Ilchae Jung

Email: chey0313 [at] gmail [dot] com
Google scholar page

I am a research scientist at NAVER CLOVA. I finished my Ph.D at Pohang University of Science and Technology under supervision of Minsu Cho and Bohyung Han. I am interested in deep learning algorithms on video tasks. My research focuses on learning efficient deep neural networks to solve a large number of video problems.

Education

Ph.D. Computer Science and Engineering, Pohang University of Science and Technology (Aug, 2013 - Feb, 2022)
B.S. Computer Science and Engineering, Pohang University of Science and Technology (March, 2009 - July, 2013)

Industrial Experience

Research Scientist. NAVER CLOVA, Korea (Jan, 2022 - Current)

Research Intern. NVIDIA Corp., U.S (May, 2019 - Nov, 2019)

Research Intern. Samsung Advanced Institute of Technology (SAIT)., Rep. of Kor (Feb, 2021 - Aug, 2021)

Publications

Online Hybrid Lightweight Representation Learning: Its Application to Visual Tracking

Ilchae Jung, Minji Kim, Eunhyeok Park, Bohyung Han
In IJCAI 2022

Real-Time Object Tracking via Meta-Learning: Efficient Model Adaptation and One-Shot Channel Pruning

Ilchae Jung, Kihyun You, Hyeonwoo Noh, Minsu Cho, Bohyung Han
In AAAI 2020

Real-Time MDNet

Ilchae Jung, Jeany Son, Mooyeol Baek, Bohyung Han
In ECCV 2018 [code]

MarioQA: Answering Questions by Watching Gameplay Videos

Jonghwan Mun*, Paul Hongsuck Seo*, Ilchae Jung, Bohyung Han,
In ICCV 2017 (*Equal contribution) [Project page]

Tracking-by-Segmentation with Online Gradient Boosting Decision Tree

Jeany Son, Ilchae Jung, Kayoung Park, Bohyung Han,
In ICCV 2015 [project page]