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Julius Stork

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Preprint Jul 2026

Interference and Retention in Continual Learning

From this analysis, Interference-Gated Functional Allocation (IGFA) is derived, a replay-free, Fisher-free method that shares directions when tasks align and protects them when they conflict and achieves lossless retention when tasks are structurally separable.

Julius Stork · 0 citations