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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 35 篇作者统计合作学者相似作者
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Alejandro Lozano,Jeffrey Nirschl, James Burgess, Sanket Rajan Gupte,Yuhui Zhang, Alyssa Unell, Serena Yeung-Levy
arxiv(2024)
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CoRR (2024)
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CoRR (2024)
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Hualin Yan,Jian-Feng Cai, Yingjian Zhao,Zimeng Jiang,Yingjie Zhang, Hang Ren,Yuhui Zhang,Huaping Li,Yu Long
MEASUREMENT SCIENCE AND TECHNOLOGYno. 2 (2024)
OPTICS AND LASER TECHNOLOGY (2024): 110648
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)
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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