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An Efficient and Accurate Rough Set for Feature Selection, Classification and Knowledge Representation


Jan 12, 2022
Shuyin Xia, Xinyu Bai, Guoyin Wang, Deyu Meng, Xinbo Gao, Zizhong Chen, Elisabeth Giem


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Revisiting Experience Replay: Continual Learning by Adaptively Tuning Task-wise Relationship


Jan 06, 2022
Quanziang Wang, Yuexiang Li, Dong Wei, Renzhen Wang, Kai Ma, Yefeng Zheng, Deyu Meng


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InDuDoNet+: A Model-Driven Interpretable Dual Domain Network for Metal Artifact Reduction in CT Images


Dec 23, 2021
Hong Wang, Yuexiang Li, Haimiao Zhang, Deyu Meng, Yefeng Zheng


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Label Hierarchy Transition: Modeling Class Hierarchies to Enhance Deep Classifiers


Dec 04, 2021
Renzhen Wang, De cai, Kaiwen Xiao, Xixi Jia, Xiao Han, Deyu Meng


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Infrared Small-Dim Target Detection with Transformer under Complex Backgrounds


Sep 29, 2021
Fangcen Liu, Chenqiang Gao, Fang Chen, Deyu Meng, Wangmeng Zuo, Xinbo Gao


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InDuDoNet: An Interpretable Dual Domain Network for CT Metal Artifact Reduction


Sep 11, 2021
Hong Wang, Yuexiang Li, Haimiao Zhang, Jiawei Chen, Kai Ma, Deyu Meng, Yefeng Zheng

* International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI) 2021 

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Unsupervised Local Discrimination for Medical Images


Aug 21, 2021
Huai Chen, Renzhen Wang, Jieyu Li, Qing Peng, Deyu Meng, Lisheng Wang

* 16 pages, 9 figures 

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Infrared Small Target Detection Using Multi-patch Attention Network


Aug 13, 2021
Fang Chen, Chenqiang Gao, Fangcen Liu, Yue Zhao, Yuxi Zhou, Deyu Meng, Wangmeng Zuo

* 11 pages, 7 figures 

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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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Learning an Explicit Hyperparameter Prediction Policy Conditioned on Tasks


Jul 06, 2021
Jun Shu, Deyu Meng, Zongben Xu

* 59 pages. arXiv admin note: text overlap with arXiv:1904.03758 by other authors 

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Unsupervised Single Image Super-resolution Under Complex Noise


Jul 02, 2021
Zongsheng Yue, Qian Zhao, Jianwen Xie, Lei Zhang, Deyu Meng


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Residual Moment Loss for Medical Image Segmentation


Jun 27, 2021
Quanziang Wang, Renzhen Wang, Yuexiang Li, Kai Ma, Yefeng Zheng, Deyu Meng


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Instance-based Vision Transformer for Subtyping of Papillary Renal Cell Carcinoma in Histopathological Image


Jun 23, 2021
Zeyu Gao, Bangyang Hong, Xianli Zhang, Yang Li, Chang Jia, Jialun Wu, Chunbao Wang, Deyu Meng, Chen Li

* Accepted by MICCAI 2021 

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Nuclei Grading of Clear Cell Renal Cell Carcinoma in Histopathological Image by Composite High-Resolution Network


Jun 20, 2021
Zeyu Gao, Jiangbo Shi, Xianli Zhang, Yang Li, Haichuan Zhang, Jialun Wu, Chunbao Wang, Deyu Meng, Chen Li

* Accepted by MICCAI 2021 

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A Deep Variational Bayesian Framework for Blind Image Deblurring


Jun 05, 2021
Hui Wang, Zongsheng Yue, Qian Zhao, Deyu Meng


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EPSANet: An Efficient Pyramid Split Attention Block on Convolutional Neural Network


May 30, 2021
Hu Zhang, Keke Zu, Jian Lu, Yuru Zou, Deyu Meng


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Semi-Supervised Video Deraining with Dynamical Rain Generator


Mar 30, 2021
Zongsheng Yue, Jianwen Xie, Qian Zhao, Deyu Meng

* Accepted by CVPR 2021 

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Semi-Supervised Video Deraining with Dynamic Rain Generator


Mar 14, 2021
Zongsheng Yue, Jianwen Xie, Qian Zhao, Deyu Meng

* Accepted by CVPR 2021 

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Investigating Bi-Level Optimization for Learning and Vision from a Unified Perspective: A Survey and Beyond


Jan 27, 2021
Risheng Liu, Jiaxin Gao, Jin Zhang, Deyu Meng, Zhouchen Lin

* 20 pages 

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TSGCNet: Discriminative Geometric Feature Learning with Two-Stream GraphConvolutional Network for 3D Dental Model Segmentation


Dec 26, 2020
Lingming Zhang, Yue Zhao, Deyu Meng, Zhiming Cui, Chenqiang Gao, Xinbo Gao, Chunfeng Lian, Dinggang Shen

* 10 pages, 7 figures 

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Unsupervised Learning of Local Discriminative Representation for Medical Images


Dec 17, 2020
Huai Chen, Jieyu Li, Renzhen Wang, Yijie Huang, Fanrui Meng, Deyu Meng, Qing Peng, Lisheng Wang

* 13 pages, 4 figures 

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Select-ProtoNet: Learning to Select for Few-Shot Disease Subtype Prediction


Sep 03, 2020
Ziyi Yang, Jun Shu, Yong Liang, Deyu Meng, Zongben Xu

* 11 pages 

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Variational Image Restoration Network


Aug 25, 2020
Zongsheng Yue, Hongwei Yong, Qian Zhao, Lei Zhang, 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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Meta Feature Modulator for Long-tailed Recognition


Aug 08, 2020
Renzhen Wang, Kaiqin Hu, Yanwen Zhu, Jun Shu, 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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Meta-LR-Schedule-Net: Learned LR Schedules that Scale and Generalize


Jul 31, 2020
Jun Shu, Yanwen Zhu, Qian Zhao, Deyu Meng, Zongben Xu

* 21 pages 

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