High-Rank Grouped Delta Operators Enable Dynamic Geometric Transformations in Residual Networks
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Abstract
HRG-Delta replaces standard residual rank-1 reflections with rank-$r$ grouped subspace transformations, using dynamically generated orthonormal bases and bounded gating coefficients.
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View paper (DOI)Open access versionOpenAlexZenodo (CERN European Organization for Nuclear Research)Published 2026-10-02
Authors: Ammar Ladjailia, Aida Bouzid, Hafed Zarzour, Yonis Gulzar, Mohannad Alkanan, Musrrat Ali
Institutions: King Faisal University, Mohamed-Cherif Messaadia University