OTRE: Where Optimal Transport Guided Unpaired Image-to-Image Translation Meets Regularization by Enhancing

Zhu W*, Qiu P*, Dumitrascu O, Sobczak J, Farazi M, Yang Z, Nandakumar K, Wang Y

Information Processing In Medical Imaging (IPMI), Jun. 2023

Optimal Transport Guided Unsupervised Learning for Enhancing low-quality Retinal Images

Zhu W, Qiu P, Farazi M, Nandakumar K, Dumitrascu O, Wang Y

IEEE International Symposium on Biomedical Imaging: From Nano to Macro (ISBI), Apr. 2023

Regularized Wasserstein Means for Aligning Distributional Data, 

Liang Mi, Wen Zhang, Yalin Wang

AAAI (2020) [oral]

Shape Analysis With Hyperbolic Wasserstein Distance, 

Jie Shi, Wen Zhang, Yalin Wang, 

[CVPR (2016)],[TPAMI (2019)]

Variational Wasserstein Clustering,

Liang Mi, Wen Zhang, Xianfeng Gu, Yalin Wang,

European Conference on Computer Vision (ECCV), 2018

An Optimal Transportation based Univariate Neuroimaging Index,

Liang Mi, Wen Zhang, Junwei Zhang, Yonghui Fan, Dhruman Goradia, Kewei Chen, Eric M. Reiman, Xianfeng Gu, Yalin Wang,

IEEE International Conference on Computer Vision (ICCV), 2017

[ICCV 2017],[Neuroinformatics 2020 ]

Enhancing Diffusion MRI Measures by Integrating Grey and White Matter Morphometry with Hyperbolic Wasserstein Distance,

Wen Zhang,  Jie Shi, Jun Yu, Liang Zhan,  Paul M. Thompson, Yalin Wang,

IEEE International Symposium on BIOMEDICAL IMAGING: From Nano to Macro (ISBI). 2017