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Representation Alignment from a Few Paired Data via Distilled Optimal Transport

arXiv:2610.12781v1 Announce Type: new Abstract: Aligning two independently pretrained unimodal encoders typically demands millions of paired examples. In this paper, we study the regime where only $N \sim 100$--$500$ pairs are available, while unpaired data on either side is abundant. Our method ex…

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  1. 2026-10-12 04:00 · arXiv cs.AI
    Representation Alignment from a Few Paired Data via Distilled Optimal Transport

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