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DessiLBI: Exploring Structural Sparsity of Deep Networks via Differential Inclusion Paths

Jul 04, 2020
Yanwei Fu, Chen Liu, Donghao Li, Xinwei Sun, Jinshan Zeng, Yuan Yao

* ICML 2020 
* conference , 23 pages https://github.com/corwinliu9669/dS2LBI 

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Parsimonious Deep Learning: A Differential Inclusion Approach with Global Convergence

May 23, 2019
Yanwei Fu, Chen Liu, Donghao Li, Xinwei Sun, Jinshan Zeng, Yuan Yao

* 25 pages, 7 figures 

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$S^{2}$-LBI: Stochastic Split Linearized Bregman Iterations for Parsimonious Deep Learning

Apr 24, 2019
Yanwei Fu, Donghao Li, Xinwei Sun, Shun Zhang, Yizhou Wang, Yuan Yao

* technical report 

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Particle Filter Re-detection for Visual Tracking via Correlation Filters

Jan 09, 2018
Di Yuan, Donghao Li, Zhenyu He, Xinming Zhang

* 18 pages, 6 figures, 2 tables 

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