Kyomin Hwang

I am a Ph.D student in Seoul National University, studying deep learning and computer vision under the supervision of professor Nojun Kwak. Previously, I did my undergrad at Kookmin University (Computer Science major).

My research interest focuses on domain generalization / adaptation and multi-modal representation.

Email  /  Google Scholar  /  Github

profile photo

Recent News

Date News
[02/2025] one first-author paper has been accepted by CVPR 2025.
[06/2024] I will be joining Naver Cloud (Document Understanding) as a research scientist intern from June 2024.
[03/2024] one first-author paper has been accepted by Responsible Generative AI Workshop (ReGenAI) at CVPR 2024.
[01/2024] one first-author paper has been accepted by Engineering Applications of Artificial Intelligence.
[12/2022] We won the Participation Award at Software University AI Contest (IITP), where I served as the team leader.
[11/2021] We won the Grand and Special Prize at HAICON 2021 (National Intelligence Service, National Security Research Institute), where I served as the team leader.

Publications (* indicates equal contribution)

(C = Conference, W = Workshop, J = Journal, P = Preprint)

[C3] Unlocking the potential of unlabeled data in semi-supervised domain generalization
Dongkwan Lee*, Kyomin Hwang*, Nojun Kwak
CVPR, 2025
domain generalization/adaptation
[C2] Deep Support Vectors
JunHoo Lee, Hyunho Lee, Kyomin Hwang, Nojun Kwak
Neurips, 2024
deep learning theory
[W2] Do not think about pink elephant!
Kyomin Hwang*, Suyoung Kim*, JunHoo Lee*, Nojun Kwak
Responsible Generative AI Workshop (ReGenAI) at CVPR, 2024
multi-modal representation
[P1] Mitigating the Bias in the Model for Continual Test-Time Adaptation
Inseop Chung, Kyomin Hwang, Jayeon Yoo, Nojun Kwak
domain generalization/adaptation
[J1] Fusing bi-directional global–local features for single image super-resolution
Kyomin Hwang*, Gangjoon Yoon*, Jinjoo Song, Sangmin Yoon
Engineering Applications of Artificial Intelligence, 2024
super resolution
[W1] NICE: CVPR 2023 Challenge on Zero-shot Image Captioning
NICE Workshop at CVPR, 2023
multi-modal representation
[C1] A Study of CNN-Based Human Behavior Recognition with Channel State Information
Kyomin Hwang, Sang-Chul Kim
ICOIN, 2021
humman action recognition

Honors & Awards

• Software University AI Contest Participation Award, Institute of Information & Communications Technology Planning&Evaluation(IITP), Software University Society, Korea (Nov. 2022)
• Capstone Design Contest Excellence Award, Kookmin University, Korea (Jun. 2022)
• HAICON2021 Special prize, National Intelligence Service(NIS) and National Security Research Institute(NSR), Korean (Nov. 2021)
• HAICON2021 Grand prize, National Intelligence Service(NIS) and National Security Research Institute(NSR), Korean (Nov. 2021)
• National Science & Technology Scholarship, KOSAF, Korea (Jan. 2021 ~ Dec. 2022)
• S&T Scholarship, S&T Foundation, Korea (Mar. 2021 ~ Dec. 2021)
• Academic Excellence Scholarship, Kookmin University, Korea (Sep. 2017 ~ Dec. 2020)

Challenge

• 2023 Samsung AI Challenge : Camera-Invariant Domain Adaptation ranked in 11th place, Samsung Advanced Institute of Technology
• New frontiers for zero-shot Image Captioning Evaluation(CVPR 2023 NICE Challenge) ranked in 6th place, LG AI Research
• SW university AI contest ranked in 17th place, IITP
• AI yangjae hub artificial intelligence opensource contest ranked in 22th place, Yang-jae AI Hub
• HAICON 2021 ranked in 3rd place, National Intelligence Service(NIS), National Security Research Institute(NSR)

Teaching

• Assistant Instructor, KDB-SNU AI non-degree course, 2023 (Seoul National University)
• Assistant Instructor, Computer Programming, 2022 (Kookmin University)
• Assistant Instructor, Software Project, 2021 (Kookmin University)
• Assistant Instructor, Numerical Analysis, 2021 (Kookmin University)
• Assistant Instructor, Computer Programming, 2020 (Kookmin University)

Based on a template by Jon Barron.