Sehyun Hwang
I am a Ph.D. student at the POSTECH Computer Vision Lab, under the guidance of Prof. Suha Kwak, within the Department of Computer Science Engineering at POSTECH.
My research interest lies in various aspects of machine learning and computer vision including, but not limited to, active learning, domain adaptation, debiasing and its applications. I recently interested in using active learning to address challenges like data shortages, spurious correlations, and data imbalances.
I’m actively seeking opportunities for meaningful collaborations and internships. If you find my work interesting or have any questions, please don’t hesitate to reach out.
News
Jul 1, 2024 | 💼 I joined Biomedical Imaging Group at Microsoft Research Cambridge as a research intern. |
---|---|
May 1, 2024 | 💼 I joined Scalable Trustworthy AI Lab at University of Tübingen as a visiting researcher. |
Mar 6, 2024 | 📚 A paper about weakly supervised instance segmentation with extreme points is accepted to CVPR 2024. |
Mar 1, 2024 | 📚 A paper about actively correct segmentation labels using foundation model is accepted to ICML 2024. |
Sep 22, 2023 | 📚 A paper about active learning for semantic segmentation is accepted to NeurIPS 2023. |
Education
Sep, 2018 - Present | Pohang University of Science and Technology (POSTECH), Pohang, South Korea Integrated M.S./Ph.D. student in Computer Science and Engineering Advisor: Prof. Suha Kwak |
---|---|
Mar, 2014 - Sep, 2018 | Daegu Gyeongbuk Institute of Science and Technology (DGIST), Daegu, South Korea B.S. in School of Undergraduate Studies |
Experience
July, 2024 - Sep, 2024 | Biomedical Imaging Group at Microsoft Research Cambridge, Cambridge, UK Research Intern
|
---|---|
Mar, 2024 - May, 2024 | Scalable Trustworthy AI Lab at University of Tübingen, Tübingen, Germany Visiting Researcher
|
Sep, 2018 - Present | Computer Vision Lab at POSTECH, Pohang, South Korea Ph.D. Student
|
Publications
* indicates equal contribution.
Honors and Awards
BK21 Best Paper Award, POSTECH CSE (2023)
|
Professional Services
Reviewer
|