About me
Jaemin Lee
[ [email protected] | Scholar | Github | ORCID | Linked In | CV ]
Deep Learning Researcher in Testworks Inc. - Technical Research Personnel (military service)
Advised by Prof. Dong-Geol Choi
Research Interest:
- Machine learning related to generalization such as Domain Adaptation(DA), Semi-Supervised Learning(SSL), and Active Learning(AL).
- Low-level computer vision tasks such as Semantic Segmentation, Depth Completion, and Stereo Matching.
Selected Publications
(* equal contribution)
- A Multi-In-Single-Out Network for Video Frame Interpolation without Optical Flow
Jaemin Lee, Minseok Seo, Sangwoo Lee, Hyobin Park, Dong-Geol Choi
arXiv preprint arXiv:2311.11602, 2023
- Towards the Human Global Context: Does the Vision-Language Model Really Judge Like a Human Being?
Sangmyeong Woh*, Jaemin Lee*, Ho joong Kim, Jinsuk Lee
arXiv preprint arXiv:2207.08333 , 2022
- A Self-Supervised Sampler for Efficient Action Recognition: Real-World Applications in Surveillance System
MinSeok Seo*, Donghyeon Cho*, SangWoo Lee*, Jongchan Park, Daehan Kim, Jaemin Lee, Jingi Ju, Hyeoncheol Noh, and Dong-Geol Choi
IEEE Robotics and Automation Letters (RA-L) with ICRA , 2022
- Exploiting Features with Split-and-Share Module
Jaemin Lee*, Minseok Seo*, Daehan Kim,* Sangwoo Lee, Jongchan Park, Dong-Geol Choi
MDPI Electronics, 2022
- Sequential feature filtering classifier
Minseok Seo*, Jaemin Lee*, Jongchan Park, Daehan Kim, Dong-Geol Choi
IEEE Access, 2021
Work Experiences
- Testworks Inc. Deep Learning Researcher [Dec. 2021 ~ ]
- DAREUNKOREA Inc. Co-founder, Main Developer [Jan 2016 - Feb 2018]
- 대전광역시 제 1기 대전 청년정책 네트워크 위원 [Feb 2017 ~ Feb 2019]
Teaching Assistant
- Artificial Intelligence (학부 : 인공지능)
- UNIX System (학부 : 유닉스 시스템)
- Introduction to Engineering Design (학부 : 공학설계입문)
- Hanbat AI Intensive Course (2020, Daejeon)
- Hanbat AI Intensive Course (2021, Sejong)