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
Learning Non-Local Spatial-Angular Correlation for Light Field Image Super-Resolution Zhengyu Liang Yingqian Wang Longguang Wang Jungang Yang Shilin Zhou Y. Guo 47 38 0 16 Feb 2023
TcGAN: Semantic-Aware and Structure-Preserved GANs with Individual Vision Transformer for Fast Arbitrary One-Shot Image Generation Yunliang Jiang Li Yan Xiongtao Zhang Yong-Jin Liu Da-Song Sun ViT 34 5 0 16 Feb 2023
CDPMSR: Conditional Diffusion Probabilistic Models for Single Image Super-Resolution Axi Niu Kang Zhang T. Pham Jinqiu Sun Yu Zhu In So Kweon Yanning Zhang DiffM 21 21 0 14 Feb 2023
Robust Unsupervised StyleGAN Image Restoration Yohan Poirier-Ginter Jean-François Lalonde 43 18 0 13 Feb 2023
Dual-layer Image Compression via Adaptive Downsampling and Spatially Varying Upconversion Xi Zhang Xiaolin Wu 30 4 0 13 Feb 2023
Towards Geospatial Foundation Models via Continual Pretraining Matías Mendieta Boran Han Xingjian Shi Yi Zhu Chen Chen VLM AI4CE 48 65 0 09 Feb 2023
OSRT: Omnidirectional Image Super-Resolution with Distortion-aware Transformer Fang Yu Xintao Wang Ming Cao Gengyan Li Y. Shan Chao Dong ViT 52 33 0 07 Feb 2023
Revisiting Image Deblurring with an Efficient ConvNet Lingyan Ruan Mojtaba Bemana Hans-peter Seidel K. Myszkowski Bin Chen 44 12 0 04 Feb 2023
ShadowFormer: Global Context Helps Image Shadow Removal Lanqing Guo Siyu Huang Dingshuo Liu Hao Cheng Bihan Wen ViT 59 45 0 03 Feb 2023
A statistically constrained internal method for single image super-resolution Pierrick Chatillon Y. Gousseau S. Lefebvre 19 2 0 03 Feb 2023
Hierarchical Disentangled Representation for Invertible Image Denoising and Beyond Wenchao Du Hu Chen Yan Zhang H. Yang 34 1 0 31 Jan 2023
Towards Vision Transformer Unrolling Fixed-Point Algorithm: a Case Study on Image Restoration Peng Qiao Sidun Liu Tao Sun Ke Yang Y. Dou ViT 36 1 0 29 Jan 2023
Image Restoration with Mean-Reverting Stochastic Differential Equations Ziwei Luo Fredrik K. Gustafsson Zheng Zhao Jens Sjölund Thomas B. Schon DiffM 49 158 0 27 Jan 2023
Exploiting Optical Flow Guidance for Transformer-Based Video Inpainting Kaiwen Zhang Jialun Peng Jingjing Fu Dong Liu ViT 34 8 0 24 Jan 2023
Image Super-Resolution using Efficient Striped Window Transformer Jinpeng Shi Hui Li Tian Yu Liu Yulong Liu Hao Fei Jinchen Zhu Ling Zheng Shizhuang Weng 42 10 0 24 Jan 2023
CSwin2SR: Circular Swin2SR for Compressed Image Super-Resolution Honggui Li M. Trocan Mohamad Sawan Dimitri Galayko 12 4 0 20 Jan 2023
Image Denoising: The Deep Learning Revolution and Beyond -- A Survey Paper -- Michael Elad Bahjat Kawar Gregory Vaksman 33 72 0 09 Jan 2023
DLGSANet: Lightweight Dynamic Local and Global Self-Attention Networks for Image Super-Resolution Xiang Li Jin-shan Pan Jinhui Tang Jiangxin Dong 42 31 0 05 Jan 2023
Task-specific Scene Structure Representations Ji Shin Seunghyun Shin Hae-Gon Jeon 26 7 0 02 Jan 2023
Efficient Image Super-Resolution with Feature Interaction Weighted Hybrid Network Wenjie Li Juncheng Li Guangwei Gao Weihong Deng Jian Yang Guo-Jun Qi Chia-Wen Lin SupR 32 8 0 29 Dec 2022
Large-scale single-photon imaging Liheng Bian Haoze Song Lintao Peng Xuyang Chang Xi Yang R. Horstmeyer Lin Ye Tong Qin Dezhi Zheng Jun Zhang 20 2 0 28 Dec 2022
DCS-RISR: Dynamic Channel Splitting for Efficient Real-world Image Super-Resolution Junbo Qiao Shaohui Lin Yunlu Zhang Wei Li Hu Jie Gaoqi He Changbo Wang Zhuang Ma 32 2 0 15 Dec 2022
DifFace: Blind Face Restoration with Diffused Error Contraction Zongsheng Yue Chen Change Loy DiffM 37 71 0 13 Dec 2022
4K-NeRF: High Fidelity Neural Radiance Fields at Ultra High Resolutions Zhongshu Wang Lingzhi Li Zhen Shen Li Shen Liefeng Bo 22 31 0 09 Dec 2022
Neural Volume Super-Resolution Yuval Bahat Yuxuan Zhang Hendrik Sommerhoff A. Kolb Felix Heide SupR 37 6 0 09 Dec 2022
