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Sponsored AI Networking Cookbook: Practical recipes for AI-assisted network automation and development AI Networking Cookbook: Practical recipes for AI-assisted network automation and development

Author

Hyun-Gyoon Kim

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Preprint Aug 2026

One-Sided Quantile Coupling for Flow Matching

Quantile Coupling Flow Matching is proposed, a lightweight one-sided coupling that improves over the Baseline under matched training budgets, reduces FID by up to 12.9%, and outperforms OT-CFM on all four datasets.

Jin-Young Kim, So-Yoon Cho, Hyun-Gyoon Kim · 0 citations

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