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
Restoration by Generation with Constrained Priors Zheng Ding Xuaner Zhang Zhuowen Tu Zhihao Xia DiffM 29 3 0 28 Dec 2023
KeDuSR: Real-World Dual-Lens Super-Resolution via Kernel-Free Matching Huanjing Yue Zifan Cui Kun Li Jingyu Yang SupR 24 3 0 28 Dec 2023
Efficient Deweather Mixture-of-Experts with Uncertainty-aware Feature-wise Linear Modulation Rongyu Zhang Yulin Luo Jiaming Liu Huanrui Yang Zhen Dong ... Tomoyuki Okuno Yohei Nakata Kurt Keutzer Yuan Du Shanghang Zhang MoMe MoE 40 3 0 27 Dec 2023
Image Restoration by Denoising Diffusion Models with Iteratively Preconditioned Guidance Tomer Garber Tom Tirer DiffM 46 18 0 27 Dec 2023
A Non-Uniform Low-Light Image Enhancement Method with Multi-Scale Attention Transformer and Luminance Consistency Loss Xiao Fang Xin Gao Baofeng Li Feng Zhai Yu Qin Zhihang Meng Jiansheng Lu Chun Xiao ViT 21 2 0 27 Dec 2023
A Comprehensive Study of Object Tracking in Low-Light Environments Anqi Yi Nantheera Anantrasirichai 35 8 0 25 Dec 2023
BSRAW: Improving Blind RAW Image Super-Resolution Marcos V. Conde Florin-Alexandru Vasluianu Radu Timofte 35 6 0 24 Dec 2023
Perception-Distortion Balanced Super-Resolution: A Multi-Objective Optimization Perspective Lingchen Sun Jiejing Liang Shuai Liu Hongwei Yong Lei Zhang 35 6 0 24 Dec 2023
EPNet: An Efficient Pyramid Network for Enhanced Single-Image Super-Resolution with Reduced Computational Requirements Xin Xu Jin-Hui Park Paul Fieguth SupR 21 0 0 20 Dec 2023
ClassLIE: Structure- and Illumination-Adaptive Classification for Low-Light Image Enhancement Zixiang Wei Yiting Wang Lichao Sun Athanasios V. Vasilakos Lin Wang 36 0 0 20 Dec 2023
Learning Exhaustive Correlation for Spectral Super-Resolution: Where Spatial-Spectral Attention Meets Linear Dependence Hongyuan Wang Lizhi Wang Jiang Xu Chang Chen Xue Hu Fenglong Song Youliang Yan 27 0 0 20 Dec 2023
ZS-SRT: An Efficient Zero-Shot Super-Resolution Training Method for Neural Radiance Fields Xiang Feng Yongbo He Yubo Wang Chengkai Wang Zhenzhong Kuang Jiajun Ding Feiwei Qin Jun Yu Jianping Fan 46 6 0 19 Dec 2023
SPIRE: Semantic Prompt-Driven Image Restoration Chenyang Qi Zhengzhong Tu Keren Ye M. Delbracio P. Milanfar Qifeng Chen Hossein Talebi DiffM 36 11 0 18 Dec 2023
Image Restoration Through Generalized Ornstein-Uhlenbeck Bridge Conghan Yue Zhengwei Peng Junlong Ma Shiyan Du Pengxu Wei Dongyu Zhang DiffM 34 13 0 16 Dec 2023
Robustness of Deep Learning for Accelerated MRI: Benefits of Diverse Training Data Kang Lin Reinhard Heckel OOD 35 5 0 16 Dec 2023
Image Demoireing in RAW and sRGB Domains Shuning Xu Binbin Song Xiangyu Chen Xina Liu Jiantao Zhou 28 3 0 14 Dec 2023
Guided Image Restoration via Simultaneous Feature and Image Guided Fusion Xinyi Liu Qian Zhao Jie Liang Huiyu Zeng Deyu Meng Lei Zhang 43 0 0 14 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 47 1 0 13 Dec 2023
DiffuseRAW: End-to-End Generative RAW Image Processing for Low-Light Images Rishit Dagli 30 2 0 13 Dec 2023
Super-Resolution on Rotationally Scanned Photoacoustic Microscopy Images Incorporating Scanning Prior Kai Pan Linyang Li Li Lin Pujin Cheng Junyan Lyu Lei Xi Xiaoying Tang 27 0 0 12 Dec 2023
TULIP: Transformer for Upsampling of LiDAR Point Clouds Bin Yang Patrick Pfreundschuh Roland Siegwart Marco Hutter Peyman Moghadam Vaishakh Patil 3DPC 26 6 0 11 Dec 2023
Precipitation Downscaling with Spatiotemporal Video Diffusion Prakhar Srivastava Ruihan Yang Gavin Kerrigan Gideon Dresdner Jeremy McGibbon Christopher S. Bretherton Stephan Mandt DiffM 53 3 0 11 Dec 2023
Transformer-based Selective Super-Resolution for Efficient Image Refinement Tianyi Zhang Kishore Kasichainula Yaoxin Zhuo Baoxin Li Jae-sun Seo Yu Cao 28 7 0 10 Dec 2023
Iterative Token Evaluation and Refinement for Real-World Super-Resolution Chaofeng Chen Shangchen Zhou Liang Liao Haoning Wu Wenxiu Sun Qiong Yan Weisi Lin 30 6 0 09 Dec 2023
