AINeutralarXiv – CS AI · 9h ago6/10
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The E$\Delta$-MHC-Geo Transformer: Adaptive Geodesic Operations with Guaranteed Orthogonality
Researchers present the E∆-MHC-Geo Transformer, a novel deep learning architecture that maintains orthogonality in residual connections across all input values and parameters, outperforming existing methods like JPmHC and GPT on stability and rotation metrics while using 33% fewer layers.