基本信息
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职业迁徙
个人简介
I enjoy applying machine learning to visual, text, and audio data; in particular for healthcare applications. Some of my work pertains to transfer learning for bio/medical data (e.g. detecting diabetic retinopathy, breast cancer), and I have also developed methods to interpret such vision/audio models (model explanation) for medical applications. During my graduate studies, I applied natural language processing and computer vision techniques to generate descriptions of events depicted in videos and images.
研究兴趣
论文共 54 篇作者统计合作学者相似作者
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Katrin Tomanek,Jimmy Tobin,Subhashini Venugopalan, Richard Cave, Katie Seaver,Jordan R. Green, Rus Heywood
ICASSP 2024 - 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)pp.10846-10850, (2024)
Haining Pan, Nayantara Mudur, Will Taranto, Maria Tikhanovskaya,Subhashini Venugopalan, Yasaman Bahri,Michael P. Brenner, Eun-Ah Kim
arxiv(2024)
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arxiv(2023)
Shanqing Cai,Subhashini Venugopalan,Katrin Tomanek,Shaun Kane,Meredith Ringel Morris,Richard Cave,Robert Macdonald,Jon Campbell, Blair Casey,Emily Kornman, Daniel E Vance,Jay Beavers
CHI Extended Abstractspp.1-8, (2023)
Shanqing Cai,Subhashini Venugopalan, Katie Seaver,Xiang Xiao,Katrin Tomanek, Sri Jalasutram,Meredith Ringel Morris,Shaun Kane,Ajit Narayanan, Robert L. MacDonald, Emily Kornman, Daniel Vance,
CoRR (2023)
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Samuel J. Yang, Shutong Li,Subhashini Venugopalan, Vahe Tshitoyan,Muratahan Aykol,Amil Merchant,Ekin Dogus Cubuk, Gowoon Cheon
arxiv(2023)
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Lauren Schiff,Bianca Migliori,Ye Chen, Deidre Carter, Caitlyn Bonilla, Jenna Hall,Minjie Fan, Edmund Tam,Sara Ahadi, Brodie Fischbacher,Anton Geraschenko,Christopher J. Hunter,
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