About Me

Hi! I am a 5th year PhD student at the SNU Computer Vision Lab, advised by Prof. Bohyung Han. I am interested in designing cutting-edge deep neural networks for video understanding, aiming to capture object, scene, and temporal dynamics at the level of human perception. To this end, my research focuses on: Video Understanding, Action Recognition, Object Tracking, Multimodal Learning, and (Large) Vision-Language Models.

In addition to my research, I am also passionate about promoting diversity and accessibility in AI. I envision the world where technology is accessible to all, including individuals with disabilities and those from underrepresented racial and gender groups.

Here is my CV for more info!
Contact: minji@snu.ac.kr

πŸ”₯ News

πŸ“– Education

Seoul National University
Ph.D. in Electrical and Computer Engineering (Advisor: Prof. Bohyung Han)
Mar 2020 β€” Present

Konkuk University
B.S. in Electrical and Electronics Engineering
Mar 2016 β€” Feb 2020

πŸ’Ό Work Experience

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NAVER AI Lab β€” Research Intern
Mentors: Taekyung Kim, Dongyoon Han
Oct 2023 β€” Mar 2024

πŸ“ Publications

Leveraging Temporal Contextualization for Video Action Recognition
Minji Kim, Dongyoon Han, Taekyung Kim, Bohyung Han
ECCV 2024 paper code poster slides TC_CLIP_framework

Towards Sequence-Level Training for Visual Tracking
Minji Kim*, Seungkwan Lee*, Jungseul Ok, Bohyung Han, Minsu Cho (*Equal Contribution)
ECCV 2022 paper code poster slides SLT_framework

Online Hybrid Lightweight Representations Learning: Its Application to Visual Tracking
Ilchae Jung, Minji Kim, Eunhyeok Park, Bohyung Han
IJCAI 2022 paper hybrid_framework

πŸ—„ Projects

Tiny Object Detection in EO/IR Images
Joint with Agency for Defense Development (ADD)
Jan 2022 β€” May 2023

πŸŽ– Honors and Awards

IPIU Best Paper Award, 2023
IPIU Undergraduate Best Paper Award, 2019
Intel FPGA Design Contest (3rd Place Award), 2017
Academic Excellence Scholarship, Konkuk University, 2016 - 2019

πŸ’» Academic Service

Reviewer
Conference: CVPR, NeurIPS, ICCV, ECCV, AAAI, WACV
Journal: TPAMI, MVAP

Teaching Assistant
Samsung AI Expert, Sep 2024 - Present
Dependable Deep Neural Networks, Seoul National University, Spring 2022
Data Structures, Seoul National University, Fall 2021
Samsung AI Academy Advanced Course, May & July 2020

πŸ’ͺ Leadership

President of BOOT&4DIM
Electronics Engineering Academic Club, Konkuk University, 2018