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Shiying Li
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Radon cumulative distribution transform subspace modeling for image classification
M Shifat-E-Rabbi, X Yin, AHM Rubaiyat, S Li, S Kolouri, A Aldroubi, ...
Journal of Mathematical Imaging and Vision 63, 1185-1203, 2021
272021
Partitioning signal classes using transport transforms for data analysis and machine learning
A Aldroubi, S Li, GK Rohde
Sampling theory, signal processing, and data analysis 19 (1), 6, 2021
242021
Parametric signal estimation using the cumulative distribution transform
AHM Rubaiyat, KM Hallam, JM Nichols, MN Hutchinson, S Li, GK Rohde
IEEE Transactions on Signal Processing 68, 3312-3324, 2020
162020
Learning Energy-Based Models With Adversarial Training
X Yin, S Li, GK Rohde
European Conference on Computer Vision, 209-226, 2022
102022
Local sliced Wasserstein feature sets for illumination invariant face recognition
Y Zhuang, S Li, M Shifat-E-Rabbi, X Yin, AHM Rubaiyat, GK Rohde
Pattern Recognition, 111381, 2025
92025
End-to-end signal classification in signed cumulative distribution transform space
AHM Rubaiyat, S Li, X Yin, M Shifat-E-Rabbi, Y Zhuang, GK Rohde
IEEE Transactions on Pattern Analysis and Machine Intelligence, 2024
82024
Nearest subspace search in the signed cumulative distribution transform space for 1d signal classification
AHM Rubaiyat, M Shifat-E-Rabbi, Y Zhuang, S Li, GK Rohde
ICASSP 2022-2022 IEEE International Conference on Acoustics, Speech and …, 2022
82022
Invariance encoding in sliced-Wasserstein space for image classification with limited training data
M Shifat-E-Rabbi, Y Zhuang, S Li, AHM Rubaiyat, X Yin, GK Rohde
Pattern recognition 137, 109268, 2023
72023
Measure transfer via stochastic slicing and matching
S Li, C Moosmueller
arXiv preprint arXiv:2307.05705, 2023
52023
Adaptive computation with splines on triangulations with hanging vertices
S Li, LL Schumaker
Approximation Theory XV: San Antonio 2016 15, 197-218, 2017
42017
Geodesic Properties of a Generalized Wasserstein Embedding for Time Series Aanalysis
S Li, A Hasnat, M Rubaiyat, GK Rohde
Topological, Algebraic and Geometric Learning Workshops 2022, 216-225, 2022
22022
Analyzing and improving generative adversarial training for generative modeling and out-of-distribution detection
X Yin, G Rohde
22020
Approximation properties of slice-matching operators
S Li, C Moosmüller
Sampling Theory, Signal Processing, and Data Analysis 22 (1), 15, 2024
12024
The Radon Signed Cumulative Distribution Transform and its applications in classification of Signed Images
L Gong, S Li, NS Pathan, GK Rohde, AHM Rubaiyat, S Thareja
arXiv preprint arXiv:2307.15339, 2023
12023
Metric properties of partial and robust Gromov-Wasserstein distances
J Chhoa, M Ivanitskiy, F Jiang, S Li, D McBride, T Needham, K O'Hare
arXiv preprint arXiv:2411.02198, 2024
2024
Linear optimal transport subspaces for point set classification
M Shifat-E-Rabbi, NS Pathan, S Li, Y Zhuang, AHM Rubaiyat, GK Rohde
Research Square, rs. 3. rs-4106387, 2024
2024
Adaptive Methods and Collocation by Splines for Solving Differential Equations
S Li
2019
Linear independent component analysis in Wasserstein space
S Li, C Moosmueller, C Wang
2025 Joint Mathematics Meetings (JMM 2025), 0
Linear optimal transport subspaces for point set classification
M Shifat-E-Rabbi, NS Pathan, S Li, Y Zhuang, AHM Rubaiyat, GK Rohde
Exploring Iterative Slice-Matching for Measure Transport
S Li, C Moosmueller
2024 Joint Mathematics Meetings (JMM 2024), 0
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