5 citations · 15 across the 12 of their papers we have counts for
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cs.LG2022★ 1 cited
On Non-Linear operators for Geometric Deep Learning
Grégoire Sergeant-Perthuis, Jakob Maier, Joan Bruna +1
This work studies operators mapping vector and scalar fields defined over a manifold , and which commute with its group of diffeomorphisms .…
cs.AI2022★ 1 cited
Regionalized Optimization
Grégoire Sergeant-Perthuis
We propose a theoretical framework for non redundant reconstruction of a global loss from a collection of local ones under constraints given by a functor; we call this loss the reg…