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Rethinking VLMs and LLMs for image classification.

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Title: Rethinking VLMs and LLMs for image classification.
Authors: Cooper A; Fujitsu Research of America, Santa Clara, CA, USA., Kato K; Fujitsu Limited, Kawasaki, Japan. kato.keizo@jp.fujitsu.com., Shih CH; Fujitsu Research of America, Santa Clara, CA, USA.; University of Illinois at Urbana-Champaign, Urbana, IL, USA., Yamane H; Fujitsu Limited, Kawasaki, Japan., Vinken K; Fujitsu Research of America, Santa Clara, CA, USA., Takemoto K; Fujitsu Limited, Kawasaki, Japan., Sunagawa T; Fujitsu Limited, Kawasaki, Japan., Yeh HW; Fujitsu Limited, Kawasaki, Japan., Yamanaka J; Fujitsu Research of America, Santa Clara, CA, USA., Mason I; Fujitsu Research of America, Santa Clara, CA, USA., Boix X; Fujitsu Research of America, Santa Clara, CA, USA.
Source: Scientific reports [Sci Rep] 2025 Jun 04; Vol. 15 (1), pp. 19692. Date of Electronic Publication: 2025 Jun 04.
Publication Type: Journal Article
Journal Info: Publisher: Nature Publishing Group Country of Publication: England NLM ID: 101563288 Publication Model: Electronic Cited Medium: Internet ISSN: 2045-2322 (Electronic) Linking ISSN: 20452322 NLM ISO Abbreviation: Sci Rep Subsets: MEDLINE; PubMed not MEDLINE
Database: MEDLINE Ultimate
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  Data: Rethinking VLMs and LLMs for image classification.
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  Data: <searchLink fieldCode="AU" term="%22Cooper+A%22">Cooper A</searchLink>; Fujitsu Research of America, Santa Clara, CA, USA.<br /><searchLink fieldCode="AU" term="%22Kato+K%22">Kato K</searchLink>; Fujitsu Limited, Kawasaki, Japan. kato.keizo@jp.fujitsu.com.<br /><searchLink fieldCode="AU" term="%22Shih+CH%22">Shih CH</searchLink>; Fujitsu Research of America, Santa Clara, CA, USA.; University of Illinois at Urbana-Champaign, Urbana, IL, USA.<br /><searchLink fieldCode="AU" term="%22Yamane+H%22">Yamane H</searchLink>; Fujitsu Limited, Kawasaki, Japan.<br /><searchLink fieldCode="AU" term="%22Vinken+K%22">Vinken K</searchLink>; Fujitsu Research of America, Santa Clara, CA, USA.<br /><searchLink fieldCode="AU" term="%22Takemoto+K%22">Takemoto K</searchLink>; Fujitsu Limited, Kawasaki, Japan.<br /><searchLink fieldCode="AU" term="%22Sunagawa+T%22">Sunagawa T</searchLink>; Fujitsu Limited, Kawasaki, Japan.<br /><searchLink fieldCode="AU" term="%22Yeh+HW%22">Yeh HW</searchLink>; Fujitsu Limited, Kawasaki, Japan.<br /><searchLink fieldCode="AU" term="%22Yamanaka+J%22">Yamanaka J</searchLink>; Fujitsu Research of America, Santa Clara, CA, USA.<br /><searchLink fieldCode="AU" term="%22Mason+I%22">Mason I</searchLink>; Fujitsu Research of America, Santa Clara, CA, USA.<br /><searchLink fieldCode="AU" term="%22Boix+X%22">Boix X</searchLink>; Fujitsu Research of America, Santa Clara, CA, USA.
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  Data: <searchLink fieldCode="JN" term="%22101563288%22">Scientific reports</searchLink> [Sci Rep] 2025 Jun 04; Vol. 15 (1), pp. 19692. <i>Date of Electronic Publication: </i>2025 Jun 04.
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        Value: 10.1038/s41598-025-04384-8
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        Text: English
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        StartPage: 19692
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              Text: 2025 Jun 04
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