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ORCIDShiying Li 0002
Person information
- affiliation: University of North Carolina at Chapel Hill, NC, USA
- affiliation: University of Virginia, Department of Biomedical Engineering, Charlottesville, VI, USA
- affiliation (PhD 2019): Vanderbilt University, Nashville, TN, USA
Other persons with the same name
- Shiying Li — disambiguation page
- Shiying Li 0001 — Informedia Electronic Co., Dalian, China
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Journal Articles
- 2023
[j3]Mohammad Shifat-E.-Rabbi
, Yan Zhuang, Shiying Li, Abu Hasnat Mohammad Rubaiyat, Xuwang Yin, Gustavo K. Rohde:
Invariance encoding in sliced-Wasserstein space for image classification with limited training data. Pattern Recognit. 137: 109268 (2023)- 2021
- [j2]Mohammad Shifat-E.-Rabbi, Xuwang Yin, Abu Hasnat Mohammad Rubaiyat, Shiying Li, Soheil Kolouri, Akram Aldroubi, Jonathan M. Nichols, Gustavo K. Rohde:
Radon Cumulative Distribution Transform Subspace Modeling for Image Classification. J. Math. Imaging Vis. 63(9): 1185-1203 (2021) - 2020
- [j1]Abu Hasnat Mohammad Rubaiyat, Kyla M. Hallam, Jonathan M. Nichols, Meredith N. Hutchinson, Shiying Li, Gustavo K. Rohde:
Parametric Signal Estimation Using the Cumulative Distribution Transform. IEEE Trans. Signal Process. 68: 3312-3324 (2020)
Conference and Workshop Papers
- 2022
- [c3]Xuwang Yin, Shiying Li, Gustavo K. Rohde:
Learning Energy-Based Models with Adversarial Training. ECCV (5) 2022: 209-226 - [c2]Abu Hasnat Mohammad Rubaiyat, Mohammad Shifat-E.-Rabbi, Yan Zhuang, Shiying Li, Gustavo K. Rohde:
Nearest Subspace Search in The Signed Cumulative Distribution Transform Space For 1d Signal Classification. ICASSP 2022: 3508-3512 - [c1]Shiying Li, Abu Hasnat Mohammad Rubaiyat, Gustavo K. Rohde:
Geodesic Properties of a Generalized Wasserstein Embedding for Time Series Aanalysis. TAG-ML 2022: 216-225
Informal and Other Publications
- 2024
- [i11]Mohammad Shifat-E.-Rabbi, Naqib Sad Pathan, Shiying Li, Yan Zhuang, Abu Hasnat Mohammad Rubaiyat, Gustavo K. Rohde:
Linear optimal transport subspaces for point set classification. CoRR abs/2403.10015 (2024) - 2023
- [i10]Shiying Li, Caroline Moosmüller:
Measure transfer via stochastic slicing and matching. CoRR abs/2307.05705 (2023) - [i9]Le Gong, Shiying Li, Naqib Sad Pathan, Mohammad Shifat-E.-Rabbi, Gustavo K. Rohde, Abu Hasnat Mohammad Rubaiyat, Sumati Thareja:
The Radon Signed Cumulative Distribution Transform and its applications in classification of Signed Images. CoRR abs/2307.15339 (2023) - [i8]Shiying Li, Caroline Moosmüller:
Approximation properties of slice-matching operators. CoRR abs/2310.10869 (2023) - 2022
- [i7]Mohammad Shifat-E.-Rabbi, Yan Zhuang, Shiying Li, Abu Hasnat Mohammad Rubaiyat, Xuwang Yin, Gustavo K. Rohde:
Invariance encoding in sliced-Wasserstein space for image classification with limited training data. CoRR abs/2201.02980 (2022) - [i6]Yan Zhuang, Shiying Li, Mohammad Shifat-E.-Rabbi, Xuwang Yin, Abu Hasnat Mohammad Rubaiyat, Gustavo K. Rohde:
Local Sliced-Wasserstein Feature Sets for Illumination-invariant Face Recognition. CoRR abs/2202.10642 (2022) - [i5]Abu Hasnat Mohammad Rubaiyat, Shiying Li, Xuwang Yin, Mohammad Shifat-E.-Rabbi, Yan Zhuang, Gustavo K. Rohde:
End-to-End Signal Classification in Signed Cumulative Distribution Transform Space. CoRR abs/2205.00348 (2022) - [i4]Shiying Li, Abu Hasnat Mohammad Rubaiyat, Gustavo K. Rohde:
Geodesic Properties of a Generalized Wasserstein Embedding for Time Series Analysis. CoRR abs/2206.01984 (2022) - 2020
- [i3]Mohammad Shifat-E.-Rabbi, Xuwang Yin, Abu Hasnat Mohammad Rubaiyat, Shiying Li, Soheil Kolouri, Akram Aldroubi, Jonathan M. Nichols, Gustavo K. Rohde:
Radon cumulative distribution transform subspace modeling for image classification. CoRR abs/2004.03669 (2020) - [i2]Akram Aldroubi, Shiying Li, Gustavo K. Rohde:
Partitioning signal classes using transport transforms for data analysis and machine learning. CoRR abs/2008.03452 (2020) - [i1]Xuwang Yin, Shiying Li, Gustavo K. Rohde:
Analyzing and Improving Generative Adversarial Training for Generative Modeling and Out-of-Distribution Detection. CoRR abs/2012.06568 (2020)
Coauthor Index
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