Riemannian geometry approach to Deep Neural Networks
A singular Riemannian geometry approach to Deep Neural Networks I. Theoretical foundations.
Principles of Riemannian Geometry in Neural Networks, Video
Some fuckin nonsense : ChebLieNet, a spectral graph neural network turned equivariant by Riemannian geometry on Lie groups
Riemannian Residual Networks
Pseudo-Riemannian Graph Convolutional Networks
Semi-Riemannian Graph Convolutional Networks
https://www.intlpress.com/site/pub/pages/journals/items/mcgd/content/vols/0002/0001/a001/index.php?mode=ns
Directed Graph Embeddings in Pseudo-Riemannian Manifolds
https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7996742/
https://openreview.net/forum?id=sf2BxJNXC3K