Presentation
Möbius Convolutions for Spherical CNNs
SessionTechnical Papers
Event Type
Technical Paper
Research & Education
Virtual
Full Conference Supporter
Full Conference
Virtual Conference Supporter
Virtual Conference
Exhibitor Additional Full Conference
Exhibitor Full Conference
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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.
