About Me
Hello, I am Sanggyun Ma, currently working at the Intelligent Robotics Research Center at the Korea Electronics Technology Institute (KETI). I received my M.S. in the Department of Interdisciplinary Studies of Artificial Intelligence at DGIST, South Korea, under the supervision of Prof. Sunghoon Im in the DGIST Computer Vision Lab. My research interests lie in computer vision, and physical AI, with a particular focus on 3D reconstruction, monocular depth estimation, robotics, and reinforcement learning.
Education
DGIST, M.S. in Interdisciplinary Studies of Artificial Intelligence (2024.02 - 2026.02)
GPA: 4.0/4.3
Yeungnam University, B.S. in Computer Engineering (2020.02 - 2024.02)
GPA: 4.47/4.5 (Summa Cum Laude)
Experience
Robot
3D Computer Vision
Deep Learning
Publications
Semantic-Enhanced Monocular Depth Estimation via Fusion and Distillation of Foundation Models
Sanggyun Ma*, Wonjoon Choi*, Jihun Park, Jaeyeul Kim and Sunghoon Im, 2025 ICCVw, 2026 ICEIC
Bridging Geometric and Semantic Foundation Models for Generalized Monocular Depth Estimation
Sanggyun Ma*, Wonjoon Choi*, Jihun Park*, Seunghun Lee, Jiwan Seo, and Sunghoon Im, 2026 ICEIC
Flexible Carbon Neutralization Strategy: Customized Dynamic Server Management for Energy Efficiency Optimization
Sang-Gyun Ma, Dong-Gun Lee, Yeong-Seok Seo, 2023 IEEE Access
Towards carbon-neutralization: deep learning-based server management method for efficient energy operation in data center
Sang-Gyun Ma, Jaehyun Park, Yeong-Seok Seo, 2023 KIPS Transactions on Software and Data Engineering (KTSDE)
탄소중립적 데이터 센터 운영을 위한 LSTM 기반 서버 관리 모델
Sang-Gyun Ma, Jaehyun Park, Yeong-Seok Seo, 2022 한국정보처리학회 학술대회논문집
Awards
국가 이공계 우수장학금, 한국장학재단 (2020.02 - 2024.02)
성적우수장학금, 영남대학교 (2020.09 - 2024.02)
특별장학금(학과추천), 영남대학교 (2021, 2022)
지역인재육성장학금, 영남대학교 (2020.03)
Other
학부연구생, Yeungnam Univ. (2021.03-2024.02)
국가우수장학생 성장지원 멘토링 멘토 (2025. 12. 4.)
Skills
Languages
Python, C, C++
Frameworks & Tools
PyTorch, ROS2
English
TOEIC Speaking Intermediate High (Score: 150)