cv
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Basics
| Name | Seunghun Baek |
| habaek4 at postech dot ac dot kr |
Education
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2021.08 - Present Pohang, South Korea
MSc/PhD Integrated Program
Pohang University of Science and Technology (POSTECH)
Artificial Intelligence
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2022.01 - 2022.07 Pittsburgh, USA
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2017.02 - 2021.06 Pohang, South Korea
Publications
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2024.05 OCL: Ordinal Contrastive Learning for Imputating Features with Progressive Labels
MICCAI 2024 - Early Accept (top ~11%)
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2024.01 Modality-Agnostic Style Transfer for Holistic Feature Imputation
IEEE ISBI 2024 - Oral Presentation (top ~14%)
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2023.01 Learning Covariance-Based Multi-Scale Representation of Neuroimaging Measures for Alzheimer Classification
IEEE ISBI 2023 - Poster Presentation
Teachings
- Spring 2024
[CSED499] Research Project
Mentor
- Fall 2023
[CSED211] Introduction to Computer Software Systems
Teaching Assistant
- Spring 2023
[CSED499] Research Project
Mentor
- Fall 2022
[CSED490F] Signal Processing
Teaching Assistant
- Fall 2021
[CSED199] Freshman Research Participation
Mentor
Languages
| Korean | |
| Native speaker |
| English | |
| Proficient |
Interests
| Artificial Intelligence | |
| Computer Vision & Machine Learning | |
| Representation Learning | |
| Data Efficient Learning | |
| Signal Processing |
| Medical Imaging | |
| Alzheimer's Disease | |
| Adolescent Brain Development |
Projects
- 2023.03 - 2023.10
AI-Driven BGA Solder Joint Failure Detection of PCB Assembly
POSTECH & SK hynix Research Project.
(1 domestic conference paper & 1 patent application)- Object Detection
- Long-tail Recognition