Glossary · Math & training

Transfer Learning

Starting from representations or parameters learned on one data distribution or objective and adapting them for another. The transferable components and update strategy depend on architecture and task.

Common confusion

Transfer is not limited to later layers, and successful transfer is not guaranteed when source and target tasks differ sharply.

Related terms

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