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Multi-view Deep One-class Classification: A Systematic Exploration


Apr 27, 2021
Siqi Wang, Jiyuan Liu, Guang Yu, Xinwang Liu, Sihang Zhou, En Zhu, Yuexiang Yang, Jianping Yin


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Cloze Test Helps: Effective Video Anomaly Detection via Learning to Complete Video Events


Aug 27, 2020
Guang Yu, Siqi Wang, Zhiping Cai, En Zhu, Chuanfu Xu, Jianping Yin, Marius Kloft

* To be published as an oral paper in Proceedings of the 28th ACM International Conference on Multimedia (ACM MM '20). 9 pages, 7 figures 

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Unsupervised Heterogeneous Coupling Learning for Categorical Representation


Jul 21, 2020
Chengzhang Zhu, Longbing Cao, Jianping Yin


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Understand Dynamic Regret with Switching Cost for Online Decision Making


Nov 28, 2019
Yawei Zhao, Qian Zhao, Xingxing Zhang, En Zhu, Xinwang Liu, Jianping Yin

* Accepted by ACM Transactions on Intelligent Systems and Technology (TIST) 

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Simultaneous Clustering and Optimization for Evolving Datasets


Aug 04, 2019
Yawei Zhao, En Zhu, Xinwang Liu, Chang Tang, Deke Guo, Jianping Yin

* Accepted by IEEE Transactions on Knowledge and Data Engineering (TKDE) 

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Dynamic Online Gradient Descent with Improved Query Complexity: A Theoretical Revisit


Jan 08, 2019
Yawei Zhao, En Zhu, Xinwang Liu, Jianping Yin


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Triangle Lasso for Simultaneous Clustering and Optimization in Graph Datasets


Aug 20, 2018
Yawei Zhao, Kai Xu, Xinwang Liu, En Zhu, Xinzhong Zhu, Jianping Yin

* Accepted by IEEE Transactions on Knowledge and Data Engineering, 2018 

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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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