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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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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Progressive Image Deraining Networks: A Better and Simpler Baseline

Jan 26, 2019
Dongwei Ren, Wangmeng Zuo, Qinghua Hu, Pengfei Zhu, Deyu Meng

* The codes, pre-trained models and results are available at https://github.com/csdwren/PReNet 

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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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Model Inconsistent but Correlated Noise: Multi-view Subspace Learning with Regularized Mixture of Gaussians

Nov 07, 2018
Hongwei Yong, Deyu Meng, Jinxing Li, Wangmeng Zuo, Lei Zhang

* 8 pages, 6 figures 

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Few-Example Object Detection with Model Communication

Oct 30, 2018
Xuanyi Dong, Liang Zheng, Fan Ma, Yi Yang, Deyu Meng

* Accepted to IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI) 2018 

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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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Discovering Influential Factors in Variational Autoencoder

Sep 06, 2018
Shiqi Liu, Jingxin Liu, Qian Zhao, Xiangyong Cao, Huibin Li, Hongying Meng, Sheng Liu, Deyu Meng

* 15 pages, 8 figures 

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Small Sample Learning in Big Data Era

Aug 22, 2018
Jun Shu, Zongben Xu, Deyu Meng

* 76 pages, 15 figures, survey of small sample learning 

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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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Semi-supervised CNN for Single Image Rain Removal

Jul 29, 2018
Wei Wei, Deyu Meng, Qian Zhao, Zongben Xu

* 16 pages 

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Simplex Representation for Subspace Clustering

Jul 26, 2018
Jun Xu, Deyu Meng, Lei Zhang

* 13 pages, 8 figures, 7 tables, submitted to a journal for potential publication 

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Discriminative Feature Learning with Foreground Attention for Person Re-Identification

Jul 04, 2018
Sanping Zhou, Jinjun Wang, Deyu Meng, Yudong Liang, Yihong Gong, Nanning Zheng


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Understanding Self-Paced Learning under Concave Conjugacy Theory

May 21, 2018
Shiqi Liu, Zilu Ma, Deyu Meng


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PM-GANs: Discriminative Representation Learning for Action Recognition Using Partial-modalities

Apr 17, 2018
Lan Wang, Chenqiang Gao, Luyu Yang, Yue Zhao, Wangmeng Zuo, Deyu Meng


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DecideNet: Counting Varying Density Crowds Through Attention Guided Detection and Density Estimation

Mar 07, 2018
Jiang Liu, Chenqiang Gao, Deyu Meng, Alexander G. Hauptmann

* CVPR 2018 

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Hyperspectral Image Classification with Markov Random Fields and a Convolutional Neural Network

Nov 12, 2017
Xiangyong Cao, Feng Zhou, Lin Xu, Deyu Meng, Zongben Xu, John Paisley


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Deep Self-Paced Learning for Person Re-Identification

Oct 07, 2017
Sanping Zhou, Jinjun Wang, Deyu Meng, Xiaomeng Xin, Yubing Li, Yihong Gong, Nanning Zheng

* Accepted by Pattern Recognition 

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