Bio

I am working as machine learning research engineer. You can access my latest CV (2024.02) and Google Scholar.

Publications

Joint Embedding Predictive Architecture for Self-Supervised Learning of Mask Classification Architecture
Dong-Hee Kim, Sungduk Cho, Hyeonwoo Cho, Chanmin Park, Jinyoung Kim, Won Hwa Kim. Under Review, 2024

What Matters for Out-of-Distribution Detectors using Pre-trained CNN?
Dong-Hee Kim, Jaeyoon Lee and Ki-Seok Chung. International Conference on Computer Vision Theory and Applications, 2022. pdf

EdgeRL: A Light-Weight C/C++ Framework for OnDevice Reinforcement Learning
Sang-Soo Park, Dong-Hee Kim, Jun-Gu Kang and Ki-Seok Chung. The 18th International SoC Conference, 2021. pdf

A Confidence-Calibrated MOBA Game Winner Predictor
Dong-Hee Kim, Changwoo Lee and Ki-Seok Chung. IEEE Conference on Games, 2020. Arxiv, Video

Education

Sep. 2019 - Aug. 2021: M.S. in Electronic and Computer Engineering, Hanyang University
Mar. 2014 - Aug. 2019: B.S. in Electronic Engineering, Hanyang University