Hi, I’m Miso Lee, a Ph.D. student in Visual Computing Lab.

My research interests span a wide range of computer vision and deep learning, with a recent focus on 3D vision, visual localization, and attention mechanism.

👤 85469, Sungkyunkwan University, Republic of Korea

✉️ [email protected]

🌐 [Google Scholar] [LinkedIn]

EDUCATION

Sungkyunkwan University

Ph.D. of Artificial Intelligence**,** 2023-present (Advisor: Prof. Jae-Pil Heo)

B.S. of Mechanical Engineering, 2019-2023

B.S. of Computer Science and Engineering, 2019-2023

Sangsan High School

36th graduate, 2016-2019

PUBLICATIONS

Long-Term Pretraining for Temporal Action Detection with Transformers

Jihwan Kim, Miso Lee, and Jae-Pil Heo

Pattern Recognition (PR), 2025

[Arxiv]

• Keywords: Temporal Action Detection, Pre-training, Attention Mechanism

Prediction-Feedback DETR for Temporal Action Detection

Jihwan Kim, Miso Lee, Cheol-Ho Cho, Jihyun Lee, and Jae-Pil Heo

AAAI Conference on Artificial Intelligence (AAAI), 2025