Suyoung Lee

Ph.D. Candidate at Computer Vision Lab, Seoul National University

prof_pic.jpg

Seoul National University

Seoul, South Korea

esw0116@snu.ac.kr

       

I am a Ph.D. candidate majoring computer vision with deep learning at Computer Vision Lab in Seoul National University, under professor Kyoung Mu Lee.

Early in my PhD studies, I was interested in low-level vision problems such as image restoration and frame interpolation. I have served as a co-organizer on two tracks (image deblurring and video super-resolution) at NTIRE Workshop in CVPR 2021.

Recently, I have been interested in 3D vision problems, and have been researching 3D scene reconstruction using 3D Gaussian splatting, and further, high-quality and large-scale scene generation problems. In particular, I am working on holistic scene reconstruction by utilizing wide FoV of omnidirectional images such as ODGS and OmniSplat.

Publications

  1. arXiv
    luciddreamer.png
    LucidDreamer: Domain-free Generation of 3D Gaussian Splatting Scenes
    Jaeyoung Chung*, Suyoung Lee*, Hyeongjin Nam, and 2 more authors
    IEEE Transactions on Visualization and Computer Graphics (TVCG), 2025
    arXiv HTML
  2. arXiv
    starrygazer.png
    StarryGazer: Leveraging Monocular Depth Estimation Models for Domain-Agnostic Single Depth Image Completion
    Sangmin Hong*, Suyoung Lee*, and Kyoung Mu Lee
    arXiv preprint arXiv:2512.13147, 2025
    arXiv HTML
  3. CVPR
    omnisplat.png
    OmniSplat: Taming Feed-Forward 3D Gaussian Splatting for Omnidirectional Images with Editable Capabilities
    Suyoung Lee*, Jaeyoung Chung*, Kihoon Kim, and 4 more authors
    In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2025
    Highlight arXiv HTML
  4. NeurIPS
    odgs.png
    ODGS: 3D Scene Reconstruction from Omnidirectional Images with 3D Gaussian Splatting
    Suyoung Lee*, Jaeyoung Chung*, Jaeyoo Huh, and 1 more author
    In Advances in Neural Information Processing Systems (NeurIPS), 2024
    HTML
  5. ICCV
    mda.png
    Motion-Aware Dynamic Architecture for Efficient Frame Interpolation
    Myungsub Choi*, Suyoung Lee*, Heewon Kim, and 1 more author
    In Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV), 2021
    HTML
  6. CVPRW
    ntire_deblur.png
    NTIRE 2021 Challenge on Image Deblurring
    Seungjun Nah, Sanghyun Son, Suyoung Lee, and 2 more authors
    In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), 2021
    HTML
  7. CVPRW
    ntire_vsr.png
    NTIRE 2021 Challenge on Video Super-Resolution
    Sanghyun Son, Suyoung Lee, Seungjun Nah, and 2 more authors
    In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), 2021
    HTML
  8. WACV
    dynavsr.png
    DynaVSR: Dynamic Adaptive Blind Video Super-Resolution
    Suyoung Lee, Myungsub Choi, and Kyoung Mu Lee
    In Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), 2021
    HTML