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2020 – today
- 2022
[j4]Monami Banerjee, Rudrasis Chakraborty
, Jose Bouza, Baba C. Vemuri:
VolterraNet: A Higher Order Convolutional Network With Group Equivariance for Homogeneous Manifolds. IEEE Trans. Pattern Anal. Mach. Intell. 44(2): 823-833 (2022)- 2021
- [i4]Monami Banerjee, Rudrasis Chakraborty, Jose Bouza, Baba C. Vemuri:
VolterraNet: A higher order convolutional network with group equivariance for homogeneous manifolds. CoRR abs/2106.15301 (2021)
2010 – 2019
- 2019
- [j3]Baba C. Vemuri, Jiaqi Sun, Monami Banerjee, Zhixin Pan, Sara M. Turner, David D. Fuller, John R. Forder, Alireza Entezari:
A geometric framework for ensemble average propagator reconstruction from diffusion MRI. Medical Image Anal. 57: 89-105 (2019) - [c8]Monami Banerjee, Rudrasis Chakraborty, Derek B. Archer, David E. Vaillancourt, Baba C. Vemuri:
DMR-CNN: A CNN Tailored For DMR Scans With Applications To PD Classification. ISBI 2019: 388-391 - 2018
- [c7]Rudrasis Chakraborty, Chun-Hao Yang, Xingjian Zhen, Monami Banerjee, Derek B. Archer, David E. Vaillancourt, Vikas Singh, Baba C. Vemuri:
A Statistical Recurrent Model on the Manifold of Symmetric Positive Definite Matrices. NeurIPS 2018: 8897-8908 - [i3]Rudrasis Chakraborty, Monami Banerjee, Baba C. Vemuri:
Dictionary Learning and Sparse Coding on Statistical Manifolds. CoRR abs/1805.02505 (2018) - [i2]Rudrasis Chakraborty, Monami Banerjee, Baba C. Vemuri:
H-CNNs: Convolutional Neural Networks for Riemannian Homogeneous Spaces. CoRR abs/1805.05487 (2018) - [i1]Rudrasis Chakraborty, Chun-Hao Yang, Xingjian Zhen, Monami Banerjee, Derek B. Archer, David E. Vaillancourt, Vikas Singh, Baba C. Vemuri:
Statistical Recurrent Models on Manifold valued Data. CoRR abs/1805.11204 (2018) - 2017
- [c6]Monami Banerjee, Rudrasis Chakraborty, Baba C. Vemuri:
Sparse Exact PGA on Riemannian Manifolds. ICCV 2017: 5020-5028 - [c5]Monami Banerjee, Bing Jian, Baba C. Vemuri:
Robust Fréchet Mean and PGA on Riemannian Manifolds with Applications to Neuroimaging. IPMI 2017: 3-15 - [c4]Rudrasis Chakraborty, Monami Banerjee, Baba C. Vemuri:
Statistics on the space of trajectories for longitudinal data analysis. ISBI 2017: 999-1002 - 2016
- [c3]Monami Banerjee, Rudrasis Chakraborty, Edward Ofori, Michael S. Okun, David E. Vaillancourt, Baba C. Vemuri:
A Nonlinear Regression Technique for Manifold Valued Data with Applications to Medical Image Analysis. CVPR 2016: 4424-4432 - 2015
- [j2]Monami Banerjee, Nikhil R. Pal:
Unsupervised Feature Selection with Controlled Redundancy (UFeSCoR). IEEE Trans. Knowl. Data Eng. 27(12): 3390-3403 (2015) - [c2]Hyunwoo J. Kim, Nagesh Adluru, Monami Banerjee, Baba C. Vemuri, Vikas Singh:
Interpolation on the Manifold of K Component GMMs. ICCV 2015: 2884-2892 - [c1]Monami Banerjee, Rudrasis Chakraborty, Edward Ofori, David E. Vaillancourt, Baba C. Vemuri:
Nonlinear Regression on Riemannian Manifolds and Its Applications to Neuro-Image Analysis. MICCAI (1) 2015: 719-727 - 2014
- [j1]Monami Banerjee, Nikhil R. Pal:
Feature selection with SVD entropy: Some modification and extension. Inf. Sci. 264: 118-134 (2014)
Coauthor Index
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