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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 rigorous theoretical understanding.

My name (병우) is (pronounced like)

Contact: bw.park [at] kaist [dot] ac [dot] kr
Follow: Google Scholar | LinkedIn | bw-park | @bw__park

news

Feb 11, 2025 A paper got accepted to ICLR 2025 and selected to be oral presentation.
Oct 12, 2024 A paper got accepted to NeurIPS 2024 and received the NeurIPS 2024 Scholar Award.
Apr 25, 2023 A paper got accepted to ICML 2023.

selected publications

  1. concept_thumbnail.jpeg
    Amortized Control of Continuous State Space Feynman-Kac Model for Irregular Time Series
    Byoungwoo Park, Hyungi Lee, and Juho Lee
    International Conference on Learning Representations (ICLR), 2025
    Oral Presentation at ICLR [Top 1.8%]
    NeurIPS 2024 Workshop on Bayesian Decision-making and Uncertainty
  2. cat2wild_128.gif
    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