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seoha-kim/README.md

Seoha Kim

My research focuses on enabling AI to perceive and understand dynamic 3D environments, with interests in 4D scene understanding/reconstruction, vision-language models, multimodal large language models, and 3D scene graphs.

πŸŽ“ Education

  • PhD Student in Computing and Information Systems, University of Melbourne 2026.2 ~
  • Master in Artificial Intelligence, Yonsei University 2022.3 ~ 2024.8
  • Bachelor in Business Administration and Cognitive Science (Double Major), Yonsei University 2015.3 ~ 2021.2

πŸ’­ Research Collaboration

  • Meta Reality Labs/Microsoft Zurich 2024.9 ~
  • Electronics and Telecommunications Research Institute (ETRI) 2023.1 ~ 2024.6
  • LG Display 2022.2 ~ 2022.12

πŸ“‘ Selected Papers

  • Hand-4DGS: Feed-Forward 3D Gaussian Splatting for 4D Hand Reconstruction from Egocentric Videos Under Review
  • Per-Gaussian Embedding based Deformation for Deformable 3D Gaussian Splatting ECCV 2024
  • Sync-NeRF: Generalizing Dynamic NeRFs to Unsynchronized Videos AAAI 2024

Pinned Loading

  1. E-D3DGS E-D3DGS Public

    Forked from JeongminB/E-D3DGS

    [ECCV 2024] Official repository for "Per-Gaussian Embedding-Based Deformation for Deformable 3D Gaussian Splatting"

    Python 2

  2. Sync-4DRF Sync-4DRF Public

    [ECCVW 2024] Official repository for "Optimizing Dynamic NeRF and 3DGS with No Video Synchronization"

    5

  3. Sync-NeRF Sync-NeRF Public

    [AAAI 2024] Official repository for "Sync-NeRF: Generalizing Dynamic NeRFs to Unsynchronized Videos"

    Jupyter Notebook 60 4

  4. 4D-Scaffold-GS 4D-Scaffold-GS Public

    Forked from raikuma/4D-Scaffold-GS

    [AAAI 2026] 4D Scaffold Gaussian Splatting with Dynamic-Aware Anchor Growing for Efficient and High-Fidelity Dynamic Scene Reconstruction

    Python

  5. OR2 OR2 Public

    Forked from bbangsik13/OR2

    [SIGGRAPH 2025] Official implementation for "Compensating Spatiotemporally Inconsistent Observations for Online Dynamic 3D Gaussian Splatting"

    Python

  6. Open3DRF Open3DRF Public

    Forked from hyunji12/Open3DRF

    [AAAI 2025] Official repository for "Rethinking Open-Vocabulary Segmentation of Radiance Fields in 3D Space"