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Youngwan Lee

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#artificial intelligence Preprint Oct 2026

Trinity: Self-Evolving Vision-Language Models with a Self-Verifier

Self-evolving vision-language models (VLMs), a form of self-improvement in which a model generates its own training data from unlabeled images, are a promising route toward agents that expand their reasoning capability in an unsupervised manner, without relying on ever-larger annotation budgets. Existing methods pair a...

Youngwan Lee, Yong-Ju Lee, Sung Ju Hwang · 1 citation

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