I am interested in researching Computer Vision technology that has the potential to change the world, as it deals with real-life issues.

🐣 My current research focuses on

  • Perception in Self-Driving LiDAR, HD maps, Trajectory Prediction, Behavior Prediction.
  • Robust Learning Domain Adaptation, Domain Generalization.
  • Beyond Supervised Learning Continual Learning, Semi-supervised Learning, Few-shot Learning.

πŸ”₯ News

  • 2023.11: Β πŸŽ‰ One paper was successfully submitted to CVPR’24 Β πŸŽ‰
  • 2023.09: Β πŸŽ‰ One paper was successfully submitted to ICRA’24 Β πŸŽ‰
  • 2023.03: Β πŸŽ‰ I started my new research journey at KAIST MLAI LAB (Under the supervision of Prof. Sungju Hwang) Β πŸŽ‰
  • 2023.01: Β πŸŽ‰ One paper was oral-presented at WACV’23 Β πŸŽ‰
  • 2022.12: Β πŸŽ‰ I finished my first research internship at NAVER LABS well πŸš™ Β πŸŽ‰
  • 2022.10: Β πŸŽ‰ One paper was presented at ECCV’22 Β πŸŽ‰

πŸ’– Publications

ICRA'24 Under review
  • Improving Lane Detection Generalization: A Novel Framework Using HD Maps for Boosting Diversity
    • Daeun Lee, Minhyeok Heo, Jiwon Kim
ECCV 2022
  • Trajectory Prediction by Clustering Human Interactions at Multiple Scales

    • Chiho Choi*, Daeun Lee*, Srikanth Malla, Sangjae Bae, Jinkyu Kim.
    • (* denotes equal contribution)

πŸ“– Educations

  • 2019.03 - 2024.02 (now), B.S. in Statistics. Korea University. (GPA: 4.0/4.5)

    • 2020 - 2023, Special Scholarship from the Department of Statistics.

πŸ’» Work Experiences

  • 2022.01 - 2022.12, CVPR’22, ECCV’22 Reviewer

  • 2023.03 - current, Research Intern, MLAI Lab, South Korea.
    • Under the supervision of Prof. Sungju Hwang
  • 2022.07 - 2022.12, Research Intern, NAVER LABS, South Korea.
    • Autonomous Driving Perception team
  • 2021.06 - 2022.12, Research Intern, VAI Lab, South Korea.
    • Under the supervision of Prof. Jinkyu Kim
  • 2021.01 - 2021.02, Data Analyst Intern, Mirae Asset Securities, South Korea.

πŸŽ– Honors and Awards

🏫 Teaching Assistant

  • 2023.03 - 2023.06, Computer Vision Mentor, 5th NAVER BoostCamp
  • 2022.06 - 2022.10, Computer Vision Mentor, YearDream School