Jinhee Kim
Ph.D candidate
Kim Jaechul Graduate School of Artificial Intelligence, KAIST
Contact: seharanul17@kaist.ac.kr
About Me
I am a Ph.D student at KAIST AI, advised by Professor Jaegul Choo. I earned my B.S in Computer Science and Engineering at Korea University, graduating Summa Cum Laude. My research interests lie in deep learning for healthcare, user interaction, computer vision, and time-series analysis.
Research interest
Deep learning
User interaction
Healthcare
Time-series analysis
Honors and Awards
Student Travel Award, MICCAI, 2022
Best Poster Award, The AI Korea, 2022
Kyunghyun Cho Travel Grant, ICLR, 2020
Scholarship for Summa Cum Laude in Computer Science and Engineering, Korea University, 2019
Google Women Techmakers APAC Scholarship, Google, 2018
NAVER Scholarship, NAVER, 2018
Preprints [Google scholar]
Selected Publications [Google scholar]
Morphology-Aware Interactive Keypoint Estimation
J. Kim,* T. Kim,* T. Kim, J. Choo, D. Kim, B. Ahn, I. Song, and Y. Kim
(*: equal contributions)
International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI), 2022.
😀Accepted with 13% first-round provisional acceptance rate.
Reversible Instance Normalization for Accurate Time-Series Forecasting against Distribution Shift
T. Kim,* J. Kim,* Y. Tae, C. Park, J. Choi, and J. Choo
(*: equal contributions)
International Conference on Learning Representations (ICLR), 2022.
D. Kim,* J. Kim,* T. Kim, T. Kim, Y. Kim, I. Song, B. Ahn, J. Choo, and D. Lee
(*: equal contributions)
Orthodontics & Craniofacial Research, 2021.
Missing Value Imputation of Time-Series Air-Quality Data via Deep Neural Networks
T. Kim, J. Kim, W. Yang, H. Lee, J. Choo
International journal of environmental research and public health, 2021.
T. Kim,* J. Kim,* H. Choi, E. Kim, B. Keum, Y. Jeen, H. Lee, H. Chun, S. Han, D. Kim, S. Kwon, J. Choo, and J. Lee (*: equal contributions)
Scientific Reports, 2021.
End-to-end multi-task learning of missing value imputation and forecasting in time-series data
J. Kim,* T. Kim,* J. Choi, and J. Choo (*: equal contributions)
International Conference on Pattern Recognition (ICPR), 2020.
Education
Korea Advanced Institute of Science and Technology (KAIST) March 2020 - Aug 2024
Integrated M.S and Ph.D. student in Kim Jaechul Graduate School of Artificial Intelligence
Advisor: Professor Jaegul Choo
Korea University March 2019 - December 2019
M.S student in Computer Science and Engineering
Advisor: Professor Jaegul Choo
Korea University March 2015 - February 2019
B.S in Computer Science and Engineering
Valedictorian of College of Informatics