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Efficient Optimal Transport Algorithm by Accelerated Gradient descent


Apr 12, 2021
Dongsheng An, Na Lei, Xianfeng Gu


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AE-OT-GAN: Training GANs from data specific latent distribution


Jan 27, 2020
Dongsheng An, Yang Guo, Min Zhang, Xin Qi, Na Lei, Shing-Tung Yau, Xianfeng Gu


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Mode Collapse and Regularity of Optimal Transportation Maps


Feb 08, 2019
Na lei, Yang Guo, Dongsheng An, Xin Qi, Zhongxuan Luo, Shing-Tung Yau, Xianfeng Gu


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LMap: Shape-Preserving Local Mappings for Biomedical Visualization


Oct 25, 2018
Saad Nadeem, Xianfeng Gu, Arie Kaufman

* S. Nadeem, X. Gu, and A. Kaufman. LMap: Shape-Preserving Local Mappings for Biomedical Visualization. IEEE Transactions on Visualization and Computer Graphics, 24(12):3111-3122, 2018 
* IEEE Transactions on Visualization and Computer Graphics, 24(12): 3111-3122, 2018 (12 pages, 11 figures) 

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Corresponding Supine and Prone Colon Visualization Using Eigenfunction Analysis and Fold Modeling


Oct 20, 2018
Saad Nadeem, Joseph Marino, Xianfeng Gu, Arie Kaufman

* IEEE Transactions on Visualization and Computer Graphics, 23(1):751-760, 2017 
* IEEE Transactions on Visualization and Computer Graphics, 23(1):751-760, 2017 (11 pages, 13 figures) 

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Latent Space Optimal Transport for Generative Models


Sep 16, 2018
Huidong Liu, Yang Guo, Na Lei, Zhixin Shu, Shing-Tung Yau, Dimitris Samaras, Xianfeng Gu


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Variational Wasserstein Clustering


Jul 26, 2018
Liang Mi, Wen Zhang, Xianfeng Gu, Yalin Wang

* Accepted to ECCV 2018 

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Classification of lung nodules in CT images based on Wasserstein distance in differential geometry


Jun 30, 2018
Min Zhang, Qianli Ma, Chengfeng Wen, Hai Chen, Deruo Liu, Xianfeng Gu, Jie He, Xiaoyin Xu


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Brenier approach for optimal transportation between a quasi-discrete measure and a discrete measure


Jan 17, 2018
Ying Lu, Liming Chen, Alexandre Saidi, Xianfeng Gu


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Kernel Estimation from Salient Structure for Robust Motion Deblurring


May 24, 2014
Jinshan Pan, Risheng Liu, Zhixun Su, Xianfeng Gu

* Signal Processing: Image Communication, 2013 
* This work has been accepted by Signal Processing: Image Communication, 2013 

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