Welcome to my blog 👋

My research interests are interpretable artificial intelligence and computer vision. The goal is to make machine learning easy for anyone to understand and use. Through a machine learning model that people can understand, i want to create a service that can provide good results at a low cost for many protected people who are unable to access quality services.

Master of Artificial Intelligence

• Gwangju Institute of Science and Technology (GIST), March 2021 ~

Bachelor of Computer Software

• The University of Silla, March 2017 - February 2021

Research Interests

I’m passionate about self-supervised learning and believe it has the potential to transform computer vision. I’m skilled in Python and deep learning frameworks such as PyTorch. I’m a creative problem-solver and enjoy collaborating with others to tackle complex challenges. I’m excited to contribute my skills and expertise to advance the field of computer vision though self-supervised learning.

Publication

[1] Nami Seo, Changwook Ahn. Random Selection based Loss Function for Self-supervised Learning. Proceedings of the Korean Information Science Society Conference, 2022, 1070-1072. [paper]

[2] Nami Seo, et al. Fault Detection of Ceramic Images by Using PCM Algorithm. Proceedings of the Korean Institute of Information and Commucation Sciences Conference, 2019, 23.2: 323-325. [paper]