I am a fifth-year graduate student in Computer Vision Lab. under the supervision of Prof. Bohyung Han. My research interests lie in reliable deep learning, multi-modal learning, and 3D vision. I am also interested in ambient music production, interactive media art, and brand experience design. I was worked at Adobe Research as a research intern with Joon-Young Lee.
[May, 2022] I will work at Meta AI as a research scientist intern this summer.
[March, 2022] Our two papers about debiasing and neural volume rendering are accepted to CVPR 2022.
[March, 2022] I am participated in organizing the 4th Large-scale Video Object Segmentation Challenge (Youtube-VOS) workshop in conjunction with CVPR 2022.
[November, 2021] Our paper about information-theoretic bias reduction is accepted to AAAI 2022.
[October, 2021] Our interactive media art work <Ergo-sphere> is presented at maru art center, Seoul, 2021.
[December, 2020] Our installation media art work <Vender> is presented at art center nabi, Seoul, Dec - Jan 2021.
[July, 2020] Our two papers about transfer learning and video understanding are accepted to ECCV 2020.
Education
Seoul National University
Mar, 2018 ~ Current
Ph.D. Candidate, Computer Vision Lab.
POSTECH
Mar, 2010 ~ Feb, 2018
B.S, Valedictorian and Summa Cum Laude
TU Berlin
Mar, 2017 ~ Aug, 2017
Visiting Student
Seoul Science High School
Mar, 2007 ~ Feb, 2010
Publications
2022
Seonguk Seo, Joon-Young Lee, Bohyung Han
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), New Orleans, LA, 2022
Mijeong Kim, Seonguk Seo, Bohyung Han
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), New Orleans, LA, 2022
Seonguk Seo, Joon-Young Lee, Bohyung Han
AAAI Conference on Artifical Intelligence (AAAI), Vancouver, Canada, 2022
2020
Seonguk Seo, Joon-Young Lee, Bohyung Han
European Conference on Computer Vision (ECCV), Glasgow, UK, 2020
Seonguk Seo, Yumin Suh, Dongwan Kim, Geeho Kim, Jongwoo Han, Bohyung Han
European Conference on Computer Vision (ECCV), Glasgow, UK, 2020
2019
Woong-Gi Chang*, Tackgeun You*, Seonguk Seo*, Suha Kwak, Bohyung Han (*equal contribution)
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Long Beach, CA, 2019
Seonguk Seo*, Paul Hongsuck Seo*, Bohyung Han (*equal contribution)
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Long Beach, CA, 2019
Awards and Honors
AAAI Student Scholarship
Feb, 2022
IPIU Excellence Paper Award
Feb, 2022
Samsung AI Forum 2019 Best Poster Award
Nov, 2019
Best Award with a Prize (from Yoshua Bengio)