Hi, I’m Miso Lee, a Ph.D. student in Visual Computing Lab. My research interests span computer vision and deep learning, especially 3D vision, camera pose estimation, and geometry-aware learning.

✉️ [email protected] 🌐 [Google Scholar] [LinkedIn]

🎓 EDUCATION

Sungkyunkwan University

Ph.D. in Artificial Intelligence**,** 2023.03-present (Advisor: Jae-Pil Heo)

B.S. in Computer Science and Engineering, 2020.03-2023.02

B.S. in Mechanical Engineering, 2019.03-2023.02

Sangsan High School

36th graduate, 2016.03-2019.02

📚 PUBLICATIONS

White Aggregation and Restoration for Few-shot 3D Point Cloud Semantic Segmentation

Jiyun Im, SuBeen Lee, Miso Lee, and Jae-Pil Heo

European Conference on Computer Vision (ECCV), 2026

[Arxiv]

• Keywords: Few-shot Learning, 3D Point Cloud Semantic Segmentation, Attention Mechanism

Long-term Pre-training for Temporal Action Detection with Transformers

Jihwan Kim, Miso Lee, and Jae-Pil Heo

Pattern Recognition, 2026