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Interpolation between Residual and Non-Residual Networks


Jun 26, 2020
Zonghan Yang, Yang Liu, Chenglong Bao, Zuoqiang Shi

* Accepted at ICML 2020. Code available at https://github.com/minicheshire/InResNet 

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CURE: Curvature Regularization For Missing Data Recovery


Jan 28, 2019
Bin Dong, Haocheng Ju, Yiping Lu, Zuoqiang Shi

* 16 pages, 7 figures, 3 tables 

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EnResNet: ResNet Ensemble via the Feynman-Kac Formalism


Nov 26, 2018
Bao Wang, Binjie Yuan, Zuoqiang Shi, Stanley J. Osher

* 16 pages, 9 figures 

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Adversarial Defense via Data Dependent Activation Function and Total Variation Minimization


Sep 23, 2018
Bao Wang, Alex T. Lin, Zuoqiang Shi, Wei Zhu, Penghang Yin, Andrea L. Bertozzi, Stanley J. Osher

* 11 pages, 5 figures 

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Deep Neural Nets with Interpolating Function as Output Activation


Jun 17, 2018
Bao Wang, Xiyang Luo, Zhen Li, Wei Zhu, Zuoqiang Shi, Stanley J. Osher

* 11 pages, 4 figures 

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Scalable low dimensional manifold model in the reconstruction of noisy and incomplete hyperspectral images


Mar 23, 2018
Wei Zhu, Zuoqiang Shi, Stanley Osher


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Weighted Nonlocal Total Variation in Image Processing


Jan 31, 2018
Haohan Li, Zuoqiang Shi, Xiaoping Wang

* 15 pages, 49 figures 

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A Flow Model of Neural Networks


Dec 11, 2017
Zhen Li, Zuoqiang Shi


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A Harmonic Extension Approach for Collaborative Ranking


Feb 16, 2016
Da Kuang, Zuoqiang Shi, Stanley Osher, Andrea Bertozzi


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Harmonic Extension


Sep 22, 2015
Zuoqiang Shi, Jian Sun, Minghao Tian

* 10 pages, 2 figures 

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