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05/26/2023
FineMorphs: Affine-diffeomorphic sequences for regression
A multivariate regression model of affine and diffeomorphic transformati...
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03/16/2023
Preserving Derivative Information while Transforming Neuronal Curves
The international neuroscience community is building the first comprehen...
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08/17/2022
Image Varifolds on Meshes for Mapping Spatial Transcriptomics
Advances in the development of largely automated microscopy methods such...
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04/15/2022
A generative neural network model for random dot product graphs
We present GraphMoE, a novel neural network-based approach to learning g...
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02/06/2019
Diffeomorphic Medial Modeling
Deformable shape modeling approaches that describe objects in terms of t...
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06/28/2018
3D Normal Coordinate Systems for Cortical Areas
A surface-based diffeomorphic algorithm to generate 3D coordinate grids ...
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06/04/2018
Diffeomorphic Learning
We introduce in this paper a learning paradigm in which the training dat...
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01/09/2017
Information Pursuit: A Bayesian Framework for Sequential Scene Parsing
Despite enormous progress in object detection and classification, the pr...
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06/04/2008