Baba C Vemuri
University of Florida
H-index: 58
North America-United States
Top articles of Baba C Vemuri
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
An empirical Bayes approach to shrinkage estimation on the manifold of symmetric positive-definite matrices | Journal of the American Statistical Association | Chun-Hao Yang Hani Doss Baba C Vemuri | 2024/1/2 |
Higher Order Gauge Equivariant CNNs on Riemannian Manifolds and Applications | arXiv preprint arXiv:2305.16657 | Gianfranco Cortes Yue Yu Robin Chen Melissa Armstrong David Vaillancourt | 2023/5/26 |
Kernel Stein Discrepancy on Lie Groups: Theory and Applications | arXiv preprint arXiv:2305.12551 | Xiaoda Qu Xiran Fan Baba Vemuri | 2023/5/21 |
Horocycle Decision Boundaries for Large Margin Classification in Hyperbolic Space | arXiv e-prints | Xiran Fan Chun-Hao Yang Baba C Vemuri | 2023/2 |
Horospherical Decision Boundaries for Large Margin Classification in Hyperbolic Space | Advances in Neural Information Processing Systems | Xiran Fan Chun-Hao Yang Baba Vemuri | 2023/12/15 |
Geometric deep learning for unsupervised registration of diffusion magnetic resonance images | Jose J Bouza Chun-Hao Yang Baba C Vemuri | 2023/6/8 | |
A Framework for Improving the Characterization Scope of Stein's Method on Riemannian Manifolds | arXiv preprint arXiv:2209.08424 | Xiaoda Qu Baba C Vemuri | 2022/9/17 |
Nested hyperbolic spaces for dimensionality reduction and hyperbolic nn design | Xiran Fan Chun-Hao Yang Baba C Vemuri | 2022 | |
Nested grassmanns for dimensionality reduction with applications to shape analysis | Chun-Hao Yang Baba C Vemuri | 2021/6/14 | |
A higher order manifold-valued convolutional neural network with applications to diffusion mri processing | Jose J Bouza Chun-Hao Yang David Vaillancourt Baba C Vemuri | 2021 | |
Intrinsic Grassmann averages for online linear, robust and nonlinear subspace learning | IEEE transactions on pattern analysis and machine intelligence | Rudrasis Chakraborty Liu Yang Søren Hauberg Baba C Vemuri | 2020/5/4 |
MVC-Net: a convolutional neural network architecture for manifold-valued images with applications | arXiv preprint arXiv:2003.01234 | Jose J Bouza Chun-Hao Yang David Vaillancourt Baba C Vemuri | 2020/3/2 |
VolterraNet: A higher order convolutional network with group equivariance for homogeneous manifolds | IEEE Transactions on Pattern Analysis and Machine Intelligence | M Banerjee R Chakraborty J Bouza BC Vemuri | 2020/11 |
Efficient recursive estimation of the Riemannian barycenter on the hypersphere and the special orthogonal group with applications | Rudrasis Chakraborty Baba C Vemuri | 2020/1/1 | |
Shrinkage estimation of the Fréchet mean in Lie groups | arXiv preprint arXiv:2009.13020 | Chun-Hao Yang Baba C Vemuri | 2020/9/28 |
Manifoldnet: A deep neural network for manifold-valued data with applications | IEEE Transactions on Pattern Analysis and Machine Intelligence | Rudrasis Chakraborty Jose Bouza Jonathan H Manton Baba C Vemuri | 2020/6/22 |
Co-Authors
