geometric

Definition

Grounded in shape, space, and symmetry. Geometric deep learning is the programme of deriving architectures from the symmetry group of the domain they act on, which unifies CNNs on grids, GNNs on graphs, and networks on meshes and manifolds under one account. Beware the unrelated sense in "geometric series" and "geometric mean", which is about ratios; only context separates them.