JaeWoong Choi
최재웅
I am a Sejong Science Fellow at the Korea Institute Advanced Study (KIAS).
I am interested in understanding and improving Generative models using mathematical approaches.
Improving Generative Models through Optimal Transport
Understanding Generative Models through Geometrical Property of Latent Space
Representation Learning
Here is my Google Scholar and Linkedin.
Education
Ph.D in Mathematical Sciences, Seoul National University, Republic of Korea. (~ Feb. 2022).
Advisor: Myungjoo Kang
B.S. in Mathematical Sciences (Major) and Mechanical Engineering (Minor), Seoul National University, Republic of Korea. (~ Feb. 2016).
Upcoming event
[2024.05.07 ~ 05.11] ICLR 2024 (Twelfth International Conference on Learning Representations), Vienna, Austria.
[2024.05.17 ~ 05.19] 2024 KSIAM Spring Conference, Kyungpook National University, Daegu, Korea.
[2024.05.27 ~ 05.29] 2024 KIAS CAINS Workshop, Busan, Korea.
[2024.05.31 ~ 06.02] CM2LA Seorabeol Research Station : Workshop in Machine Learning and Numerical Analysis, POSTECH, Pohang, Korea.
[2024.07.21 ~ 07.27] ICML 2024 (Forty-first International Conference on Machine Learning), Vienna, Austria.
[2024.12.05 ~ 12.08] KSIAM 2024 Annual Meeting, Busan, Korea.
Awards and Grants
Sejong Science Fellowship, National Research Foundation of Korea, 2024 - 2029.
KIAS Academic Award, 2023.
NeurIPS Travel Award, 2023.
Samsung AI Forum – Poster 3rd Prize, 2022.
Outstanding TA Awards, SNU, 2017.
National Excellence Scholarship (Natural Sciences and Engineering), Korea Student Aid Foundation, 2011-2015.
Academic Services
Served as a reviewer in NeurIPS, ICLR, ICML, ECCV.
Organized 2024 KIAS CAINS Workshop (Busan, South Korea).
Contact
E-mail: chjw1475 AT kias DOT re DOT kr, chjw1475 AT snu DOT ac DOT kr
where AT=@ and DOT=.