Shin Dong-Yeon

Ph.D. Student at KAIST, Advanced Machine Intelligence Lab

shindy@kaist.ac.kr| shindy.duke@gmail.com| shin-dong-yeon.github.io| Google Scholar

Education

Korea Advanced Institute of Science and Technology, KAIST Daejeon, Korea
Ph.D., Electrical Engineering (Advisor: Tae-Hyun Oh) Mar. 2026 – Present
Pohang University of Science and Technology, POSTECH Pohang, Korea
M.S., Electrical Engineering (Advisor: Tae-Hyun Oh) Feb. 2024 – Feb. 2026
Thesis: High Dynamic Range Space-Time View Synthesis of Dynamic Scenes
Pohang University of Science and Technology, POSTECH Pohang, Korea
B.S., Electrical Engineering Feb. 2019 – Feb. 2024

Research Interests

Inferring the physical world — shape, motion, color, and light — from ordinary images, so that scenes can be relit, re-rendered, and animated rather than merely replayed.
Keywords: 3D/4D scene reconstruction, neural rendering, generative models, high dynamic range imaging, computer vision.

Publications

Abbreviations
ECCVEuropean Conference on Computer Vision
ICLRInternational Conference on Learning Representations
IPIUWorkshop on Image Processing and Image Understanding

Conference Papers

Awards & Honors

Outstanding Poster Award, IPIU 2025
“HDR-NSFF: High Dynamic Range Neural Scene Flow Fields”

Professional Activities

Reviewer for Conference Papers

Infrastructure

Experience

Advanced Machine Intelligence Lab, POSTECH Pohang, Korea
Undergraduate Research Intern (Advisor: Tae-Hyun Oh) 2023
Robust optical flow estimation under exposure change.
Samsung Mobile eXperience, Communication Processor Lab Suwon, Korea
Research Intern (Advisor: Yongsang Cho) Jul. – Aug. 2022
Smartwatch-based hand gesture recognition.
SK Hynix, Test Prior Technology Team Seongnam, Korea
Intern Jun. – Aug. 2021
Performance and quality assessment methodology for SSD and HDD.

Teaching

Last updated September 2026