Suhyeon Lee

suhyeonlee.jpg

📧 hyeon93 [at] yonsei.ac.kr

📍 22, Daewangpangyo-ro 712beon-gil, Bundang-gu, Seongnam-si, Gyeonggi-do, 13488, Korea

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I am a senior researcher at Korea Electronics Technology Institute (KETI).

I received my Ph.D. and B.S. degrees in Electrical and Electronic Engineering from Yonsei University in 2023 and 2016, respectively, advised by Professor Euntai Kim.

selected publications

  1. Revisiting Self-Similarity: Structural Embedding for Image Retrieval
    Seongwon Lee,  Suhyeon Lee, Hongje Seong, and Euntai Kim
    IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), Jun, 2023
    (Acceptance: 2360/9155 ≈ 25.8%)
  2. Fallen Person Detection for Autonomous Driving
    Suhyeon Lee, Sangyong Lee, Hongje Seong, Junhyuk Hyun, and Euntai Kim
    Expert Systems With Applications (ESWA), Mar, 2023
    (IF: 8.665 in JCR2021)
    Page
  3. SHUNIT: Style Harmonization for Unpaired Image-to-Image Translation
    Seokbeom Song,  Suhyeon Lee, Hongje Seong, Kyoungwon Min, and Euntai Kim
    AAAI Conference on Artificial Intelligence (AAAI), Feb, 2023
    (Acceptance: 1721/8777 ≈ 19.6%)
    arXiv
  4. Domain Adaptive Video Semantic Segmentation via Cross-Domain Moving Object Mixing
    Kyusik Cho,  Suhyeon Lee, Hongje Seong, and Euntai Kim
    IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), Jan, 2023
    (Acceptance: 191/623 ≈ 30.7% in Round 2)
    arXiv Page Code
  5. WildNet: Learning Domain Generalized Semantic Segmentation from the Wild
    Suhyeon Lee, Hongje Seong, Seongwon Lee, and Euntai Kim
    IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), Jun, 2022
    (Acceptance: 2067/8161 ≈ 25.3%)
      Finalist at Qualcomm Innovation Fellowship 2022  
    arXiv Page Code
  6. Correlation Verification for Image Retrieval
    Seongwon Lee, Hongje Seong,  Suhyeon Lee, and Euntai Kim
    IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), Jun, 2022
    (Acceptance: 342/8161 ≈ 4.2%)
      Oral Presentation  
      Winner at Qualcomm Innovation Fellowship 2022  
    arXiv Page Code
  7. Hierarchical Memory Matching Network for Video Object Segmentation
    Hongje Seong, Seoung Wug Oh, Joon-Young Lee, Seongwon Lee,  Suhyeon Lee, and Euntai Kim
    IEEE/CVF International Conference on Computer Vision (ICCV), Oct, 2021
    (Acceptance: 1617/6236 ≈ 25.9%)
    arXiv Page Code
  8. Unsupervised Domain Adaptation for Semantic Segmentation by Content Transfer
    Suhyeon Lee, Junhyuk Hyun, Hongje Seong, and Euntai Kim
    AAAI Conference on Artificial Intelligence (AAAI), Feb, 2021
    (Acceptance: 1692/7911 ≈ 21.4%)
    arXiv Page