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 | 24 | 2021 |
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 | 18 | 2021 |
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 | 15 | 2020 |
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 | 9 | 2022 |
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 | 8 | 2024 |
Local sliced-wasserstein feature sets for illumination-invariant face recognition Y Zhuang, S Li, X Yin, AHM Rubaiyat, GK Rohde arXiv preprint arXiv:2202.10642, 2022 | 8 | 2022 |
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 | 7 | 2023 |
Learning Energy-Based Models With Adversarial Training X Yin, S Li, GK Rohde European Conference on Computer Vision, 209-226, 2022 | 6 | 2022 |
Measure transfer via stochastic slicing and matching S Li, C Moosmueller arXiv preprint arXiv:2307.05705, 2023 | 4 | 2023 |
Adaptive computation with splines on triangulations with hanging vertices S Li, LL Schumaker Approximation Theory XV: San Antonio 2016 15, 197-218, 2017 | 3 | 2017 |
Approximation properties of slice-matching operators S Li, C Moosmueller arXiv preprint arXiv:2310.10869, 2023 | 1 | 2023 |
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 | 1 | 2022 |
Analyzing and improving generative adversarial training for generative modeling and out-of-distribution detection X Yin, G Rohde | 1 | 2020 |
Linear optimal transport subspaces for point set classification M Shifat-E-Rabbi, NS Pathan, S Li, Y Zhuang, AHM Rubaiyat, GK Rohde | | 2024 |
Linear optimal transport subspaces for point set classification MSE Rabbi, NS Pathan, S Li, Y Zhuang, AHM Rubaiyat, GK Rohde arXiv preprint arXiv:2403.10015, 2024 | | 2024 |
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 | | 2023 |
Adaptive Methods and Collocation by Splines for Solving Differential Equations S Li | | 2019 |
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 | | |