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Byoungwoo Park

Master student @ KAIST

I am pursuing a Master’s degree in artificial intelligence at KAIST advised by Professor Juho Lee. My primary research interests are in generative models, state space models, and variational inference utilizing stochastic optimal control, with the goal of developing practical applications grounded in a thorough theoretical understanding.

news

Oct 12, 2024 A paper got accepted to NeurIPS2024 and received the NeurIPS 2024 Scholar Award.
Apr 25, 2023 A paper got accepted to ICML2023.

selected publications

  1. concept.png
    Amortized Control of Continuous State Space Feynman-Kac Model for Irregular Time Series
    Byoungwoo Park, Hyungi Lee, and Juho Lee
    submitted, 2024
    NeurIPS 2024 workshop on Bayesian Decision-making and Uncertainty
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    Stochastic Optimal Control for Diffusion Bridges in Function Spaces
    Byoungwoo Park, Jungwon Choi, Sungbin Lim^, and Juho Lee^
    Advances in Neural Information Processing Systems (NeurIPS), 2024