Assistant Professor
Visual Intelligence & Energy Wise Lab
Korea Institute of Energy Technology (KENTECH)
School of Energy Engineering / Energy AI Track
slee [at] kentech.ac.kr / seokju91 [at] gmail.com
CV | Google Scholar | LinkedIn | GitHub | YouTube
I am an assistant professor at the School of Energy Engineering (Energy AI Track) at KENTECH, Korea.
I completed my Ph.D. degree in Aug. 2021 at KAIST under the supervision of Prof. In So Kweon, and the M.S. degree in Aug. 2015 at KAIST under the supervision of Prof. David Hyunchul Shim. I finished my B.S. degree in electrical and computer engineering from UNIST in 2013.
I was a research intern in Visual Computing Group at Microsoft Research Asia (MSRA) during 2018, working with Dr. Stephen Lin.
I am one of the winners of Qualcomm Innovation Fellowship 2020, and 16th Samsung Electro-Mechanics Best Paper Award as the first author.
"My research focuses on building human-like visual perception systems by collaboratively and interactively understanding semantic and geometric knowledge."
Computer Vision
Semantic perception: segmentation / detection / recognition
Geometric perception: monocular depth / pose estimation / optical & scene flow / view synthesis for AR & VR
Sensor fusion (RGB camera + {motion sensor, thermal camera, LiDAR, event camera, etc.})
Deep Learning
Self-supervised learning, representation learning
Domain adaptation, few-shot learning
Neural architectural design
Multi-modal attention
Seokju Lee, Francois Rameau, Sunghoon Im, In So Kweon
International Journal of Computer Vision (IJCV), Accepted
[Paper]
Seokju Lee, Francois Rameau, Fei Pan, In So Kweon
IEEE International Conference on Computer Vision (ICCV), Oct 2021
[Paper]
Seokju Lee, Sunghoon Im, Stephen Lin, In So Kweon
AAAI Conference on Artificial Intelligence (AAAI), Feb 2021
Silver Prize, 16th Samsung Electro-Mechanics Best Paper Award
Winner, Qualcomm Innovation Fellowship Korea 2020
Chaoning Zhang, Philipp Benz, Dawit M. Argaw, Seokju Lee, Junsik Kim, Francois Rameau, Jean-Charles Bazin, In So Kweon
IEEE Winter Conference on Applications of Computer Vision (WACV), Jan 2021
[Paper]
Seokju Lee, Sunghoon Im, Stephen Lin, In So Kweon
NeurIPS Workshop on Machine Learning for Autonomous Driving (NeurIPSW), Dec 2020
NeurIPS Workshop on Differentiable Computer Vision, Graphics, and Physics in Machine Learning (NeurIPSW), Dec 2020
Honorable Mention, 12th Electronic Times ICT Paper Contest
Fei Pan, Inkyu Shin, Francois Rameau, Seokju Lee, In So Kweon
IEEE International Conference on Computer Vision and Pattern Recognition (CVPR), Jun 2020
[Paper] [Project] [Code] [Video]
Oral Presentation
Winner, Qualcomm Innovation Fellowship Korea 2020
Chaoning Zhang, Francois Rameau, Seokju Lee, Junsik Kim, Philipp Benz, Dawit M. Argaw, Jean-Charles Bazin, In So Kweon
The British Machine Vision Conference (BMVC), Sep 2019
[Paper]
Spotlight Presentation
Seokju Lee, Junsik Kim, Jae Shin Yoon, Seunghak Shin, Oleksandr Bailo, Namil Kim, Tae-Hee Lee, Hyun Seok Hong, Seung-Hoon Han, In So Kweon
IEEE International Conference on Computer Vision (ICCV), Oct 2017
[Paper] [Project] [Code] [Poster] [Patent]
Patent in Korea (10-2018-0048407)
Seokju Lee, Sungsik Huh, Donggeun Yoo, In So Kweon, David Hyunchul Shim
IEEE International Conference on Ubiquitous Robots and Ambient Intelligence (URAI), Oct 2015
[Paper]
A Flight Test for Neutralization of Enemy Position Using Intelligent Cooperative System of Heterogeneous Unmanned Vehicle System
Hanjun Song, Seokju Lee, Sungwook Cho, and David Hyunchul Shim
The Korean Society for Aeronautical and Space Sciences Spring Conference (KSAS), Apr 2015
[Paper] [IEEE Spectrum]
Development of Robotic Hand System Using Vision-Based Motion Sensor
Seokju Lee, Hanjun Song, and David Hyunchul Shim
The 29th Institute of Control, Robotics and Systems Annual Conference (ICROS), May 2014
Development of a Rover Platform for Exploration and Sample Return Mission
Seokju Lee, Sungsik Huh, Dasol Lee, Sungwook Cho, and David Hyunchul Shim
The Korean Society for Aeronautical and Space Sciences Spring Conference (KSAS), Apr 2014
APPARATUS AND METHOD FOR LEARNING A NEURAL NETWORK
KR 10-2019-0029083
APPARATUS AND METHOD FOR DETECTING A LANE
KR 10-2018-0048407
Awards
- Silver Prize, 16th Samsung Electro-Mechanics Best Paper Award, Dec 2020
- Honorable Mention, 12th Electronic Times ICT Paper Contest, Dec 2020
- Best Poster Presentation Award, 30th IPIU 2018, Feb 2018
Honors
- Winner, Qualcomm Innovation Fellowship (QIF 2020), Dec 2020
- Stars of Tomorrow Internship Program, Microsoft Research Asia (MSRA), Dec 2018
- Certificate, International Computer Vision Summer School (ICVSS 2017), Jul 2017
Journal Reviewer
- International Journal of Computer Vision (IJCV)
- Autonomous Robots (AURO)
Conference Reviewer
- IEEE Conference on Computer Vision and Pattern Recognition (CVPR) 2018, 2019, 2020, 2021
- IEEE International Conference on Computer Vision (ICCV) 2021
- Conference on Neural Information Processing Systems (NeurIPS) 2020, 2021
- International Conference on Machine Learning (ICML) 2021
- International Conference on Learning Representations (ICLR) 2022
- AAAI Conference on Artificial Intelligence (AAAI) 2021
- IEEE Winter Conference on Applications of Computer Vision (WACV) 2021
- Asian Conference on Computer Vision (ACCV) 2020
- International Conference on 3D Vision (3DV) 2020
Last updated: Jan 05, 2022
