基本信息
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职业迁徙
个人简介
My research focuses on multi-modal machine learning (e.g., vision and language) and applications to health and broad science. Our recent works explain the representation space geometry from multi-modal contrastive learning (ICLR'24, ICLR'23, NeurIPS'22), investigate emergent behaviors of multi-modal foundation models (ICLR'23, ACL'23, NeurIPS'23, TMLR'23), solve novel tasks by compounding vision-language foundation models (CVPR'24, Preprint'24, Preprint'23), and adapt these foundation models to health (ML4H'22, JAMIA'21, npj Digital Medicine'19, npj Digital Medicine'18). I have also contributed to many open-source systems, including Stanza, HELM, Jiuge, and OpenLM (ACL'20, TMLR'22, ACL'19).
研究兴趣
论文共 27 篇作者统计合作学者相似作者
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CoRR (2024)
引用0浏览0EI引用
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Ian R. McKenzie,Alexander Lyzhov,Michael Pieler,Alicia Parrish,Aaron Mueller, Ameya Prabhu, Euan McLean, Aaron Kirtland,Alexis Ross,Alisa Liu, Andrew Gritsevskiy, Daniel Wurgaft,
CoRR (2023)
引用38浏览0EI引用
38
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Weixin Liang,Yuhui Zhang,Hancheng Cao, Binglu Wang,Daisy Ding, Xinyu Yang,Kailas Vodrahalli, Siyu He, Daniel Smith, Yian Yin,Daniel McFarland,James Zou
CoRR (2023)
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0
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arXiv (Cornell University) (2023)
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1
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