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CiaoSR: Continuous Implicit Attention-in-Attention Network for Arbitrary-Scale Image Super-Resolution


Dec 08, 2022
Jiezhang Cao, Qin Wang, Yongqin Xian, Yawei Li, Bingbing Ni, Zhiming Pi, Kai Zhang, Yulun Zhang, Radu Timofte, Luc Van Gool

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Knowledge Distillation based Degradation Estimation for Blind Super-Resolution


Nov 30, 2022
Bin Xia, Yulun Zhang, Yitong Wang, Yapeng Tian, Wenming Yang, Radu Timofte, Luc Van Gool

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CDDFuse: Correlation-Driven Dual-Branch Feature Decomposition for Multi-Modality Image Fusion


Nov 26, 2022
Zixiang Zhao, Haowen Bai, Jiangshe Zhang, Yulun Zhang, Shuang Xu, Zudi Lin, Radu Timofte, Luc Van Gool

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Spatial-Spectral Transformer for Hyperspectral Image Denoising


Nov 25, 2022
Miaoyu Li, Ying Fu, Yulun Zhang

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Cross Aggregation Transformer for Image Restoration


Nov 24, 2022
Chen Zheng, Yulun Zhang, Jinjin Gu, Yongbing Zhang, Linghe Kong, Xin Yuan

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* Accepted to NeurIPS 2022. Code is available at https://github.com/zhengchen1999/CAT 

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Super-Resolution by Predicting Offsets: An Ultra-Efficient Super-Resolution Network for Rasterized Images


Oct 09, 2022
Jinjin Gu, Haoming Cai, Chenyu Dong, Ruofan Zhang, Yulun Zhang, Wenming Yang, Chun Yuan

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* This article has been accepted by ECCV2022 

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Accurate Image Restoration with Attention Retractable Transformer


Oct 04, 2022
Jiale Zhang, Yulun Zhang, Jinjin Gu, Yongbing Zhang, Linghe Kong, Xin Yuan

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* Code and models are available at https://github.com/gladzhang/ART 

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Basic Binary Convolution Unit for Binarized Image Restoration Network


Oct 02, 2022
Bin Xia, Yulun Zhang, Yitong Wang, Yapeng Tian, Wenming Yang, Radu Timofte, Luc Van Gool

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S^2-Transformer for Mask-Aware Hyperspectral Image Reconstruction


Sep 24, 2022
Jiamian Wang, Kunpeng Li, Yulun Zhang, Xin Yuan, Zhiqiang Tao

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* 9 pages, 9 figures, 5 tables 

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Practical Real Video Denoising with Realistic Degradation Model


Aug 25, 2022
Jiezhang Cao, Qin Wang, Jingyun Liang, Yulun Zhang, Kai Zhang, Luc Van Gool

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