Publications

List of peer-reviewed journal articles, conference papers, and preprints. Key publications are marked with relevant badges.


Preprint Multimodal Learning
MAPLE: Modality-Aware Post-training and Learning Ecosystem

Nikhil Verma*, Minjung Kim*, JooYoung Yoo*, Kyung-Min Jin*, Manasa Bharadwaj, Kevin Ferreira, Ko Keun Kim, and Youngjoon Kim

arXiv preprint arXiv:2602.11596, 2026. (* Equal contribution)

MAPLE: Modality-aware multimodal post-training concept figure
Under Review Action Localization
Calibrated Attention Masking Network for Temporal Action Localization

Tae-Kyung Kang, Gun-Hee Lee, Woo-Jeoung Nam, Hyun-Woo Kim, Kyung-Min Jin, and Seong-Whan Lee

Under Review, 2026.

Journal (Neural Networks) Pose Estimation
Masked Kinematic Continuity-aware Hierarchical Attention Network for pose estimation in videos

Kyung-Min Jin, Gun-Hee Lee, Woo-Jeoung Nam, Tae-Kyung Kang, Hyun-Woo Kim, and Seong-Whan Lee

Neural Networks, Volume 169, Pages 282-292, 2024.

Masked Kinematic Continuity-aware Hierarchical Attention Network Architecture Diagram
Journal (Pattern Recognition) 3D Pose Estimation
MHCanonNet: Multi-Hypothesis Canonical lifting Network for self-supervised 3D human pose estimation in the wild video

Hyun-Woo Kim, Gun-Hee Lee, Woo-Jeoung Nam, Kyung-Min Jin, Tae-Kyung Kang, Geon-Jun Yang, and Seong-Whan Lee

Pattern Recognition, Volume 145, Article 109908, 2024.

MHCanonNet: Multi-hypothesis canonical lifting network overview
Preprint 3D Hand Pose
Mesh Represented Recycle Learning for 3D Hand Pose and Mesh Estimation

Bo-sang Kim, Jong-hyun Kim, Hyo-tae Lee, Lan-ying Jin, Jeong-won Ha, Do-woo Kwon, Jung-pyo Kim, Won-hyeok Im, Kyung-Min Jin, and Jung-ho Lee

arXiv preprint arXiv:2310.12189, 2023.

Mesh Represented Recycle Learning: architecture and recycle-learning pipeline
WACV 2023 (Oral) Human Pose Estimation
Kinematic-aware Hierarchical Attention Network for Human Pose Estimation in Videos

Kyung-Min Jin, Byoung-Sung Lim, Gun-Hee Lee, Tae-Kyung Kang, and Seong-Whan Lee

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), pages 5725-5734, 2023.

HANet: 3D Human Pose Estimation Demo (AIST Dataset)
HANet: 2D Human Pose Estimation Demo (JHMDB Dataset)
WACV 2023 (Oral) Action Localization
Action-Aware Masking Network With Group-Based Attention for Temporal Action Localization

Tae-Kyung Kang, Gun-Hee Lee, Kyung-Min Jin, and Seong-Whan Lee

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), pages 6058-6067, 2023.

Action-Aware Masking Network: Figure 2 overview from WACV 2023 paper
SMC 2022 (Oral) Pose Estimation
OTPose: Occlusion-Aware Transformer for Pose Estimation in Sparsely-Labeled Videos

Kyung-Min Jin, Gun-Hee Lee, and Seong-Whan Lee

Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics (SMC), pages 3255-3260, 2022.

OTPose: official framework overview from project repository