Hello, I’m Eunki Cho

I’m currently pursuing a Ph.D. in Artificial Intelligence at Kyung Hee University, affiliated with the Augmented Intelligence (AMI) Laboratory under the supervision of Prof. Seong-Tae Kim. My primary research interests include segmentation and generative modeling in computer vision, medical imaging, and remote sensing.

📢 News

  • [Jul. 2025] A paper was accepted to ICIP 2025 at the LVLM workshop.
  • [Jun. 2025] A paper was accepted to MICCAI 2025.
  • [May 2025] A paper was accepted to IEEE Geoscience and Remote Sensing Letters (IF 4.0, JCR IF Rank 10.4%).
  • [Mar. 2025] I was at New York University for six months as a visiting scholar (Global AI Frontier Lab).
  • [Dec. 2024] A paper was accepted to IEEE Transactions on Circuits and Systems for Video Technology (IF 8.3, JCR IF Rank 5.5%).
  • [Oct. 2024] We won first prize in the MICCAI 2024 PhaKIR Challenge (“Surgical Instrument Instance Segmentation” category, part of the EndoVis challenge).
  • [Nov. 2023] A paper was accepted to Image and Vision Computing (IF 4.7, JCR IF Rank 18.5%).

📚 Publications

  • TeCIS: Text-enhanced Cross-modal Instrument Segmentation in Surgical Video

    • Hyeon Bae Kim†, Eunki Cho†, Jung Uk Kim*, Seong Tae Kim*
    ICIP 2025, LVLM Workshop – Proceedings of the 2025 IEEE International Conference on Image Processing
    Paper

  • Towards Holistic Surgical Scene Graph

    • Jongmin Shin†, Eunki Cho†, Ka Young Kim†, Jung Yong Kim, Seong Tae Kim*, Namkee Oh*
    MICCAI 2025 – International Conference On Medical Image Computing & Computer Assisted Intervention
    Paper

  • PRISM: Pseudo‐labeling and Region‐based Inpainting for Synthetic Change Detection Modeling

    • Eunki Cho, Soyoun Won, Oh Sung Choo, Seong Tae Kim (Corresponding)
    IEEE Geoscience and Remote Sensing Letters (GRSL), 2025
    Paper

  • Spatial Mask‐based Adaptive Robust Training for Video Object Segmentation with Noisy Labels

    • Eunki Cho, Jung Uk Kim, Seong Tae Kim (Corresponding)
    IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), 2025
    Paper

  • Exploiting Recollection Effects for Memory‐based Video Object Segmentation

    • Eunki Cho, Minkuk Kim, Hyung-Il Kim, Jinyoung Moon, Seong Tae Kim (Co-Corresponding)
    Image and Vision Computing (IMAVIS), Vol. 140, 2023
    Paper

    💡 Research Experience

    • New York University, New York, NY
      Visiting Scholar, Global AI Frontier Lab (Mar. 2025 – Aug. 2025)

    🏆 Awards & Honors

  • 1st Place in the MICCAI 2024 PhaKIR Challenge (Surgical Instrument Instance Segmentation, EndoVis Challenge), Oct. 2024

    • 📝 Reviewer Service

    Conference: CVPR / ICCV / ECCV / NeurIPS

    Journal: TCSVT / IMAVIS