Geometry-Preserving Neural Architectures on Manifolds with Boundary

Karthik Elamvazhuthi, Shiba Biswal, Kian Rosenblum +4

A growing number of neural architectures have been proposed to enforce geometric constraints, including projection-based networks, exponential-map updates, constrained output layer…