CV

Minkyu Choi's CV

General Information

Full Name Minkyu Choi
Languages English, Korean

Education

  • 2020-2024
    PhD Candidate in Elctrical Computer Engineering
    University of Michigan, Ann Arbor, MI, USA
    • [Focus] Machine learning & Computational neuroscience
    • [Thesis] Harmonizing Machine and Human Vision - A Deep Learning Journey from Retina to Cortical Interpretation
  • 2015-2017
    MS Degree in Electrical Engineering
    Korea Advanced Institute of Science and Technology (KAIST), Daejeon, Korea
    • [Focus] Machine learning & Robotics
    • [Thesis] Predictive coding for dynamic visual processing - development of functional hierarchy in a multiple spatiotemporal scales RNN model
  • 2009-2015
    BS Degree in Electrical Engineering
    Yonsei University, Seoul, Korea

Experience

  • 2022
    Research Intern
    Samsung Research America
    • Worked on virtual human project.

Research Interests

  • Machine Learning
    • Vision Foundation Model
    • Multimodal Representation Learning
    • Medical Imaging
  • Computational Neuroscience
    • Modeling Human Visual Systems
    • Retina
    • Visual Cortex