About Me
I am a Ph.D. (2023 - ) student majoring in Artificial Intelligence at Yonsei University, advised by Prof. Seon Joo Kim. Previously, I received MPhil (2020 - 2022) and BEng (2016 - 2020) degrees from HKUST, advised by Prof. Dit-Yan Yeung. During my MPhil, I researched "Robust Online Multi-object Tracking" and was fortunate to work as a research intern at Naver CLOVA (2020 - 2022).
Publications
Towards Open-Vocabulary Temporal Action Localization with Self-Training
Jeongseok Hyun, Su Ho Han, Hyolim Kang, Joon-Young Lee, Seon Joo Kim
Under review
Propose a scalable open-vocabulary TAL method that utilizes pseudo-labels from unlabeled videos to expand the semantic context of action localization
ActionSwitch: Class-agnostic Detection of Simultaneous Actions in Streaming Videos
Hyolim Kang, Jeongseok Hyun, Joungbin An, Youngjae Yu, Seon Joo Kim
Under review
Will be uploaded
A Generalized Framework for Video Instance Segmentation
Miran Heo, Sukjun Hwang, Jeongseok Hyun, Hanjung Kim, Seoung Wug Oh, Joon-Young Lee, Seon Joo Kim
CVPR 2023
Propose a framework unifying online, semi-online, and offline VIS with a novel training method that bridges the gap between the training and inference stages.
Detection Recovery in Online Multi-Object Tracking with Sparse Graph Tracker
Jeongseok Hyun, Myunggu Kang, Dongyoon Wee, Dit-Yan Yeung
WACV 2023
Propose a GNN-based joint detection and tracking method that can track low-scored detections, which were previously filtered out to avoid false positive tracking, by exploiting multi-hop relational features.