Kim Youwang

youwang.kim@postech.ac.kr

Kim Youwang I am a Ph.D. student at AMILab at POSTECH, advised by Tae-Hyun Oh. I am also a research scientist intern at Meta Reality Labs - Codec Avatars team, working with Chen Cao, Yaser Sheikh, and Jovan Popović. I have a close research collaboration with Gerard Pons-Moll, and was a visiting researcher at Real Virtual Humans Group at the Univ. of Tübingen. I received my bachelor's degree in Electrical Engineering from POSTECH.

I work on research projects at the intersection of computer graphics, vision, and machine learning. My research interests are the generative modeling of 3D/4D virtual humans, animals, and objects by understanding their realistic shapes and appearances.

CV | Google Scholar | GitHub

News

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Research Experiences

Publications

A Large-Scale 3D Face Mesh Video Dataset via Neural Re-parameterized Optimization
Kim Youwang, Lee Hyun*, Kim Sung-Bin*, Suekyeong Nam, Janghoon Ju, Tae-Hyun Oh
TMLR 2024
Project page | Paper | Openreview | Code (TBA)

Paint-it: Text-to-Texture Synthesis via Deep Convolutional Texture Map Optimization and Physically-Based Rendering
Kim Youwang, Tae-Hyun Oh, Gerard Pons-Moll
CVPR 2024
Project page | Paper | Video | Code | Poster
- Best Poster Award at POSTECH-KAIST joint ML workshop 2024
- Presented in AI for Content Creation Workshop (AI4CC) at CVPR 2024
- Presented in AI for 3D Generation Workshop (AI3DG) at CVPR 2024

MeTTA: Single-View to 3D Textured Mesh Reconstruction with Test-Time Adaptation
Kim Yu-Ji, Hyunwoo Ha, Kim Youwang, Jaeheung Surh, Hyowon Ha, Tae-Hyun Oh
BMVC 2024
Project page

ObjectDR: Object-Centric Domain Randomization for 3D Shape Reconstruction in the Wild
Junhyeong Cho, Kim Youwang, Hunmin Yang, Tae-Hyun Oh
CVPRW 2024
Project page | Paper

CLIP-Actor-X: Text-driven 4D Human Avatar Generation via Cross-modal Synthesis-through-Optimization
Kim Youwang*, Taehyun Byun*, Kim Ji-Yeon, Sungjoon Choi, Tae-Hyun Oh
Journal under review

Feed-Forward Photorealistic Style Transfer for Large-Scale 3D Neural Radiance Fields
GeonU Kim, Kim Youwang, Tae-Hyun Oh
AAAI 2024
Project page | Paper | Code

Text-driven Human Avatar Generation by Neural Re-parameterized Texture Optimization
Kim Youwang, Tae-Hyun Oh
ICCVW 2023
Paper | Poster

STREAM: Spatio-Temporally Consistent Face Mesh Reconstruction on Videos
Kim Youwang, Lee Hyun*, Kim Sung-Bin*, Suekyeong Nam, Janghoon Ju, Tae-Hyun Oh
CVPRW 2023
Poster

Multi-stage Adaptive Rank Statistic Pruning for Lightweight Human 3D Mesh Recovery Model
Dong Hun Ryou, Kim Youwang, Tae-Hyun Oh
The Visual Computer Journal (TVCJ) 2023
Paper

CLIP-Actor: Text-Driven Recommendation and Stylization for Animating Human Meshes
Kim Youwang*, Kim Ji-Yeon*, Tae-Hyun Oh
ECCV 2022
Project page | Paper | Video | Code | Poster
- Grand Prize (1st place, Minister's award, $12K) at ICT paper awards 2023
- Qualcomm Innovation Award Winner 2022
- Presented in AI for Content Creation Workshop (AI4CC) at CVPR 2023

FastMETRO: Cross-Attention of Disentangled Modalities for 3D Human Mesh Recovery with Transformers
Junhyeong Cho, Kim Youwang, Tae-Hyun Oh
ECCV 2022
Project page | Paper | Code | Poster

Unified 3D Mesh Recovery of Humans and Animals by Learning Animal Exercise
Kim Youwang, Kim Ji-Yeon, Kyungdon Joo, Tae-Hyun Oh
BMVC 2021
Project page | Paper

Awards & Honors

Talks

Academic Services

Misc.

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