#riemannian-geometry
#riemannian-geometry

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Basic Layers In SPDNET, TSMNET, and Statistical Results of Scaling in the LieBN | HackerNoon

The new LieBN framework provides a systematic way to extend batch normalization to Riemannian manifolds, specifically catering to SPD (symmetric positive definite) matrices.

Artificial intelligence

#normalization

Artificial intelligence

fromHackernoon

2 months ago

A Lie Group Approach to Riemannian Batch Normalization: Experimental Results | HackerNoon

LieBN demonstrates significant performance improvements in SPDNet when optimal metrics and configurations are employed for different datasets.

fromHackernoon

2 months ago

Node JS

A Brief Review of the Lie Group and the Geometries of SPD Manifolds | HackerNoon

Artificial intelligence

fromHackernoon

2 months ago

A Lie Group Approach to Riemannian Batch Normalization: Experimental Results | HackerNoon

LieBN demonstrates significant performance improvements in SPDNet when optimal metrics and configurations are employed for different datasets.

fromHackernoon

2 months ago

Node JS

A Brief Review of the Lie Group and the Geometries of SPD Manifolds | HackerNoon

more#normalization

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#riemannian-geometry#riemannian-geometry

Basic Layers In SPDNET, TSMNET, and Statistical Results of Scaling in the LieBN | HackerNoon

A Lie Group Approach to Riemannian Batch Normalization: Experimental Results | HackerNoon

A Brief Review of the Lie Group and the Geometries of SPD Manifolds | HackerNoon

A Lie Group Approach to Riemannian Batch Normalization: Experimental Results | HackerNoon

A Brief Review of the Lie Group and the Geometries of SPD Manifolds | HackerNoon

#riemannian-geometry
#riemannian-geometry