Junyeong Kim, Ph.D.
Assistant Professor @ Department of AI, Chung-Ang University, Republic of Korea
E-mail: junyeongkim [at] cau.ac.kr
Office: Building TBD, Room TBD
Short Bio
Junyeong Kim is an assistant professor in the Department of Artificial Intelligence at Chung-Ang University, Seoul, Republic of Korea. Before that, he was a postdoctoral researcher at KAIST and research intern at MSRA. He received the B.S., M.S., and Ph.D. degree in the School of Electrical Engineering at KAIST in 2015, 2017, 2021, respectively.
Research Interests
Theories in Machine Learning
Computer Vision
Natural Language Processing
Vision-Language Reasoning
Experience
Post-Doc Researcher @ AIM Lab., KAIST
Mar.2021 - Feb.2022
Full-time Research Intern @ Natural Language Processing Group, MSRA
Dec.2020 - Jun.2021
Education
Ph.D., School of Electrical Engineering, KAIST Mar.2021 - Feb.2022
Thesis: "Deep Learning based Approaches for Multimodal Video Question Answering"
Advisor: Prof. Chang D. Yoo
M.S., School of Electrical Engineering, KAIST Mar.2015- Feb.2017
Thesis: "Partial Person Re-identification with Convolutional Neural Network and Attention Model"
Advisor: Prof. Chang D. Yoo
B.S., School of Electrical Engineering, KAIST Mar.2011- Feb.2015
Publications
Academic Activities
Awards
Outstanding Ph.D. Thesis Award, School of Electrical Engineering, KAIST, 2021
Best Paper Award, Summer Conference, KAIA, 2020
Challenge
MS COCO instance segmentation 2019 in team "DeepAR(ETRIxKAIST_AIM)" and achieved 4th place
ILSVRC 2016 Object Detection from Video (VID) in team "KAIST-SLSP" and achieved 5th place
Reviewer
IEEE Conference on Computer Vision and Pattern Recognition (CVPR) : 2020,2021,2022
IEEE International Conference on Computer Vision (ICCV) : 2019,2021,0
European Conference on Computer Vision (ECCV) : 2020
Neural Information Processing Systems (NIPS) : 2020,2021
International Conference on Machine Learning (ICML) : 2020,2021,2022
International Conference on Learning Representations (ICLR) : 2021,2022
AAAI Conference on Artificial Intelligence (AAAI) : 2020,2021, 2022
Winter Conference on Applications of Computer Vision (WACV) : 2021,2022
International Conference on Image Processing (ICIP) : 2019, 2020,2021
Asian Conference on Computer Vision (ACCV) : 2020
Talk
Tutorial : "Tutorial on Deep Learning for Vision and Language Reasoning", Asian Conference on Pattern Recognition, 2021
Invited Talk : "Development of Multi-modal Video QA & Dialogue Systems", Young Researcher Session, Joint Fall Conference by KAIA and MSRA, 2020
Invited Paper Presentation : "Progressive Attention Memory Network for Movie Story Question Answering", Video Turoing Test Workshop, ICCV, 2019