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Structured Graph Learning for Scalable Subspace Clustering: From Single-view to Multi-view

Feb 16, 2021
Zhao Kang, Zhiping Lin, Xiaofeng Zhu, Wenbo Xu

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Accumulated Decoupled Learning: Mitigating Gradient Staleness in Inter-Layer Model Parallelization

Dec 03, 2020
Huiping Zhuang, Zhiping Lin, Kar-Ann Toh

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GTC: Guided Training of CTC Towards Efficient and Accurate Scene Text Recognition

Feb 04, 2020
Wenyang Hu, Xiaocong Cai, Jun Hou, Shuai Yi, Zhiping Lin

* Accepted by AAAI 2020 

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Fully Decoupled Neural Network Learning Using Delayed Gradients

Jun 21, 2019
Huiping Zhuang, Yi Wang, Qinglai Liu, Zhiping Lin

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Gradient-Free Learning Based on the Kernel and the Range Space

Oct 27, 2018
Kar-Ann Toh, Zhiping Lin, Zhengguo Li, Beomseok Oh, Lei Sun

* The idea of kernel and range projection was first introduced in the IEEE/ACIS ICIS conference which was held in Singapore in June 2018. This article presents a full development of the method supported by extensive numerical results 

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Deterministic Stretchy Regression

Jun 09, 2018
Kar-Ann Toh, Lei Sun, Zhiping Lin

* Submitted for journal (JMLR) review since 28-Sept-2017 

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Constrained Maximum Correntropy Adaptive Filtering

Dec 14, 2016
Siyuan Peng, Badong Chen, Lei Sun, Zhiping Lin, Wee Ser

* 12 pages, 10 figures 

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