# Representation Alignment from a Few Paired Data via Distilled Optimal Transport

**Published:** October 12, 2026
**Author:** Julien Kordes, Reuben Dorent
**Source:** arXiv — cs.AI
**Language:** en-US
**HTML:** https://aiqazaqstan.com/en/articles/representation-alignment-from-a-few-paired-data-via-distilled-optimal-tr

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…

> From the original source: **arXiv — cs.AI**
> [Read full article at arXiv — cs.AI](https://arxiv.org/abs/2610.12781)

**Tags:** #arXiv

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