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Jeonghoon Kim

Ph.D. Student

jeonghoon at dgist.ac.kr

Research Interests

  • Representation Learning
  • Data-efficient Learning

Education

  • M.S.–Ph.D. Integrated Course in Electrical Engineering and Computer Science, DGIST, Mar 2019 - present.

Publication

  • Seunghun Lee*, Jiwan Seo*, Jeonghoon Kim*, Sungho Moon*, Siwon Kim, Haeun Yun, Hyogyeong Jeon, Wonhyeok Choi, Jaehoon Jeong, Zane Durante, Sang Hyun Park, Sunghoon Im. “Temporal Grounding as a Learning Signal for Referring Video Object Segmentation,” arXiv preprint ( arXiv ), 2026.
  • Jeonghoon Kim*, Hyeon Kang*, Jihun Park, Jinhwoi Kim, Jaeyeul Kim, Sunghoon Im. “Mitigating Noisy Correspondence in Video-Text Retrieval via Noise-mined Adaptive Self-Labeling,” ACM Transactions on Multimedia Computing, Communications, and Applications (TOMM) , 2026.
  • Jaeyeul Kim*, Jungwan Woo*, Jeonghoon Kim, Sunghoon Im, "Rethinking LiDAR Domain Generalization: Single Source as Multiple Density Domains", European Conference on Computer Vision (ECCV), 2024.
  • Jeonghoon Kim, Sunghoon Im, Sunghyun Cho, "ProFeat: Unsupervised Image Clustering via Progressive Feature Refinement", Pattern Recognition Letters (PRL), 2022.
  • Jeonghoon Kim, Sunghoon Im, Sunghyun Cho, "ProFeat: Unsupervised Image Clustering via Progressive Feature Refinement", CVPR workshop on Learning From Limited or Imperfect Data (CVPRw), 2021.

Scholarships & Awards

  • 2nd place on the Autonomous Driving A.I challenge, organized by MOLIT (국토교통부), 2022. [certificate]