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Improving Auto-Augment via Augmentation-Wise Weight Sharing

Oct 22, 2020
Keyu Tian, Chen Lin, Ming Sun, Luping Zhou, Junjie Yan, Wanli Ouyang

* Accepted to NeurIPS 2020 (Poster) 

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ASMFS: Adaptive-Similarity-based Multi-modality Feature Selection for Classification of Alzheimer's Disease

Oct 16, 2020
Yuang Shi, Chen Zu, Mei Hong, Luping Zhou, Lei Wang, Xi Wu, Jiliu Zhou, Daoqiang Zhang, Yan Wang

* 27 pages, 10 figures 

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BriNet: Towards Bridging the Intra-class and Inter-class Gaps in One-Shot Segmentation

Aug 14, 2020
Xianghui Yang, Bairun Wang, Kaige Chen, Xinchi Zhou, Shuai Yi, Wanli Ouyang, Luping Zhou

* 14 pages, 6 figures, BMVC2020(Oral) 

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DSU-net: Dense SegU-net for automatic head-and-neck tumor segmentation in MR images

Jun 12, 2020
Pin Tang, Chen Zu, Mei Hong, Rui Yan, Xingchen Peng, Jianghong Xiao, Xi Wu, Jiliu Zhou, Luping Zhou, Yan Wang

* This research needs to be advanced in the future 

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Class Distribution Alignment for Adversarial Domain Adaptation

Apr 20, 2020
Wanqi Yang, Tong Ling, Chengmei Yang, Lei Wang, Yinghuan Shi, Luping Zhou, Ming Yang


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Epileptic Seizure Classification with Symmetric and Hybrid Bilinear Models

Jan 15, 2020
Tennison Liu, Nhan Duy Truong, Armin Nikpour, Luping Zhou, Omid Kavehei

* 9 pages, 4 figures, 3 tables 

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Deep Learning based HEp-2 Image Classification: A Comprehensive Review

Nov 20, 2019
Saimunur Rahman, Lei Wang, Changming Sun, Luping Zhou

* 32 pages, 14 figures 

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Improving Action Localization by Progressive Cross-stream Cooperation

May 28, 2019
Rui Su, Wanli Ouyang, Luping Zhou, Dong Xu

* CVPR2019 

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A Novel Unsupervised Camera-aware Domain Adaptation Framework for Person Re-identification

Apr 06, 2019
Lei Qi, Lei Wang, Jing Huo, Luping Zhou, Yinghuan Shi, Yang Gao


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Interactive Medical Image Segmentation via Point-Based Interaction and Sequential Patch Learning

May 09, 2018
Jinquan Sun, Yinghuan Shi, Yang Gao, Lei Wang, Luping Zhou, Wanqi Yang, Dinggang Shen


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DeepKSPD: Learning Kernel-matrix-based SPD Representation for Fine-grained Image Recognition

Nov 11, 2017
Melih Engin, Lei Wang, Luping Zhou, Xinwang Liu


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Exploiting Structure Sparsity for Covariance-based Visual Representation

Nov 27, 2016
Jianjia Zhang, Lei Wang, Luping Zhou, Wanqing Li


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OPML: A One-Pass Closed-Form Solution for Online Metric Learning

Sep 29, 2016
Wenbin Li, Yang Gao, Lei Wang, Luping Zhou, Jing Huo, Yinghuan Shi

* 12 pages 

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Learning Discriminative Bayesian Networks from High-dimensional Continuous Neuroimaging Data

Jun 23, 2015
Luping Zhou, Lei Wang, Lingqiao Liu, Philip Ogunbona, Dinggang Shen

* 16 pages and 5 figures for the article (excluding appendix) 

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Learning Discriminative Stein Kernel for SPD Matrices and Its Applications

May 18, 2015
Jianjia Zhang, Lei Wang, Luping Zhou, Wanqing Li

* 13 pages 

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HEp-2 Cell Image Classification with Deep Convolutional Neural Networks

May 18, 2015
Zhimin Gao, Lei Wang, Luping Zhou, Jianjia Zhang

* 32 pages 

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Multiple Kernel Learning in the Primal for Multi-modal Alzheimer's Disease Classification

Oct 03, 2013
Fayao Liu, Luping Zhou, Chunhua Shen, Jianping Yin

* 7 pages. Appearing in IEEE Journal of Biomedical and Health Informatics 

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