Prompt-In-Prompt Learning for Universal Image Restoration Zilong Li Yiming Lei Chenglong Ma Junping Zhang Hongming Shan VLM 39 25 0 08 Dec 2023
A Layer-Wise Tokens-to-Token Transformer Network for Improved Historical Document Image Enhancement Risab Biswas Swalpa Kumar Roy Umapada Pal ViT 24 1 0 06 Dec 2023
DocBinFormer: A Two-Level Transformer Network for Effective Document Image Binarization Risab Biswas Swalpa Kumar Roy Ning Wang Umapada Pal Guang-Bin Huang ViT 22 1 0 06 Dec 2023
R3D-SWIN:Use Shifted Window Attention for Single-View 3D Reconstruction Chenhuan Li Meihua Xiao Zehuan Li Fangping Chen Shanshan Qiao Dingli Wang Mengxi Gao Siyi Zhang ViT 23 0 0 05 Dec 2023
Equivariant plug-and-play image reconstruction M. Terris Thomas Moreau Nelly Pustelnik Julian Tachella 39 17 0 04 Dec 2023
Contrastive Learning-Based Spectral Knowledge Distillation for Multi-Modality and Missing Modality Scenarios in Semantic Segmentation Aniruddh Sikdar Jayant Teotia Suresh Sundaram 32 2 0 04 Dec 2023
Multi-task Image Restoration Guided By Robust DINO Features Xin Lin Chao Ren Kelvin C. K. Chan Lu Qi Jinshan Pan Ming-Hsuan Yang 41 2 0 04 Dec 2023
DREAM: Diffusion Rectification and Estimation-Adaptive Models Jinxin Zhou Tianyu Ding Tianyi Chen Jiachen Jiang Ilya Zharkov Zhihui Zhu Luming Liang 36 7 0 30 Nov 2023
Meta-Prior: Meta learning for Adaptive Inverse Problem Solvers M. Terris Thomas Moreau 29 0 0 30 Nov 2023
DifAugGAN: A Practical Diffusion-style Data Augmentation for GAN-based Single Image Super-resolution Axi Niu Kang Zhang Joshua Tian Jin Tee T. Pham Jinqiu Sun Chang D. Yoo In So Kweon Yanning Zhang DiffM 46 1 0 30 Nov 2023
Cross-Scope Spatial-Spectral Information Aggregation for Hyperspectral Image Super-Resolution Shi Chen Lefei Zhang Liangpei Zhang 27 14 0 29 Nov 2023
SeeSR: Towards Semantics-Aware Real-World Image Super-Resolution Rongyuan Wu Tao Yang Lingchen Sun Zhengqiang Zhang Shuai Li Lei Zhang DiffM SupR 46 126 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 51 45 0 27 Nov 2023
FLAIR: A Conditional Diffusion Framework with Applications to Face Video Restoration Zihao Zou Jiaming Liu Shirin Shoushtari Yubo Wang Weijie Gan Ulugbek S. Kamilov VGen DiffM 36 2 0 26 Nov 2023
Image Super-Resolution with Text Prompt Diffusion Zheng Chen Yulun Zhang Jinjin Gu Xin Yuan Linghe Kong Guihai Chen Xiaokang Yang DiffM 38 19 0 24 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 86 100 0 23 Nov 2023
Swift Parameter-free Attention Network for Efficient Super-Resolution Cheng Wan Hongyuan Yu Zhiqi Li Yihang Chen Yajun Zou Yuqing Liu Xuanwu Yin Kunlong Zuo 34 19 0 21 Nov 2023
Deep Equilibrium Diffusion Restoration with Parallel Sampling Jingyun Liang Yue Shi Kai Zhang Yulun Zhang Radu Timofte Luc Van Gool DiffM 27 10 0 20 Nov 2023
Efficient Model Agnostic Approach for Implicit Neural Representation Based Arbitrary-Scale Image Super-Resolution Young Jae Oh Jihun Kim Tae Hyun Kim 32 0 0 20 Nov 2023
LATIS: Lambda Abstraction-based Thermal Image Super-resolution Gargi Panda Soumitra Kundu Saumik Bhattacharya Aurobinda Routray 41 0 0 18 Nov 2023
I&S-ViT: An Inclusive & Stable Method for Pushing the Limit of Post-Training ViTs Quantization Mingliang Xu Jiawei Hu Mingbao Lin Yonghong Tian Rongrong Ji MQ 30 10 0 16 Nov 2023
MARformer: An Efficient Metal Artifact Reduction Transformer for Dental CBCT Images Yuxuan Shi Jun Xu Dinggang Shen MedIm 33 0 0 16 Nov 2023
The Perception-Robustness Tradeoff in Deterministic Image Restoration Guy Ohayon T. Michaeli Michael Elad AAML 36 5 0 14 Nov 2023
Dynamic Association Learning of Self-Attention and Convolution in Image Restoration Kui Jiang Xuemei Jia Wenxin Huang Wenbin Wang Zheng Wang Junjun Jiang 22 1 0 09 Nov 2023
OW-SLR: Overlapping Windows on Semi-Local Region for Image Super-Resolution Rishav Bhardwaj J. Balaji Vasudevan Lakshminarayanan SupR 34 0 0 09 Nov 2023
LDM3D-VR: Latent Diffusion Model for 3D VR Gabriela Ben-Melech Stan Diana Wofk Estelle Aflalo Shao-Yen Tseng Z. Cai Michael Paulitsch Vasudev Lal 62 6 0 06 Nov 2023