CiaoSR: Continuous Implicit Attention-in-Attention Network for Arbitrary-Scale Image Super-Resolution Jingyun Liang Qin Wang Yongqin Xian Yawei Li Bingbing Ni Zhi-peng Pi Peng Sun Yulun Zhang Radu Timofte Luc Van Gool SupR 37 50 0 08 Dec 2022
Relationship Quantification of Image Degradations Wenxin Wang Boyun Li Yuanbiao Gou Peng Hu Wangmeng Zuo Xiaocui Peng 32 5 0 08 Dec 2022
FSID: Fully Synthetic Image Denoising via Procedural Scene Generation Gyeongmin Choe Beibei Du Seonghyeon Nam Xiaoyu Xiang Bo Zhu Rakesh Ranjan DiffM 24 0 0 07 Dec 2022
AbHE: All Attention-based Homography Estimation Mingxiao Huo Zhihao Zhang Xinyang Ren Xianqiang Yang 34 6 0 06 Dec 2022
Global Learnable Attention for Single Image Super-Resolution Jianmei Su Min Gan Ieee Guang-Yong Chen Senior Member Jiajun Yin F. I. C. L. Philip Chen 35 35 0 02 Dec 2022
Zero-Shot Image Restoration Using Denoising Diffusion Null-Space Model Yinhuai Wang Jiwen Yu Jian Zhang DiffM 42 427 0 01 Dec 2022
From Coarse to Fine: Hierarchical Pixel Integration for Lightweight Image Super-Resolution Jie Liu Chaoqian Chen Jie Tang Gangshan Wu SupR 25 12 0 30 Nov 2022
Asymmetric Cross-Scale Alignment for Text-Based Person Search Zhong Ji Junhua Hu Deyin Liu Yuan Wu Ye Zhao 36 43 0 26 Nov 2022
CDDFuse: Correlation-Driven Dual-Branch Feature Decomposition for Multi-Modality Image Fusion Zixiang Zhao Hao Bai Jiangshe Zhang Yulun Zhang Shuang Xu Zudi Lin Radu Timofte Luc Van Gool 40 311 0 26 Nov 2022
Perception-Oriented Single Image Super-Resolution using Optimal Objective Estimation Seungcheol Park Young-Su Moon N. Cho 17 33 0 24 Nov 2022
Cross Aggregation Transformer for Image Restoration Zheng Chen Yulun Zhang Jinjin Gu Yongbing Zhang Lingyu Kong X. Yuan ViT 33 142 0 24 Nov 2022
GAN Prior based Null-Space Learning for Consistent Super-Resolution Yinhuai Wang Yu Fei Hu Jiwen Yu Jian Zhang SupR 24 40 0 24 Nov 2022
Spatial Mixture-of-Experts Nikoli Dryden Torsten Hoefler MoE 41 9 0 24 Nov 2022
Efficient Frequency Domain-based Transformers for High-Quality Image Deblurring Lingshun Kong Jiangxin Dong Mingqiang Li J. Ge Jin-shan Pan ViT 38 144 0 22 Nov 2022
Adaptive Dynamic Filtering Network for Image Denoising Hao Shen Zhongliu Zhao Wandi Zhang 31 42 0 22 Nov 2022
High-Perceptual Quality JPEG Decoding via Posterior Sampling Sean Man Guy Ohayon Theo Adrai Michael Elad DiffM 31 6 0 21 Nov 2022
N-Gram in Swin Transformers for Efficient Lightweight Image Super-Resolution Haram Choi Jeong-Sik Lee Jihoon Yang ViT 29 75 0 21 Nov 2022
Blur Interpolation Transformer for Real-World Motion from Blur Zhihang Zhong Ming Cao Xiang Ji Yinqiang Zheng Imari Sato ViT 41 25 0 21 Nov 2022
H-VFI: Hierarchical Frame Interpolation for Videos with Large Motions Changlin Li Guangyang Wu Yanan Sun Xin Tao Chi-Keung Tang Yu-Wing Tai 35 5 0 21 Nov 2022
Hybrid Transformer Based Feature Fusion for Self-Supervised Monocular Depth Estimation S. Tomar Maitreya Suin A. N. Rajagopalan ViT MDE 29 4 0 20 Nov 2022
Rethinking the Paradigm of Content Constraints in Unpaired Image-to-Image Translation Xiuding Cai Yaoyao Zhu Dong Miao Linjie Fu Yu Yao 3DV VLM 32 3 0 20 Nov 2022
Peeling the Onion: Hierarchical Reduction of Data Redundancy for Efficient Vision Transformer Training Zhenglun Kong Haoyu Ma Geng Yuan Mengshu Sun Yanyue Xie ... Tianlong Chen Xiaolong Ma Xiaohui Xie Zhangyang Wang Yanzhi Wang ViT 39 22 0 19 Nov 2022
Downscaled Representation Matters: Improving Image Rescaling with Collaborative Downscaled Images Bing Xu Yong Guo Luo Jiang Mianjie Yu Jian Chen 39 13 0 19 Nov 2022
Stereo Image Rain Removal via Dual-View Mutual Attention Yanyan Wei Zhao Zhang Zhong-zhong Zhao Yang Zhao Richang Hong Yi Yang 26 3 0 18 Nov 2022
Patch-Craft Self-Supervised Training for Correlated Image Denoising Gregory Vaksman Michael Elad 51 6 0 17 Nov 2022