Publications
List of peer-reviewed journal articles, conference papers, and preprints. Key publications are marked with relevant badges.
MAPLE: Modality-Aware Post-training and Learning Ecosystem
arXiv preprint arXiv:2602.11596, 2026. (* Equal contribution)
BibTeX
@misc{verma2026maple,
title={MAPLE: Modality-Aware Post-training and Learning Ecosystem},
author={Verma, Nikhil and Kim, Minjung and Yoo, JooYoung and Jin, Kyung-Min and Bharadwaj, Manasa and Ferreira, Kevin and Kim, Ko Keun and Kim, Youngjoon},
year={2026},
eprint={2602.11596},
archivePrefix={arXiv},
primaryClass={cs.LG}
}
Calibrated Attention Masking Network for Temporal Action Localization
Under Review, 2026.
Masked Kinematic Continuity-aware Hierarchical Attention Network for pose estimation in videos
Neural Networks, Volume 169, Pages 282-292, 2024.
BibTeX
@article{jin2024masked,
title={Masked Kinematic Continuity-aware Hierarchical Attention Network for pose estimation in videos},
author={Jin, Kyung-Min and Lee, Gun-Hee and Nam, Woo-Jeoung and Kang, Tae-Kyung and Kim, Hyun-Woo and Lee, Seong-Whan},
journal={Neural Networks},
volume={169},
pages={282--292},
year={2024},
publisher={Elsevier},
doi={10.1016/j.neunet.2023.10.038}
}
MHCanonNet: Multi-Hypothesis Canonical lifting Network for self-supervised 3D human pose estimation in the wild video
Pattern Recognition, Volume 145, Article 109908, 2024.
BibTeX
@article{kim2024mhcanonnet,
title={MHCanonNet: Multi-Hypothesis Canonical lifting Network for self-supervised 3D human pose estimation in the wild video},
author={Kim, Hyun-Woo and Lee, Gun-Hee and Nam, Woo-Jeoung and Jin, Kyung-Min and Kang, Tae-Kyung and Yang, Geon-Jun and Lee, Seong-Whan},
journal={Pattern Recognition},
volume={145},
pages={109908},
year={2024},
publisher={Elsevier},
doi={10.1016/j.patcog.2023.109908}
}
Mesh Represented Recycle Learning for 3D Hand Pose and Mesh Estimation
arXiv preprint arXiv:2310.12189, 2023.
BibTeX
@misc{kim2023mesh,
title={Mesh Represented Recycle Learning for 3D Hand Pose and Mesh Estimation},
author={Kim, Bo-sang and Kim, Jong-hyun and Lee, Hyo-tae and Jin, Lan-ying and Ha, Jeong-won and Kwon, Do-woo and Kim, Jung-pyo and Im, Won-hyeok and Jin, Kyung-Min and Lee, Jung-ho},
year={2023},
eprint={2310.12189},
archivePrefix={arXiv},
primaryClass={cs.CV}
}
Kinematic-aware Hierarchical Attention Network for Human Pose Estimation in Videos
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), pages 5725-5734, 2023.
BibTeX
@inproceedings{jin2023kinematic,
title={Kinematic-aware Hierarchical Attention Network for Human Pose Estimation in Videos},
author={Jin, Kyung-Min and Lim, Byoung-Sung and Lee, Gun-Hee and Kang, Tae-Kyung and Lee, Seong-Whan},
booktitle={Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)},
pages={5725--5734},
year={2023}
}
Action-Aware Masking Network With Group-Based Attention for Temporal Action Localization
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), pages 6058-6067, 2023.
BibTeX
@inproceedings{kang2023action,
title={Action-Aware Masking Network With Group-Based Attention for Temporal Action Localization},
author={Kang, Tae-Kyung and Lee, Gun-Hee and Jin, Kyung-Min and Lee, Seong-Whan},
booktitle={Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)},
pages={6058--6067},
year={2023}
}
OTPose: Occlusion-Aware Transformer for Pose Estimation in Sparsely-Labeled Videos
Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics (SMC), pages 3255-3260, 2022.
BibTeX
@inproceedings{jin2022otpose,
title={OTPose: Occlusion-Aware Transformer for Pose Estimation in Sparsely-Labeled Videos},
author={Jin, Kyung-Min and Lee, Gun-Hee and Lee, Seong-Whan},
booktitle={2022 IEEE International Conference on Systems, Man, and Cybernetics (SMC)},
pages={3255--3260},
year={2022},
organization={IEEE}
}