Kangyeol Kim
Co-founder & AI Team Leader at Letsur inc.
Ph.D. Student at KAIST
Contact: kangyeolk at {letsur dot ai | kaist dot ac dot kr}
About Me
I am co-founder and AI team leader of Letsur inc., developing automated solutions for AI development. Our company strives to make AI development process easier and faster with our product. In parallel, I am a Ph.D. student at Korea Advanced Institute of Science and Technology (KAIST), working on machine learning and its applications under the supervision of Jaegul Choo. As a researcher, I have an interest in understanding and controlling visual information in images and videos.
News
[Jul. 2022] 2 papers accepted to ECCV 2022.
[Mar. 2021] I will start my Ph.D. course at Korea Advanced Institute of Science and Technology (KAIST).
[Jan. 2021] I started a research internship at NAVER WEBTOON Corp.
[Dec. 2020] Our paper got accepted to AAAI 2021.
[Jun. 2018] I started a research internship at NAVER Corp.
Publications
AnimeCeleb: Large-Scale Animation CelebHeads Dataset for Head Reenactment
Kangyeol Kim*, Sunghyun Park*, Jaeseong Lee*, Sunghyo Chung, Junsoo Lee, and Jaegul Choo
European Conference on Computer Vision (ECCV), 2022, Tel Aviv, Accepted
Best Paper Award, Korean Artificial Intelligence Association 2022
[Paper]
[Code]
Vid-ODE: Continuous-Time Video Generation with Neural Ordinary Differential Equation Sunghyun Park*, Kangyeol Kim*, Junsoo Lee, Jaegul Choo, Joonseok Lee, Sookyung Kim, and Edward Choi AAAI Conference on Artificial Intelligence (AAAI), 2021, Accepted (21% acceptance rate). [Paper] [Project] [Code & Dataset] [PPT] Qualcomm Innovation Fellowship Korea 2021
Hurricane Nowcasting with Irregular Time-step using Neural-ODE and Video Prediction Sunghyun Park*, Kangyeol Kim*, Sookyung Kim*, Joonseok Lee, Junsoo Lee, Jiwoo Lee, and Jaegul Choo International Conference on Learning Representations Workshop (ICLRW), 2020, Accepted as Spotlight Presentation. [Paper]
Unpaired Image Translation via Adaptive Convolution based Normalization Wonwoong Cho*, Kangyeol Kim*, Eungyeup Kim, Hyunwoo Kim, and Jaegul Choo CoRR, abs/1911.13271, 2019 [Paper]
Work Experiences
Letsur Inc. Aug., 2021 - Current
Co-founder & AI Team Leader
NAVER Webtoon Corp. Jan., 2021 - Mar., 2021
AI Research, as a Research Internship
NAVER Corp. Jun., 2018 - Aug., 2018
AI Research,, as a Research Internship
- Worked at CLOVA Multimedia team
- Developed the neural networks that embed the trackable watermarks into webtoon contents against the copyright infringement of illegal attacks
Seoul National University Hospital. Jun., 2017 - Jan., 2018
Data Analyst, as a Research Internship
- Worked at Division of Clinical Bioinformatics
- Developed a cancer diagonisis model
Education
Korea Advanced Institute of Science and Technology. Mar., 2020 - Present
M.S./Ph.D. in Artificial Intelligence
Korea University. Mar., 2019 - Feb., 2020
M.S., Department of Computer Science
- Moved to KAIST due to affiliation change of my advisor, Prof. Choo
Korea University. Mar., 2013 - Feb., 2019
B.E., Department of Statistics
B.S., Department of Computer Science
Academic Activities
Reviewer. ICRL 2021, CVPR 2022 ECCV 2022