Matthew C. Jones

Bridging Equivariant GNNs and Spherical CNNs for Structured Physical Domains

Many modeling tasks from disparate domains can be framed the same way, computing spherical signals from geometric inputs, for example, computing the radar response of different objects or navigating through an environment. This paper introduces G2Sphere, a general method for mapping object geometrie…