Möbius Convolutions for Spherical CNNs
Event Type
Technical Paper
Interest Areas
Research & Education
Presentation Types
In Person
Registration Categories
Full Conference Supporter
Full Conference
Exhibitor Additional Full Conference
Exhibitor Full Conference
This session WILL NOT be recorded.
TimeWednesday, 10 August 20229am - 9:05am PDT
LocationEast Building, Room 1-3
DescriptionWe present a novel, Möbius-equivariant spherical convolution operator which we call Möbius convolution and, with it, develop the foundations for Möbius-equivariant spherical CNNs. The resulting framework is both flexible and descriptive, and we demonstrate its utility by achieving promising results in both geometry and image-processing tasks.