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arXiv cs.LG · Papers

LieBN: Batch Normalization over Lie Groups

arXiv:2607.08783v1 Announce Type: new Abstract: Manifold-valued measurements are prevalent in various machine learning tasks. Recent advances have extended Deep Neural Networks (DNNs) to operate on manifolds, accompanied by normalization techniques tailored to different geometries, collectively referred to as Riemannia