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LieBN

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04:08
2026-07-13
machinebrief.com
machine-learning

Riemannian Normalization Reimagined: LieBN's New Approach

Researchers have introduced LieBN, a novel Riemannian batch normalization framework that leverages Lie group properties to overcome limitations of existing methods, achieving applicability across nine…

04:00
2026-07-13
arxiv.org
machine-learning

LieBN: Batch Normalization over Lie Groups

Researchers propose LieBN, a framework for Riemannian Batch Normalization over Lie groups that leverages left- and right-invariant metrics to normalize manifold-valued sample distributions. The framew…

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