Author

Dante Lok

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Jul 2026

Gate-Zero Growth: A Geometric Framework for Function-Preserving Continual Learning

The same geometric analysis covers LoRA, ReZero, and zero-init adapter constructions, establishing gate-zero growth as the canonical instance of a shared local geometry that governs safe capacity activation in CL.

Dante Lok · arXiv.org · 0 citations