(08/2019-12/2021) Assistant Professor of ECE, University of Hawaii
(05/2016-07/2019) Research Fellow of EECS, University of Michigan
(08/2015-05/2016) Postdoctoral Research Associate of Math, Purdue University
(06/2013-07/2013) Graduate Intern, Samsung Advanced Institute of Technology
(05/2011-07/2011) Graduate Intern, Intel Labs
Journal Articles
(2023)
Improved test input prioritization using verification monitors with false prediction cluster centroids.
ELECTRONICS.
13,
1:21
(2023)
An improved iterative neural network for high-quality image-domain material decomposition in dual-energy CT.
MEDICAL PHYSICS.
50,
4
(2023)
Momentum-Net: Fast and Convergent Iterative Neural Network for Inverse Problems.
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE.
45,
4
(2023)
Improved real-time monocular SLAM using semantic segmentation on selective frames.
IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS.
24,
3
Conference Paper
(2024)
End-to-end driving system using pseudo-expert driving data.
제36회 영상처리 및 이해에 관한 워크샵.
KOREA, REPUBLIC OF
(2024)
Improving blind motion deblurring using deep-learning approach with coded exposure photography.
제36회 영상처리 및 이해에 관한 워크샵.
KOREA, REPUBLIC OF
(2024)
Light-field reconstruction from focal stack using denoising diffusion restoration models.
제36회 영상처리 및 이해에 관한 워크샵.
KOREA, REPUBLIC OF
(2024)
Towards improving detecting cancer with a high recurrence risk with balanced contrastive learning.
제36회 영상처리 및 이해에 관한 워크샵.
KOREA, REPUBLIC OF
(2023)
CDPW-S3R3: Self-supervised super-resolution imaging using conditional diffusion model.
2023 한국인공지능학회 추계학술대회.
KOREA, REPUBLIC OF
(2023)
Supervised contrastive learning for improving mental illness detection using smartwatch ECG.
2023 한국인공지능학회 추계학술대회.
KOREA, REPUBLIC OF
(2023)
A study on the autonomous driving system using infant motor vehicle.
한국정보처리학회 추계학술대회.
KOREA, REPUBLIC OF
(2023)
Implementation of autonomous ride-on toy car algorithm based on Arduino.
한국정보처리학회 추계학술대회.
KOREA, REPUBLIC OF
(2022)
Self-supervised super-resolution imaging using denoising diffusion probabilistic model.
2022 한국인공지능학회 & 네이버 추계 공동학술대회.
KOREA, REPUBLIC OF
