Author

J. Lim

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#machine learning Preprint Sep 2026

Parameter isolation with domain-specific experts for incremental audio classification

This paper proposes a new domain-specific parameter-isolation architecture that retains all past domains, and mitigates catastrophic forgetting through a full-order recurrent update, constructing a new expert using domain-specific data conditioned on all previously frozen models.

Jongyeon Park, Do H. Lim, Sang-won Park et al. · 0 citations