Foundations of Equivariant Deep Learning: Unifying Graph and Sheaf Neural Networks

Yoshihiro Maruyama

Symmetry is everywhere in nature and society. Geometric deep learning builds architectures respecting group symmetries, whereas topological deep learning organizes computation thro…