Myungsu Chae


I am a Chief Executive Officer (CEO) of Nota Incorporated (AI Tech. Start-up).
My Curriculum Vitae can be found here (last updated: 4th, March, 2019).
[NEWS] Nota will be appeared at Consumer Electronic Show (CES) in Las Vegas, United States.

Affiliation

Education

Research Experience
 
My primary research interest is applying machine learning (ML) algorithms to real-world fields. Especially, I am highly interested in Multi-task learning, Multi-modal learning, Deep learning model compression.
  • On-device face authentication using deep learning model compression
    • Research period: 06. 2019 - Current.
    • Main role: Developing core algorithm for authentication model based on deep learning on edge device.
    • Research output:
      • [Patent Pending (KR)] Method and apparatus for face continuous authentication,
        by Myungsu Chae [Patent Application No. 
        10-2019-0170112]
      • [Patent Pending (KR)] Method and apparatus for initializing deep learning model by distributed leveling,
        by Myungsu Chae [Patent Application No. 
        10-2019-0170492]
      • [Patent Pending (KR, PCT)] Deep learning based real-time on-device face authentication system,
        by Myungsu Chae [Patent Application No. 
        10-2019-0170529]
    • Multi-modal bio-metrics analysis
    • Network compression for on-device ML
      • Research period: 09. 2018 - Current.
      • Main role: Developing core algorithm for network compression and managing the project.
      • Research output:
      • End-to-end multi-task learning from speech
      • Outlier detection and pattern recognition
        • Research period: 07. 2016 - 12. 2016.
        • Advisor: Sungkwan Jung (Team leader, KI-ITC)
        • Main role: Developing {a predictive model / an outlier detection model / a clustering model} of power usage.
        • Research output:
          • Consulting for Outlier Detection and Pattern Recognition through Advanced Metering Infrastructure (AMI) Data,
            by Myungsu Chae, Sungkwan Jung,
            Technical Report, Korea Electronic Power Corporation Research Institute (KEPRI), 2016.
      • Miscellaneous
        • Real-time Face Recognition using OpenCV embedded on Raspberry Pi.
        • Tumor Severity-level Classification from Brain MRI.

      Awards and Honors

      Extra Activities (Academic)
      • Participant, The 16th IEEE International Conference on Data Mining (ICDM), Dec. 2016.
      • Participant, The 29th Neural Information Processing Systems (NIPS), Dec. 2015.
      • Participant, Pattern Recognition and Machine Learning Winter School, Feb. 2014.
      • Academic Mentor, Tutoring Program, Soongsil University, 2011 - 2012. [Photo]
      Extra Activities (Leadership)
      • Distinguished Recruit Award, Korean Army Training Center, Jan. 2017. (Selected 3 out of 133 trainees) [Photo]
      • Vice President, Graduate School Basketball Team "KAISER", KAIST, 2015 - 2016.
      • Participant, Asian Science and Technology Pioneering Institutes of Research and Education (ASPIRE) E-Olympics, Aug. 2014. [Article]
      • Club President, Basketball Team "OPTIMUM", Soongsil University, 2011 - 2013.
      • Student Representative & Student Union, Dept. of IISE, Soongsil University, 2009 - 2010.

      Contact Information

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