Super-resolution via Cross-scale Transformer-based Conditional Flow Ziyu Yue Jiaxin Gao Sihan Xie Yang Liu Zhixun Su 23 1 0 29 Feb 2024
MambaMIR: An Arbitrary-Masked Mamba for Joint Medical Image Reconstruction and Uncertainty Estimation Jiahao Huang Liutao Yang Fanwen Wang Yang Nan Angelica I. Aviles-Rivero Carola-Bibiane Schönlieb Daoqiang Zhang Guang Yang Mamba 36 14 0 28 Feb 2024
Misalignment-Robust Frequency Distribution Loss for Image Transformation Zhangkai Ni Juncheng Wu Zian Wang Wenhan Yang Hanli Wang Lin Ma 50 4 0 28 Feb 2024
A Lightweight Low-Light Image Enhancement Network via Channel Prior and Gamma Correction Shyang-En Weng S. Miaou Ricky Christanto 27 2 0 28 Feb 2024
SAM-DiffSR: Structure-Modulated Diffusion Model for Image Super-Resolution Chengcheng Wang Zhiwei Hao Yehui Tang Jianyuan Guo Yujie Yang Kai Han Yunhe Wang 40 6 0 27 Feb 2024
Learning to See Through Dazzle Xiaopeng Peng Erin F. Fleet A. Watnik Grover A. Swartzlander GAN AAML 34 4 0 24 Feb 2024
IRConStyle: Image Restoration Framework Using Contrastive Learning and Style Transfer Dongqi Fan Xin Zhao Liang Chang 32 1 0 24 Feb 2024