Monami Banerjee

Publication Activity (10 Years)

Years Active: 2014-2022
Publications (10 Years): 12

Top Topics

Riemannian Manifolds

Nonlinear Regression

Convolutional Neural Networks

Top Venues

Publications

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) (2022)
Monami Banerjee, Rudrasis Chakraborty, Jose Bouza, Baba C. Vemuri
VolterraNet: A higher order convolutional network with group equivariance for homogeneous manifolds. CoRR (2021)
Monami Banerjee, Rudrasis Chakraborty, Derek Archer, David E. Vaillancourt, Baba C. Vemuri
DMR-CNN: A CNN Tailored For DMR Scans With Applications To PD Classification. ISBI (2019)
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 (2019)
Rudrasis Chakraborty, Monami Banerjee, Baba C. Vemuri
H-CNNs: Convolutional Neural Networks for Riemannian Homogeneous Spaces. CoRR (2018)
Rudrasis Chakraborty, Monami Banerjee, Baba C. Vemuri
Dictionary Learning and Sparse Coding on Statistical Manifolds. CoRR (2018)
Rudrasis Chakraborty, Chun-Hao Yang, Xingjian Zhen, Monami Banerjee, Derek Archer, David E. Vaillancourt, Vikas Singh, Baba C. Vemuri
A Statistical Recurrent Model on the Manifold of Symmetric Positive Definite Matrices. NeurIPS (2018)
Rudrasis Chakraborty, Chun-Hao Yang, Xingjian Zhen, Monami Banerjee, Derek Archer, David E. Vaillancourt, Vikas Singh, Baba C. Vemuri
Statistical Recurrent Models on Manifold valued Data. CoRR (2018)
Rudrasis Chakraborty, Monami Banerjee, Baba C. Vemuri
Statistics on the space of trajectories for longitudinal data analysis. ISBI (2017)
Monami Banerjee, Rudrasis Chakraborty, Baba C. Vemuri
Sparse Exact PGA on Riemannian Manifolds. ICCV (2017)
Monami Banerjee, Bing Jian, Baba C. Vemuri
Robust Fréchet Mean and PGA on Riemannian Manifolds with Applications to Neuroimaging. IPMI (2017)
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)
Hyunwoo J. Kim, Nagesh Adluru, Monami Banerjee, Baba C. Vemuri, Vikas Singh
Interpolation on the Manifold of K Component GMMs. ICCV (2015)
Monami Banerjee, Nikhil R. Pal
Unsupervised Feature Selection with Controlled Redundancy (UFeSCoR). IEEE Trans. Knowl. Data Eng. 27 (12) (2015)
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)
Monami Banerjee, Nikhil R. Pal
Feature selection with SVD entropy: Some modification and extension. Inf. Sci. 264 (2014)