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.

🔥 News

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

💖 Publications

ICRA'24 Under review

Improving Lane Detection Generalization: A Novel Framework Using HD Maps for Boosting Diversity
- Daeun Lee, Minhyeok Heo, Jiwon Kim

WACV 2023

Resolving Class Imbalance for LiDAR-based Object Detector by Dynamic Weight Average and Contextual Ground Truth Sampling
- Daeun Lee, Jinkyu Kim

ECCV 2022

Bridging the Domain Gap towards Generalization in Automatic Colorization
- Hyejin Lee, Daehee Kim, Daeun Lee, Jinkyu Kim and Jaekoo Lee

Preprint

Trajectory Prediction by Clustering Human Interactions at Multiple Scales
- Chiho Choi*, Daeun Lee*, Srikanth Malla, Sangjae Bae, Jinkyu Kim.
- (* denotes equal contribution)

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.

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.