Basic Layers In SPDNET, TSMNET, and Statistical Results of Scaling in the LieBN | HackerNoonThe LieBN framework extends batch normalization to Riemannian manifolds, specifically SPD matrices, improving performance in relevant applications.
A Lie Group Approach to Riemannian Batch Normalization: Experimental Results | HackerNoonLieBN demonstrates significant performance improvements in SPDNet when optimal metrics and configurations are employed for different datasets.
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.
A Lie Group Approach to Riemannian Batch Normalization: Experimental Results | HackerNoonLieBN demonstrates significant performance improvements in SPDNet when optimal metrics and configurations are employed for different datasets.
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.