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Kernel Methods on Riemannian Manifolds with Gaussian RBF Kernels.
Jayasumana S, Hartley R, Salzmann M, Li H, Harandi M. Jayasumana S, et al. IEEE Trans Pattern Anal Mach Intell. 2015 Dec;37(12):2464-77. doi: 10.1109/TPAMI.2015.2414422. IEEE Trans Pattern Anal Mach Intell. 2015. PMID: 26539851
A Comprehensive Look at Coding Techniques on Riemannian Manifolds.
Faraki M, Harandi MT, Porikli F. Faraki M, et al. Among authors: harandi mt. IEEE Trans Neural Netw Learn Syst. 2018 Nov;29(11):5701-5712. doi: 10.1109/TNNLS.2018.2812799. Epub 2018 Mar 27. IEEE Trans Neural Netw Learn Syst. 2018. PMID: 29994290
Learning Log-Determinant Divergences for Positive Definite Matrices.
Cherian A, Stanitsas P, Wang J, Harandi M, Morellas V, Papanikolopoulos N. Cherian A, et al. IEEE Trans Pattern Anal Mach Intell. 2022 Sep;44(9):5088-5102. doi: 10.1109/TPAMI.2021.3073588. Epub 2022 Aug 4. IEEE Trans Pattern Anal Mach Intell. 2022. PMID: 33856984
Learning to Optimize on Riemannian Manifolds.
Gao Z, Wu Y, Fan X, Harandi M, Jia Y. Gao Z, et al. IEEE Trans Pattern Anal Mach Intell. 2023 May;45(5):5935-5952. doi: 10.1109/TPAMI.2022.3215702. Epub 2023 Apr 3. IEEE Trans Pattern Anal Mach Intell. 2023. PMID: 36260581
Large-Scale Metric Learning: A Voyage From Shallow to Deep.
Faraki M, Harandi MT, Porikli F. Faraki M, et al. Among authors: harandi mt. IEEE Trans Neural Netw Learn Syst. 2018 Sep;29(9):4339-4346. doi: 10.1109/TNNLS.2017.2761773. Epub 2017 Nov 7. IEEE Trans Neural Netw Learn Syst. 2018. PMID: 29990173
18 results