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
UniFormerV2: Spatiotemporal Learning by Arming Image ViTs with Video UniFormer Kunchang Li Yali Wang Yinan He Yizhuo Li Yi Wang Limin Wang Yu Qiao ViT 30 107 0 17 Nov 2022
RDRN: Recursively Defined Residual Network for Image Super-Resolution Alexander Panaetov Karim Elhadji Daou Igor Samenko Evgeny Tetin Ilya A Ivanov SupR 21 3 0 17 Nov 2022
Super-resolution Reconstruction of Single Image for Latent features Xin Wang Jingkai Yan Jingyong Cai Jiankang Deng Qin Qin Yao Cheng DiffM 37 9 0 16 Nov 2022
StyleNAT: Giving Each Head a New Perspective Steven Walton Ali Hassani Xingqian Xu Zhangyang Wang Humphrey Shi ViT 31 23 0 10 Nov 2022
The Best of Both Worlds: a Framework for Combining Degradation Prediction with High Performance Super-Resolution Networks Matthew Aquilina Keith George Ciantar Christian Galea K. Camilleri R. Farrugia J. Abela 28 0 0 09 Nov 2022
Exploring Video Quality Assessment on User Generated Contents from Aesthetic and Technical Perspectives Haoning Wu Erli Zhang Liang Liao Chaofeng Chen Jingwen Hou Annan Wang Wenxiu Sun Qiong Yan Weisi Lin 36 146 0 09 Nov 2022
Temporal Consistency Learning of inter-frames for Video Super-Resolution Meiqin Liu Shuo Jin Chao Yao Chunyu Lin Yao Zhao SupR 60 26 0 03 Nov 2022
Improving Lipschitz-Constrained Neural Networks by Learning Activation Functions Stanislas Ducotterd Alexis Goujon Pakshal Bohra Dimitris Perdios Sebastian Neumayer M. Unser 40 12 0 28 Oct 2022
Deep network series for large-scale high-dynamic range imaging Amir Aghabiglou M. Terris A. Jackson Yves Wiaux AI4TS 26 4 0 28 Oct 2022
Vetaverse: A Survey on the Intersection of Metaverse, Vehicles, and Transportation Systems Pengyuan Zhou Jinjing Zhu Yiting Wang Yunfan Lu Zixiang Wei ... A. Alhilal Lik-Hang Lee Tristan Braud Pan Hui Lin Wang 27 13 0 27 Oct 2022
Instance-Aware Image Completion Ji-Ho Cho Minguk Kang Vibhav Vineet Jaesik Park ISeg VLM 28 2 0 22 Oct 2022
Learning Attention Propagation for Compositional Zero-Shot Learning Muhammad Gul Zain Ali Khan Muhammad Ferjad Naeem Luc Van Gool A. Pagani D. Stricker Muhammad Zeshan Afzal CoGe 29 23 0 20 Oct 2022
Single Image Super-Resolution Using Lightweight Networks Based on Swin Transformer Bolong Zhang Juan Chen Q. Wen ViT 41 1 0 20 Oct 2022
Cluster and Aggregate: Face Recognition with Large Probe Set Minchul Kim Feng Liu Anil Jain Xiaoming Liu CVBM 33 18 0 19 Oct 2022
ITSRN++: Stronger and Better Implicit Transformer Network for Continuous Screen Content Image Super-Resolution Sheng Shen Huanjing Yue Jingyu Yang Kun Li SupR 25 3 0 17 Oct 2022
Wide Range MRI Artifact Removal with Transformers Lennart Alexander Van der Goten Kevin Smith MedIm 22 5 0 14 Oct 2022
Towards Transformer-based Homogenization of Satellite Imagery for Landsat-8 and Sentinel-2 V. Sambandham Konstantin Kirchheim S. Mukhopadhaya F. Ortmeier ViT 37 0 0 14 Oct 2022
How to Train Vision Transformer on Small-scale Datasets? Hanan Gani Muzammal Naseer Mohammad Yaqub ViT 20 51 0 13 Oct 2022
CUF: Continuous Upsampling Filters C. N. Vasconcelos Cengiz Öztireli Mark J. Matthews Milad Hashemi Kevin Swersky Andrea Tagliasacchi SupR 38 7 0 13 Oct 2022
Efficient Image Super-Resolution using Vast-Receptive-Field Attention Ling Zhou Haoming Cai Jinjin Gu Zheyu Li Yingqi Liu Xiangyu Chen Yu Qiao Chao Dong SupR 28 57 0 12 Oct 2022
Masked Autoencoders for Low dose CT denoising Dayang Wang Yongshun Xu Shuo Han Hengyong Yu MedIm 24 12 0 10 Oct 2022
Flexible Alignment Super-Resolution Network for Multi-Contrast MRI Yiming Liu Mengxi Zhang Weiqin Zhang Bo Jiang Bo Hou Dan Liu Jie Chen Heqing Lian MedIm 35 1 0 07 Oct 2022
A Simple Plugin for Transforming Images to Arbitrary Scales Qinye Zhou Zi-Hua Li Weidi Xie Xiaoyun Zhang Ya Zhang Yanfeng Wang ViT 22 1 0 07 Oct 2022
Preprocessors Matter! Realistic Decision-Based Attacks on Machine Learning Systems Chawin Sitawarin Florian Tramèr Nicholas Carlini AAML 80 8 0 07 Oct 2022
Collecting The Puzzle Pieces: Disentangled Self-Driven Human Pose Transfer by Permuting Textures Nannan Li Kevin J. Shih Bryan A. Plummer 31 7 0 04 Oct 2022
