
Kyumin Hwang
Ph.D. Student
kyumin at dgist.ac.kr
Research Interests
- 3D Computer Vision including Multi-View Stereo (MVS) for 3D Reconstruction
- Deep Learning with Geometry for Autonomous Driving
Education
- Ph.D. Student in Electrical Engineering and Computer Science, DGIST, Mar 2022 – present.
- M.S. in Information and Communication Engineering, DGIST, Feb 2022.
Publication
- Wonhyeok Choi*, Kyumin Hwang*, Wei Peng, Minwoo Choi, Sunghoon Im†, “Self-supervised Monocular Depth Estimation Robust to Reflective Surface Leveraged by Triplet Mining”, International Conference on Learning Representations (ICLR), 2025.
- Wonhyeok Choi*, Kyumin Hwang*, Minwoo Choi, Kiljoon Han, Wonjoon Choi, Mingyu Shin, Sunghoon Im†, “Intrinsic Image Decomposition for Robust Self-supervised Monocular Depth Estimation on Reflective Surfaces”, The Association for the Advancement of Artificial Intelligence (AAAI), 2025.
- Jinwoo Bae, Kyumin Hwang, Sunghoon Im†, “A Study on the Generality of Neural Network Structures for Monocular Depth Estimation”, IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), Apr 2024.
Scholarships & Awards
- Top Prize, 16th ICT Paper Competition and Grand Exhibition, Dec 2024.