cv

Basics

Name	Geuntaek Lim
Label	Postgraduate student
Email	gtlim@rcv.sejong.ac.kr
Phone	001+82 10-2580-4102
Url	https://limgeuntaekk.github.io/
Summary	I am a passionate student who loves mathematics and computer science, and I am dedicated to researching artificial intelligence

Education

2023.03 - 2025.02

Seoul, South Korea
Master of Science (M.S)

Sejong University, Seoul, South Korea

Intelligent Mechatronics Engineering
- Supervision : Yukyung Choi
2017.03 - 2023.02

Seoul, South Korea
Bachelor of Science (B.S)

Sejong University, Seoul, South Korea

Intelligent Mechatronics Engineering
- GPA : 4.15/4.5

Publications

2024.07.15

Probabilistic Vision-Language Representation for Weakly Supervised Temporal Action Localization

Geuntaek Lim, Hyunwoo Kim, Joonsoo Kim and Yukyung Choi

ACM Multimedia (MM)
2024.03.24

VVS: Video-to-video retrieval with irrelevant frame suppression

Won Jo, Geuntaek Lim, Gwangjin Lee, Hyunwoo Kim, Byungsoo Ko and Yukyung Choi

Association for the Advancement of Artificial Intelligence (AAAI)
2023.03.20

Simultaneous Video Retrieval and Alignment

Won Jo, Geuntaek Lim, Yujin Hwang, Gwangjin Lee, Joonsoo Kim, Joungil Yun, Jiyoung Jung and Yukyung Choi

IEEE Access
2022.04.11

Exploring the temporal cues to enhance video retrieval on standardized cdva

Won Jo, Guentaek Lim, Joonsoo Kim, Joungil Yun and Yukyung Choi

IEEE Access

Skills

	Programming
	C/C++
	MATLAB
	Python
	Scikit-learn
	Pytorch

Interests

	Computer Vision
	Video Understanding
	Human Action Understanding
	Visual Representation Learning
	Open Vocabulary Learning

Projects

2023.04 - 2024.07
Development of an AI Based Video Search System for Untact Content Production

FUNDED BY INSTITUTE FOR INFORMATION & COMMUNICATION TECHNOLOGY PLANNING & EVALUATION (IITP)
- Video descriptor
- Self supervised learning
2023.04 - 2023.11
Development of MPEG CDVA-based Multi-Machine Vision Task Software

FUNDED BY ELECTRONICS AND TELECOMMUNICATIONS RESEARCH INSTITUTE (ETRI)
- Untrimmed video representation learning
- Self supervised learning
2022.04 - 2022.11
Development of MPEG CDVA-based Video Search Software

FUNDED BY ELECTRONICS AND TELECOMMUNICATIONS RESEARCH INSTITUTE (ETRI)
- Temporal action localization
- Weakly supervised learning
2021.04 - 2023.03
Next generation AI for multi-purpose video search

FUNDED BY INSTITUTE FOR INFORMATION & COMMUNICATION TECHNOLOGY PLANNING & EVALUATION (IITP)
- Video search system
- Multi-purpose search system
2021.04 - 2021.11
A Study on a Deep Learning Model for Extracting Visual Features by Machine Vision Task

FUNDED BY ELECTRONICS AND TELECOMMUNICATIONS RESEARCH INSTITUTE (ETRI)
- Content-based video retrieval
- MPEG CDVA