[KongchangAI]
Conceptpaired memory banks

Paired Memory Bank

A mechanism in SimOPD used to store student-generated responses together with their corresponding teacher internal representations. It draws on the memory bank concept from contrastive learning but is adapted into a paired form to support relational supervision.

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Oct 19

SimOPD maintains a pair of paired memory banks that store student-generated responses and their corresponding teacher internal representations, and extracts from them the similarity distribution among responses in the teacher's representation space as the relational supervisory signal.

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