Search Results for author: Megan Su

Found 3 papers, 1 papers with code

User Modeling Challenges in Interactive AI Assistant Systems

no code implementations29 Mar 2024 Megan Su, Yuwei Bao

Interactive Artificial Intelligent(AI) assistant systems are designed to offer timely guidance to help human users to complete a variety tasks.

A Knowledge Distillation Approach for Sepsis Outcome Prediction from Multivariate Clinical Time Series

no code implementations16 Nov 2023 Anna Wong, Shu Ge, Nassim Oufattole, Adam Dejl, Megan Su, Ardavan Saeedi, Li-wei H. Lehman

In this work, we use knowledge distillation via constrained variational inference to distill the knowledge of a powerful "teacher" neural network model with high predictive power to train a "student" latent variable model to learn interpretable hidden state representations to achieve high predictive performance for sepsis outcome prediction.

Knowledge Distillation Time Series +1

Can Foundation Models Watch, Talk and Guide You Step by Step to Make a Cake?

1 code implementation1 Nov 2023 Yuwei Bao, Keunwoo Peter Yu, Yichi Zhang, Shane Storks, Itamar Bar-Yossef, Alexander De La Iglesia, Megan Su, Xiao Lin Zheng, Joyce Chai

Despite tremendous advances in AI, it remains a significant challenge to develop interactive task guidance systems that can offer situated, personalized guidance and assist humans in various tasks.

Decision Making

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