59 citations · 62 across the 9 of their papers we have counts for
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cs.LG2022★ 1 cited
Analysis of (sub-)Riemannian PDE-G-CNNs
Gijs Bellaard, Daan L. J. Bon, Gautam Pai +2
Group equivariant convolutional neural networks (G-CNNs) have been successfully applied in geometric deep learning. Typically, G-CNNs have the advantage over CNNs that they do not…
math.DG2022★ 1 cited
Geodesic Tracking via New Data-driven Connections of Cartan Type for Vascular Tree Tracking
Nicky van den Berg, Bart Smets, Gautam Pai +2
We introduce a data-driven version of the plus Cartan connection on the homogeneous space of 2D positions and orientations. We formulate a theorem that describes all…
cs.CV2022
Implicit field supervision for robust non-rigid shape matching
Ramana Sundararaman, Gautam Pai, Maks Ovsjanikov
Establishing a correspondence between two non-rigidly deforming shapes is one of the most fundamental problems in visual computing. Existing methods often show weak resilience when…