Seungwoo Yoo

N1, Rm. 622, KAIST

291 Daehak-ro,

Yuseong-gu, Daejeon,

South Korea 34141

I am an M.S. student at KAIST Visual AI Group headed by Prof. Minhyuk Sung. I received my B.S. degree in Computer Science (Major) and Electrical Engineering (Minor) at KAIST in Aug. 2023.

My research interest encompasses various computational problems arising from the intersection of computer graphics and vision. In particular, my research area includes but is not limited to:

Generative Modeling for 3D Data;
3D Reconstruction;
Multimodal 3D Data Manipulation;
Geometry Processing.

For details, refer to my Curriculum Vitae (PDF).

News

Sep 26, 2024	Our paper Neural Pose Representation Learning for Generating and Transferring Non-Rigid Object Poses is accepted at NeurIPS 2024.
Aug 7, 2024	I am awarded the Outstanding TA Award from the KAIST School of Computing for the Spring 2024 semester, in recognition of my efforts as a TA for the course CS580: Computer Graphics.
Apr 8, 2024	I am selected as one of the first 120 recipients of the Graduate Presidential Science Scholarship out of 2980 applicants.
Feb 27, 2024	Our paper As-Plausible-As-Possible: Plausibility-Aware Mesh Deformation Using 2D Diffusion Priors is accepted at CVPR 2024.
Dec 18, 2023	I gave a talk at Jeonbuk Science High School with the title: “Generative AI for 3D Data”. Click here to download the slides.

Selected Publications

2024

Neural Pose Representation Learning for Generating and Transferring Non-Rigid Object Poses

Seungwoo Yoo, Juil Koo, Kyeongmin Yeo, and Minhyuk Sung

NeurIPS, 2024

arXiv Bib PDF

@inproceedings{yoo2024neuralpose,
  title = {{Neural Pose Representation Learning for Generating and Transferring Non-Rigid Object Poses}},
  author = {Yoo, Seungwoo and Koo, Juil and Yeo, Kyeongmin and Sung, Minhyuk},
  booktitle = {NeurIPS},
  year = {2024},
}

As-Plausible-As-Possible: Plausibility-Aware Mesh Deformation Using 2D Diffusion Priors

Seungwoo Yoo*, Kunho Kim*, Vladimir G. Kim, and Minhyuk Sung

CVPR, 2024

arXiv Bib Code Website

@inproceedings{yoo2024apap,
  title = {{As-Plausible-As-Possible: Plausibility-Aware Mesh Deformation Using 2D Diffusion Priors}},
  author = {Yoo*, Seungwoo and Kim*, Kunho and Kim, Vladimir G. and Sung, Minhyuk},
  booktitle = {CVPR},
  year = {2024},
}

2023

SALAD: Part-Level Latent Diffusion for 3D Shape Generation and Manipulation

Juil Koo*, Seungwoo Yoo*, Minh Hieu Nguyen*, and Minhyuk Sung

ICCV, 2023

arXiv Bib Code Demo Website

@inproceedings{koo2023salad,
  title = {{SALAD}: Part-Level Latent Diffusion for 3D Shape Generation and Manipulation},
  author = {Koo*, Juil and Yoo*, Seungwoo and Nguyen*, Minh Hieu and Sung, Minhyuk},
  booktitle = {ICCV},
  year = {2023},
  demo = {https://huggingface.co/spaces/KAIST-Geometric-AI-Lab/salad-demo},
}