Selected Papers

 2020-2025

• [J] Gwangjin Lee, Won Jo, Hyunwoo Kim, and Yukyung Choi, "Enhancing Visual Representation of Untrimmed Videos by Counteracting Visuality-Threatening Content," Pattern Recognition, Aug 2025. [PDF] *상위 10% 이내 논문

• Yunseo Jeong, SeokJun Kwon, Jeongmin Shin, Yukyung Choi, "ContraText-DETR: Boosting Industrial Scene Text Detection based on Contrastive Learning and Synthetic Low-Contrast Text,"  IEEE Sensors, July 2025. [PDF][Code] *상위 25% 이내 논문 

• [C] Seokjon Kwon, Jeongmin Shin, Namil Kim, Soonmin Hwang, Yukyung Choi, "Boosting Cross-spectral Unsupervised Domain Adaptation for Thermal Semantic Segmentation," IEEE International Conference on Robotics and Automation (ICRA), May 2025. [Google H-index]
  *CS분야 우수 국제학술대회  논문 

• [C] Geuntaek Lim, Hyunwoo Kim, Joonsoo Kim, and Yukyung Choi, "Probabilistic Vision-Language Representation for Weakly Supervised Temporal Action Localization," ACM Multimedia (MM-24), Oct 2024. [PDF][Code]
  *CS분야 우수 국제학술대회  논문

• [J] Jeongmin Shin, Jiwon Kim, SeokJun Kwon, Namil Kim, Soonmin Hwang, Yukyung Choi, "UMHE: Unsupervised Multi-spectral Homography Estimation," IEEE Sensors, March 2024. [PDF] *상위 25% 이내 논문

• [C] Won Jo, Geuntaek Lim, Gwang Jin Lee, Hyunwoo Kim, Byungsoo Ko, Yukyung Choi, "VVS: Video-to-Video Retrieval with Irrelevant Frame Suppression," The 38th Annual AAAI Conference on Artificial Intelligence (AAAI-24), Feb 2024. [PDF][Code]  [Google H-index]
  *CS분야 우수 국제학술대회  논문

• [J] Daechan Han*, Jeongmin Shin*, Namil Kim, Soonmin Hwang, Yukyung Choi, "TransDSSL: Transformer based Depth Estimation via Self-Supervised Learning," IEEE Robotics and Automation Letters (RA-L), Oct 2022. [PDF][Code]
  *This paper will be presented at IEEE International Conference on Robotics and Automation (ICRA) 2023. [Google H-index]

• [J] Jiwon Kim*, Hyeongjun Kim*, Taejoo Kim*, Namil Kim, Yukyung Choi, "MLPD: Multi-Label Pedestrian Detector in Multispectral Domain," IEEE Robotics and Automation Letters (RA-L), Oct 2021.  [PDF][Code] 
  *This paper was presented at IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS) 2021. [Google H-index]

• [C] Daechan Han*, Yujin Hwang*, Namil Kim, Yukyung Choi, "Multispectral Domain Invariant Image for Retrieval-based Place Recognition," IEEE International Conference on Robotics and Automation (ICRA), Jun 2020. [PDF][Code] [Google H-index]
  *CS분야 우수 국제학술대회  논문