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KXNet: A Model-Driven Deep Neural Network for Blind Super-Resolution


Sep 22, 2022
Jiahong Fu, Hong Wang, Qi Xie, Qian Zhao, Deyu Meng, Zongben Xu

* Accepted by ECCV2022 

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Learning to Adapt Classifier for Imbalanced Semi-supervised Learning


Jul 28, 2022
Renzhen Wang, Xixi Jia, Quanziang Wang, Deyu Meng


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Adaptive Convolutional Dictionary Network for CT Metal Artifact Reduction


May 16, 2022
Hong Wang, Yuexiang Li, Deyu Meng, Yefeng Zheng

* the 31st International Joint Conference on Artificial Intelligence 2022 
* https://github.com/hongwang01/ACDNet 

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Decoupled-and-Coupled Networks: Self-Supervised Hyperspectral Image Super-Resolution with Subpixel Fusion


May 07, 2022
Danfeng Hong, Jing Yao, Deyu Meng, Naoto Yokoya, Jocelyn Chanussot


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Two-Stream Graph Convolutional Network for Intra-oral Scanner Image Segmentation


Apr 19, 2022
Yue Zhao, Lingming Zhang, Yang Liu, Deyu Meng, Zhiming Cui, Chenqiang Gao, Xinbo Gao, Chunfeng Lian, Dinggang Shen

* IEEE Transactions on Medical Images, 41(4): 826-835, 2022 
* 11 pages, 6 figures. arXiv admin note: text overlap with arXiv:2012.13697 

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CMW-Net: Learning a Class-Aware Sample Weighting Mapping for Robust Deep Learning


Feb 22, 2022
Jun Shu, Xiang Yuan, Deyu Meng, Zongben Xu

* 16 pages main paper 

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Diagnosing Batch Normalization in Class Incremental Learning


Feb 16, 2022
Minghao Zhou, Quanziang Wang, Jun Shu, Qian Zhao, Deyu Meng


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Low-light Image Enhancement by Retinex Based Algorithm Unrolling and Adjustment


Feb 15, 2022
Xinyi Liu, Qi Xie, Qian Zhao, Hong Wang, Deyu Meng


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Exact Decomposition of Joint Low Rankness and Local Smoothness Plus Sparse Matrices


Jan 29, 2022
Jiangjun Peng, Yao Wang, Hongying Zhang, Jianjun Wang, Deyu Meng

* 14 pages, 14 figures, 3 tables 

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