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 $\mathcal{M}$, and which commute with its group of diffeomorphisms $\text{Diff}(\mathcal{M})$.…