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Creators/Authors contains: "Vemuri, Baba C"

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An Empirical Bayes Approach to Shrinkage Estimation on the Manifold of Symmetric Positive-Definite Matrices

https://doi.org/10.1080/01621459.2022.2110877

Yang, Chun-Hao; Doss, Hani; Vemuri, Baba C. (September 2022, Journal of the American Statistical Association)

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Nested Grassmannians for Dimensionality Reduction with Applications

Yang, Chun-Hao; Vemuri, Baba C (April 2022, The journal of machine learning for biomedical imaging)
Feragen, Aasa; Sommer, Stefan; Schnabel, Julia; Nielsen, Mads (Ed.)
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VolterraNet: A Higher Order Convolutional Network With Group Equivariance for Homogeneous Manifolds

https://doi.org/10.1109/TPAMI.2020.3035130

Banerjee, Monami; Chakraborty, Rudrasis; Bouza, Jose; Vemuri, Baba C. (February 2022, IEEE Transactions on Pattern Analysis and Machine Intelligence)

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ManifoldNet: A Deep Neural Network for Manifold-Valued Data With Applications

https://doi.org/10.1109/TPAMI.2020.3003846

Chakraborty, Rudrasis; Bouza, Jose; Manton, Jonathan H.; Vemuri, Baba C. (February 2022, IEEE Transactions on Pattern Analysis and Machine Intelligence)

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Nested Grassmanns for Dimensionality Reduction with Applications to Shape Analysis

https://doi.org/10.1007/978-3-030-78191-0_11

Yang, Chun-Hao; Vemuri, Baba C. (June 2021, International Conference on Information Processing in Medical Image Analysis (IPMI))
Feragen, A; Sommer, S; Schnabel, J; Nielsen, M (Ed.)
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Exploiting structural redundancy in q-space for improved EAP reconstruction from highly undersampled (k, q)-space in DMRI

https://doi.org/10.1016/j.media.2019.02.014

Sun, Jiaqi; Entezari, Alireza; Vemuri, Baba C. (May 2019, Medical Image Analysis)

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Statistics on the Stiefel manifold: Theory and applications

https://doi.org/10.1214/18-AOS1692

Chakraborty, Rudrasis; Vemuri, Baba C. (February 2019, The Annals of Statistics)

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DMR-CNN: A CNN Tailored For DMR Scans With Applications To PD Classification

https://doi.org/10.1109/ISBI.2019.8759558

Banerjee, Monami; Chakraborty, Rudrasis; Archer, Derek; Vaillancourt, David; Vemuri, Baba C. (April 2019, IEEE International Symposium on Biomedical Imaging (ISBI))

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A geometric framework for ensemble average propagator reconstruction from diffusion MRI

https://doi.org/10.1016/j.media.2019.06.012

Vemuri, Baba C.; Sun, Jiaqi; Banerjee, Monami; Pan, Zhixin; Turner, Sara M.; Fuller, David D.; Forder, John R.; Entezari, Alireza (October 2019, Medical Image Analysis)

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A mixture model for aggregation of multiple pre-trained weak classifiers

Chakraborty, Rudrasis; Yang, Chun-Hao; Vemuri, Baba C. (July 2018, IEEE Workshop on Differential Geometry in Computer Vision and Machine Learning)

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