Biography
I am a Ph.D. student at the Artificial Intelligence and Robotics Lab., Department of Software Convergence, Kyung Hee University, Republic of Korea. I study visual perception using deep neural representation. I received B.S. degree in the Department of Software at Gachon University in 2022 and M.S. degree in the Department of Software Convergence at Kyung Hee University in 2024. My research interest includes Computer Vision, Deep Representation Learning, and Model Compression. Recently, I focus on model compression in the perspective of redundant representation of neural networks.
- Computer Vision
- Artificial Intelligence
- Representation Learning
- Model Compression
Ph.D. in Artificial Intelligence, 2024 - Present
Kyung Hee Univeresity
M.S. in Artificial Intelligence, 2022 - 2024
Kyung Hee University
B.S. in Computer Science, 2018 - 2022
Gachon University
Skills
Publications
Experience
Responsibilities include:
- Robot Perception Team
- Lightweight AI Development
Deep Learning / Knowledge Distillation / Probabilistics
Responsibilities include:
- Lab. Leader (2023)
- M.S. Researcher
PyTorch / Deep Learning / Probabilistics / Linear Algebra
Subjects include:
- Operating System (CSE301-01, Spring Sem. 2022.)
- Robot Programming (SWCON331-00, Fall Sem. 2022.)
- Web/Python Programming (SWCON104-01, Spring & Fall Sem. 2023.)
- Reinforcement Learning (SWCON495-00, Fall Sem. 2024.)
Responsibilities include:
- CAD Development Team
- 3D Model Visualization
C++ / VTK / Linear Algebra / Geometry
Subjects include:
- Object-oriented Programming (09805003–4, Spring Sem. 2020.)
- Software Implementation Patterns (11494005, Fall Sem. 2020.)
Contact
- geunhyeok@khu.ac.kr
- +82) 32 201 5570
- 1732 Deogyeong-daero, Giheung-gu, Yongin-si, Gyeonggi-do 17104
- Room 443-1, College of Electronics and Information, Kyung Hee University