Hyunsu Kim

Research Scientist at NAVER AI Lab

hyunsu1125.kim@navercorp.com

About

I am a research scientist at NAVER AI Lab. In our Generation Research team, I've been working with Junho Kim, Gayoung Lee, and Yunjey Choi . Our team was working with Prof. Jun-Yan Zhu in 2021~2023. I received my B.S. and M.S degrees in computer science and engineering from Seoul National University in 2019 and 2021, respectively. During my Master’s program, I was advised by Prof. Sungjoo Yoo. My research interests are generative models including Generative Adversarial Network(GAN), generative Neural Radiance Fields (NeRF), diffusion models, etc.

Publications

Most recent publications on Google Scholar.
‡ indicates equal contribution.

3D-aware Blending with Generative NeRFs

Hyunsu Kim, Gayoung Lee, Yunjey Choi, Jin-Hwa Kim, Jun-Yan Zhu

ICCV, 2023

Project Paper Code

BallGAN: 3D-aware Image Synthesis with a Spherical Background

Minjung Shin, Yunji Seo, Jeongmin Bae, Young Sun Choi, Hyunsu Kim, Hyeran Byun, Youngjung Uh

ICCV, 2023

Project Paper Code

Diffusion Models with Grouped Latents for Interpretable Latent Space

Sangyun Lee, Gayoung Lee, Hyunsu Kim, Junho Kim, Youngjung Uh

ICMLW, 2023

Paper

User-friendly Image Editing with Minimal Text Input: Leveraging Captioning and Injection Techniques

Sunwoo Kim, Wooseok Jang, Hyunsu Kim, Junho Kim, Yunjey Choi, Seungryong Kim, Gayeong Lee

arXiv, 2023

Paper

Diffusion Video Autoencoders: Toward Temporally Consistent Face Video Editing via Disentangled Video Encoding

Gyeongman Kim, Hajin Shim, Hyunsu Kim, Yunjey Choi, Junho Kim, Eunho Yang

CVPR, 2023

Project Paper Code

Context-Preserving Two-Stage Video Domain Translation for Portrait Stylization

Doyeon Kim, Eunji Ko, Hyunsu Kim, Yunji Kim, Junho Kim, Dongchan Min, Junmo Kim, Sung Ju Hwang

CVPRW, 2023

Paper

Learning Input-agnostic Manipulation Directions in StyleGAN with Text Guidance

Yoonjeon Kim, Hyunsu Kim, Junho Kim, Yunjey Choi, Eunho Yang

ICLR 2023

Paper Code

Generator Knows What Discriminator Should Learn in Unconditional GANs

Gayoung Lee, Hyunsu Kim, Junho Kim, Seonghyeon Kim, Jung-Woo Ha, Yunjey Choi

ECCV 2022

Paper Code

Generating videos with dynamics-aware implicit generative adversarial networks

Sihyun Yu‡, Jihoon Tack‡, Sangwoo Mo‡, Hyunsu Kim, Junho Kim, Jung-Woo Ha, Jinwoo Shin

ICLR 2022

Project Paper Code

StyleMapGAN: Exploiting Spatial Dimensions of Latent in GAN for Real-time Image Editing

Hyunsu Kim, Yunjey Choi, Junho Kim, Sungjoo Yoo, Youngjung Uh

CVPR 2021

Paper Video Code

Tag2pix: Line art colorization using text tag with secat and changing loss

Hyunsu Kim‡, Ho Young Jhoo‡, Eunhyeok Park, Sungjoo Yoo

ICCV 2019

Paper Code

Vitæ

Hyunsu Kim
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