Ahyun Seo

I am a Ph.D student in the Department of Computer Science and Engineering at POSTECH, South Korea, working as a member of the Computer Vision Lab, advised by Prof. Minsu Cho. My research lies in the areas of computer vision and machine learning, especially in the problems of symmetry detection, image segmentation and equivariant learning.

Feel free to contact me via email or visit my Github and Google Scholar.

News & Annoucements

Feb 7, 2023 Joined NVIDIA as an Intern.
Mar 1, 2022 A paper is accepted in CVPR 2022.
Jul 26, 2021 A paper is accepted in ICCV 2021.

Publications

  1. Reflection and Rotation Symmetry Detection via Equivariant Learning
    Ahyun Seo, Byungjin Kim, Suha Kwak, and Minsu Cho
    IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) , 2022
    arXiv Code Project page Dataset
  2. Learning to Discover Reflection Symmetry via Polar Matching Convolution
    Ahyun Seo*, Woohyeon Shim*, and Minsu Cho

    (*equal contributions)

    IEEE/CVF International Conference on Computer Vision (ICCV) , 2021
    arXiv Code Project page

Experience

Feb, 2023 - Present NVIDIA (Remote)
Machine learning engineer intern
  • Mentor: Taeeun Choe, Jeongseock Joo

Honors

Awards
  • Qualcomm Innovation Fellowship Finalist (South Korea) (2022)
  • Qualcomm Innovation Fellowship Finalist (South Korea) (2021)
Professional services
  • Reviewer of CVPR 2023, ICCV 2023

Education

Mar, 2018 - Present Pohang University of Science and Technology (POSTECH), Pohang, South Korea
Integrated M.S./Ph.D. student in Computer Science and Engineering
Advisor: Prof. Minsu Cho
Mar, 2012 - Feb, 2018 Pohang University of Science and Technology (POSTECH), Pohang, South Korea
B.S in Mechanical Engineering

Teaching

Teaching assistant in the external courses
  • Hyundai Steel AI training course project advisory (May 2021)
  • SK Hynix ML Champion course (August 2020)
  • Samsung Electronics Artificial intelligence capabilities training course (August 2018)
  • POSCO AI expert training course (June-July 2018)
Teaching assistant in the courses in POSTECH
  • CSED441 Computer Vision (2018)
  • CSED232 Object-oriented programming (2018 Spring)