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IW
Researcher

Inna Wanyin Lin

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A researcher affiliated with the Paul G. Allen School of Computer Science & Engineering at the University of Washington.

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  • research1

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  • technical1

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  • breakthrough1

Associated AI Models

Llama-3.2-11B1Llama-3.2-90B1GPT-4o1Claude 3.5 Sonnet1

Writes About

Pang Wei KohResearcher
1 article
Scott GengResearcher
1 article
Yushi HuResearcher
1 article
Shuyue Stella LiResearcher
1 article

Articles

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Articles Written

Inna Wanyin Lin as author

Training a VLM Judge Without Human Labels
arXivresearchpositiveDec 9, 2025

A self-training framework for Vision-Language Model judges can achieve competitive performance without human annotations, with a Llama-3.2-11B model outperforming larger models like GPT-4o and Claude 3.5 Sonnet on multimodal evaluation benchmarks.

“Author of "Training a VLM Judge Without Human Labels" on arXiv”

Computer VisionMultimodal AIAI ResearchFoundation Models