Seonguk Seo CV Scholar Soundcloud LinkedIn

I am a Ph.D. candidate in Computer Vision Lab. under the supervision of Prof. Bohyung Han. My research interests mainly lie in practical model generalization in terms of reliability, robustness, and compatibility. I am also interested in ambient music production, interactive media art, and brand experience design. I worked at Adobe Research in 2019 and at Meta AI as a research scientist intern in 2022.


[September, 2022] Our interactive performance art work <Holy Motors> is performed on the ZER01NE Day 2022 at S FACTORY, Seoul, Sep 30 - Oct 2, 2022.

[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 co-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.

[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

Work Experiences

Meta AI Research Scientist Intern May, 2022 - Sep, 2022 Cambridge, MA, USA
Adobe Research Research Intern Aug, 2019 - Oct, 2019 San Jose, CA, USA
VCNC Software Engineer Mar, 2014 - Feb, 2016 Seoul, Korea

Publications

2023
Seonguk Seo, Gokhan Uzunbas, Bohyung Han, Sara Cao, Joena Zhang, Taipeng Tian, Ser-Nam Lim
arXiv preprint
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
Visual Domain Adaptation Challenge (VisDA-19) Nov, 2019 ICCV 2019, 3rd Place Winner
Samsung AI Forum 2019 Best Poster Award Nov, 2019 Best Award with a Prize (from Yoshua Bengio)
Samsung AI Forum 2018 Best Poster Award Sep, 2018 Best Award with a Prize (from Yann Lecun)

Academic Services

Organizer
Invited Talk
Naver Labs, XAIC, IEIE
Reviewer
Journal: TPAMI, IJCV
Conference: ICLR, ICML, NeurIPS, CVPR, ICCV, ECCV, AAAI

Art Portfolios

<Code: Inherent Identity> Interactive Media Pavilion Art Dec, 2022 Funded by ARKO and presented at Gallery Min, Seoul
<Explainable Gesture> Interactive Performance Art Nov, 2022 Funded by ARKO and filmed offline
<Holy Motors: The Vehicled Body> Interactive Performance Art Sep, 2022 - Oct, 2022 Funded by Hyundai ZER01NE and presented at S Factory, Seoul
<Disorient: Ringularity> Interactive Media Art Sep, 2022 - Oct, 2022 Funded by Soorim Cultural Fdn. and presented at Kim Hee-Su art center, Seoul
<Code: Registration of Identity> Interactive Media Art Nov, 2021 Funded by ARKO and presented online
<Disorient: Ergo-sphere> Interactive Media Art Oct, 2021 Funded by KOCCA and presented at maru art center, Seoul
«Cloud: Play on AI» Online Art Exhibition @ art center nabi Feb, 2021 - May, 2021 Exhibition Web Development Lead
<Vender> Interactive Installation Art Dec, 2020 - Jan, 2021 Funded by and presented at art center nabi, Seoul