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Yizhou Yu

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#machine learning Preprint Aug 2026

One Adapter, Many Tasks: Task-Conditioned Feature Transformations for Continual Learning

FACET proposes an efficient replay-free task-conditioned feature consistency loss, aiming to mitigate catastrophic forgetting of the learned mixture distribution in the adapter's feature space, and demonstrates robust scalability.

Yunxiang Fu, Meng Lou, Yizhou Yu · 0 citations