Accurate Image Restoration with Attention Retractable Transformer Jiale Zhang Yulun Zhang Jinjin Gu Yongbing Zhang Lingyu Kong X. Yuan ViT 36 97 0 04 Oct 2022
Dual-former: Hybrid Self-attention Transformer for Efficient Image Restoration Sixiang Chen Tian-Chun Ye Yun-Peng Liu Erkang Chen ViT 34 15 0 03 Oct 2022
Expediting Large-Scale Vision Transformer for Dense Prediction without Fine-tuning Weicong Liang Yuhui Yuan Henghui Ding Xiao Luo Weihong Lin Ding Jia Zheng-Wei Zhang Chao Zhang Hanhua Hu 45 26 0 03 Oct 2022
Seeing Through the Noisy Dark: Towards Real-world Low-Light Image Enhancement and Denoising Jiahuan Ren Zhao Zhang Richang Hong Mingliang Xu Yi Yang Shuicheng Yan 33 1 0 02 Oct 2022
Dilated Neighborhood Attention Transformer Ali Hassani Humphrey Shi ViT MedIm 33 68 0 29 Sep 2022
Multi-scale Attention Network for Single Image Super-Resolution Yan Wang Yusen Li Gang Wang Xiaoguang Liu SupR 39 39 0 28 Sep 2022
Rethinking Blur Synthesis for Deep Real-World Image Deblurring Hao Wei Chenyang Ge Xin Qiao Pengchao Deng 25 0 0 28 Sep 2022
Scaling Laws For Deep Learning Based Image Reconstruction Tobit Klug Reinhard Heckel 70 12 0 27 Sep 2022
Hitchhiker's Guide to Super-Resolution: Introduction and Recent Advances Brian B. Moser Federico Raue Stanislav Frolov Jörn Hees Sebastián M. Palacio Andreas Dengel 61 34 0 27 Sep 2022
Multi-stage image denoising with the wavelet transform Chunwei Tian Menghua Zheng W. Zuo Bob Zhang Yanning Zhang David C. Zhang 27 230 0 26 Sep 2022
Swin2SR: SwinV2 Transformer for Compressed Image Super-Resolution and Restoration Marcos V. Conde Ui-Jin Choi Maxime Burchi Radu Timofte ViT 62 136 0 22 Sep 2022
Gemino: Practical and Robust Neural Compression for Video Conferencing Vibhaalakshmi Sivaraman Pantea Karimi Vedantha Venkatapathy Mehrdad Khani Shirkoohi Sadjad Fouladi M. Alizadeh F. Durand Vivienne Sze 3DH 49 18 0 21 Sep 2022
KXNet: A Model-Driven Deep Neural Network for Blind Super-Resolution J. Fu Hong Wang Qi Xie Qian Zhao Deyu Meng Zongben Xu SupR 168 26 0 21 Sep 2022
HAZE-Net: High-Frequency Attentive Super-Resolved Gaze Estimation in Low-Resolution Face Images June Yun Youngju Na Heewon Kim Hyungil Kim S. Yoo CVBM 45 12 0 21 Sep 2022
DPFNet: A Dual-branch Dilated Network with Phase-aware Fourier Convolution for Low-light Image Enhancement Yunliang Zhuang Zhuoran Zheng Chengzhi Lyu 33 7 0 16 Sep 2022
MIPI 2022 Challenge on Under-Display Camera Image Restoration: Methods and Results Ruicheng Feng Chongyi Li Shangchen Zhou W. Sun Qingpeng Zhu Jun Jiang Qingyu Yang Chen Change Loy Liang Feng 42 20 0 15 Sep 2022
3DFaceShop: Explicitly Controllable 3D-Aware Portrait Generation Junshu Tang Bo Zhang Binxin Yang Ting Zhang Dong Chen Lizhuang Ma Fang Wen 3DH 43 18 0 12 Sep 2022
OAIR: Object-Aware Image Retargeting Using PSO and Aesthetic Quality Assessment Mohammadreza Naderi Mohammad H. Givkashi N. Karimi S. Shirani S. Samavi 32 1 0 11 Sep 2022
Generative Adversarial Super-Resolution at the Edge with Knowledge Distillation Simone Angarano Francesco Salvetti Mauro Martini Marcello Chiaberge GAN 51 21 0 07 Sep 2022
Uformer-ICS: A U-Shaped Transformer for Image Compressive Sensing Service Kuiyuan Zhang Zhongyun Hua Yuanman Li Yushu Zhang Yicong Zhou 20 4 0 05 Sep 2022
Spatial-Temporal Transformer for Video Snapshot Compressive Imaging Lishun Wang Miao Cao Yong Zhong Xin Yuan 27 47 0 04 Sep 2022
ELMformer: Efficient Raw Image Restoration with a Locally Multiplicative Transformer Jiaqi Ma Shengyuan Yan Lefei Zhang Guoli Wang Qian Zhang 49 8 0 31 Aug 2022
Multi-Outputs Is All You Need For Deblur Sidun Liu Peng Qiao Yong Dou 14 2 0 27 Aug 2022
DSR: Towards Drone Image Super-Resolution Xiaoyu Lin Baran Ozaydin Vidit Vidit Majed El Helou Sabine Süsstrunk SupR 36 1 0 25 Aug 2022
Learning Task-Oriented Flows to Mutually Guide Feature Alignment in Synthesized and Real Video Denoising Jingyun Liang Qin Wang Christos Sakaridis Yulun Zhang Peng Sun Radu Timofte Luc Van Gool 21 7 0 25 Aug 2022