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Fourier Series Expansion Based Filter Parametrization for Equivariant Convolutions


Jul 30, 2021
Qi Xie, Qian Zhao, Zongben Xu, Deyu Meng

* 27 pages, 19 figures 

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RCDNet: An Interpretable Rain Convolutional Dictionary Network for Single Image Deraining


Jul 14, 2021
Hong Wang, Qi Xie, Qian Zhao, Yong Liang, Deyu Meng


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From Rain Removal to Rain Generation


Aug 08, 2020
Hong Wang, Zongsheng Yue, Qi Xie, Qian Zhao, Deyu Meng


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Learning to Purify Noisy Labels via Meta Soft Label Corrector


Aug 03, 2020
Yichen Wu, Jun Shu, Qi Xie, Qian Zhao, Deyu Meng

* 12 pages,6 figures 

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Structural Residual Learning for Single Image Rain Removal


May 19, 2020
Hong Wang, Yichen Wu, Qi Xie, Qian Zhao, Yong Liang, Deyu Meng


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A Model-driven Deep Neural Network for Single Image Rain Removal


May 04, 2020
Hong Wang, Qi Xie, Qian Zhao, Deyu Meng


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Push the Student to Learn Right: Progressive Gradient Correcting by Meta-learner on Corrupted Labels


Feb 22, 2019
Jun Shu, Qi Xie, Lixuan Yi, Qian Zhao, Sanping Zhou, Zongben Xu, Deyu Meng

* 10 pages, 4 figures, 2 tables 

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Tug the Student to Learn Right: Progressive Gradient Correcting by Meta-learner on Corrupted Labels


Feb 20, 2019
Jun Shu, Qi Xie, Lixuan Yi, Qian Zhao, Sanping Zhou, Zongben Xu, Deyu Meng

* 10 pages, 4 figures, 2 tables 

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Multispectral and Hyperspectral Image Fusion by MS/HS Fusion Net


Jan 10, 2019
Qi Xie, Minghao Zhou, Qian Zhao, Deyu Meng, Wangmeng Zuo, Zongben Xu

* 10 pages, 7 figures 

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Enhanced 3DTV Regularization and Its Applications on Hyper-spectral Image Denoising and Compressed Sensing


Sep 18, 2018
Jiangjun Peng, Qi Xie, Qian Zhao, Yao Wang, Deyu Meng, Yee Leung

* 25 pages, 27 figures, 3 tables, machine learning, regularization 

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Unsupervised/Semi-supervised Deep Learning for Low-dose CT Enhancement


Aug 08, 2018
Mingrui Geng, Yun Deng, Qian Zhao, Qi Xie, Dong Zeng, Dong Zeng, Wangmeng Zuo, Deyu Meng


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On the Optimal Solution of Weighted Nuclear Norm Minimization


May 23, 2014
Qi Xie, Deyu Meng, Shuhang Gu, Lei Zhang, Wangmeng Zuo, Xiangchu Feng, Zongben Xu

* 5 pages 

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