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Zhijian Yang

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

Feb 28, 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

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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

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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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