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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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Cross-Attention in Coupled Unmixing Nets for Unsupervised Hyperspectral Super-Resolution


Jul 15, 2020
Jing Yao, Danfeng Hong, Jocelyn Chanussot, Deyu Meng, Xiaoxiang Zhu, Zongben Xu


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Dual Adversarial Network: Toward Real-world Noise Removal and Noise Generation


Jul 12, 2020
Zongsheng Yue, Qian Zhao, Lei Zhang, Deyu Meng

* Accepted by ECCV 2020 

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Meta Transition Adaptation for Robust Deep Learning with Noisy Labels


Jun 12, 2020
Jun Shu, Qian Zhao, Zongben Xu, Deyu Meng

* 14 pages 

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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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