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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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Ball k-means


May 02, 2020
Shuyin Xia, Daowan Peng, Deyu Meng, Changqing Zhang, Guoyin Wang, Zizhong Chen, Wei Wei


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LT-Net: Label Transfer by Learning Reversible Voxel-wise Correspondence for One-shot Medical Image Segmentation


Mar 20, 2020
Shuxin Wang, Shilei Cao, Dong Wei, Renzhen Wang, Kai Ma, Liansheng Wang, Deyu Meng, Yefeng Zheng

* Accepted to Proc. IEEE Conf. Computer Vision and Pattern Recognition 2020 

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Learning Adaptive Loss for Robust Learning with Noisy Labels


Feb 16, 2020
Jun Shu, Qian Zhao, Keyu Chen, Zongben Xu, Deyu Meng

* 10pages 

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A Survey on Rain Removal from Video and Single Image


Oct 03, 2019
Hong Wang, Yichen Wu, Minghan Li, Qian Zhao, Deyu Meng


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Variational Denoising Network: Toward Blind Noise Modeling and Removal


Sep 23, 2019
Zongsheng Yue, Hongwei Yong, Qian Zhao, Lei Zhang, Deyu Meng

* 11 pages, 4 figures 

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Video Rain/Snow Removal by Transformed Online Multiscale Convolutional Sparse Coding


Sep 13, 2019
Minghan Li, Xiangyong Cao, Qian Zhao, Lei Zhang, Chenqiang Gao, Deyu Meng

* 14 pages, 15 figures 

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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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