Monami Banerjee
4 papers · 2015–2018 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot ยท Bronze
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Interdisciplinary Bridge ยท Bronze
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Hot Topic Early Bird
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Keywords
geometric deep learning
(1)
medical image analysis
(1)
brain imaging
(1)
nonlinear regression
(1)
kernel regression
(1)
alzheimer disease
(1)
riemannian manifold
(1)
gaussian mixture model
(1)
recurrent neural network
(1)
symmetric positive definite matrix
(1)
manifold-valued data
(1)
kernel methods
(1)
probability density function
(1)
geodesic regression
(1)
manifold interpolation
(1)
diffusion weighted magnetic resonance imaging
(1)
ensemble average propagator
(1)
Papers
A Statistical Recurrent Model on the Manifold of Symmetric Positive Definite Matrices
NeurIPS 2018
Sparse Exact PGA on Riemannian Manifolds
ICCV 2017
A Nonlinear Regression Technique for Manifold Valued Data With Applications to Medical Image Analysis
CVPR 2016
Interpolation on the Manifold of K Component GMMs
ICCV 2015