92 citations · 180 across the 19 of their papers we have counts for
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math.NA2022★ 3 cited
Image Varifolds on Meshes for Mapping Spatial Transcriptomics
Michael I Miller, Alain Trouvé, Laurent Younes
Advances in the development of largely automated microscopy methods such as MERFISH for imaging cellular structures in mouse brains are providing spatial detection of micron resolu…
math.DG2022★ 1 cited
Shape spaces: From geometry to biological plausibility
Nicolas Charon, Laurent Younes
This paper reviews several Riemannian metrics and evolution equations in the context of diffeomorphic shape analysis. After a short review of of various approaches at building Riem…
stat.ML2022
A generative neural network model for random dot product graphs
Vittorio Loprinzo, Laurent Younes
We present GraphMoE, a novel neural network-based approach to learning generative models for random graphs. The neural network is trained to match the distribution of a class of ra…