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Deep Neural Networks with ReLU-Sine-Exponential Activations Break Curse of Dimensionality on Hölder Class


Mar 07, 2021
Yuling Jiao, Yanming Lai, Xiliang Lu, Zhijian Yang


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Disentangling brain heterogeneity via semi-supervised deep-learning and MRI: dimensional representations of Alzheimer's Disease


Feb 24, 2021
Zhijian Yang, Ilya M. Nasrallah, Haochang Shou, Junhao Wen, Jimit Doshi, Mohamad Habes, Guray Erus, Ahmed Abdulkadir, Susan M. Resnick, David Wolk, Christos Davatzikos

* 37 pages, 11 figures 

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Generative Learning With Euler Particle Transport


Dec 11, 2020
Yuan Gao, Jian Huang, Yuling Jiao, Jin Liu, Xiliang Lu, Zhijian Yang

* arXiv admin note: substantial text overlap with arXiv:2002.02862 

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Smile-GANs: Semi-supervised clustering via GANs for dissecting brain disease heterogeneity from medical images


Jun 27, 2020
Zhijian Yang, Junhao Wen, Christos Davatzikos


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