Proposing A Novel Framework Called LieBN: A Conclusion | HackerNoonLieBN offers a new method for batch normalization on Lie groups, enhancing both sample and population norm calculations.
A Brief Review of the Lie Group and the Geometries of SPD Manifolds | HackerNoonThe paper introduces Riemannian normalization techniques on Lie groups, focusing on LieBN's effectiveness in SPD manifold applications.
Proposing A Novel Framework Called LieBN: A Conclusion | HackerNoonLieBN offers a new method for batch normalization on Lie groups, enhancing both sample and population norm calculations.
A Brief Review of the Lie Group and the Geometries of SPD Manifolds | HackerNoonThe paper introduces Riemannian normalization techniques on Lie groups, focusing on LieBN's effectiveness in SPD manifold applications.
Researchers Unlock Advanced Building Blocks for Neural Networks on Matrix Manifolds | HackerNoonInnovative approaches for deep learning on SPD and Grassmann manifolds can significantly advance performance, yet they currently lack some foundational mathematical frameworks.