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Geodesic Properties of a Generalized Wasserstein Embedding for Time Series Analysis


Jun 04, 2022
Shiying Li, Abu Hasnat Mohammad Rubaiyat, Gustavo K. Rohde


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End-to-End Signal Classification in Signed Cumulative Distribution Transform Space


Apr 30, 2022
Abu Hasnat Mohammad Rubaiyat, Shiying Li, Xuwang Yin, Mohammad Shifat E Rabbi, Yan Zhuang, Gustavo K. Rohde


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Local Sliced-Wasserstein Feature Sets for Illumination-invariant Face Recognition


Feb 22, 2022
Yan Zhuang, Shiying Li, Mohammad Shifat-E-Rabbi, Xuwang Yin, Abu Hasnat Mohammad Rubaiyat, Gustavo K. Rohde

* 14 pages, 9 figures 

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Invariance encoding in sliced-Wasserstein space for image classification with limited training data


Jan 09, 2022
Mohammad Shifat-E-Rabbi, Yan Zhuang, Shiying Li, Abu Hasnat Mohammad Rubaiyat, Xuwang Yin, Gustavo K. Rohde


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Onsite Non-Line-of-Sight Imaging via Online Calibrations


Dec 29, 2021
Zhengqing Pan, Ruiqian Li, Tian Gao, Zi Wang, Ping Liu, Siyuan Shen, Tao Wu, Jingyi Yu, Shiying Li


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Nearest Subspace Search in The Signed Cumulative Distribution Transform Space for 1D Signal Classification


Oct 11, 2021
Abu Hasnat Mohammad Rubaiyat, Mohammad Shifat-E-Rabbi, Yan Zhuang, Shiying Li, Gustavo K. Rohde

* 7 pages, 3 figures, 1 table 

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Non-line-of-Sight Imaging via Neural Transient Fields


Jan 05, 2021
Siyuan Shen, Zi Wang, Ping Liu, Zhengqing Pan, Ruiqian Li, Tian Gao, Shiying Li, Jingyi Yu


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Analyzing and Improving Generative Adversarial Training for Generative Modeling and Out-of-Distribution Detection


Dec 11, 2020
Xuwang Yin, Shiying Li, Gustavo K. Rohde


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Partitioning signal classes using transport transforms for data analysis and machine learning


Aug 08, 2020
Akram Aldroubi, Shiying Li, Gustavo K. Rohde

* 19 pages, 6 figures 

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Radon cumulative distribution transform subspace modeling for image classification


Apr 07, 2020
Mohammad Shifat-E-Rabbi, Xuwang Yin, Abu Hasnat Mohammad Rubaiyat, Shiying Li, Soheil Kolouri, Akram Aldroubi, Jonathan M. Nichols, Gustavo K. Rohde

* 14 pages, 11 figures 

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