Publications

FLoD: Integrating Flexible Level of Detail into 3D Gaussian Splatting for Customizable Rendering

Yunji Seo*, Young Sun Choi*, Hyun Seung Son, Youngjung Uh

arxiv

[paper] [project page]


Rethinking Open-Vocabulary Segmentation of Radiance Fields in 3D Space

Hyunjee Lee*, Youngsik Yun*, Jeongmin Bae, Seoha Kim, Youngjung Uh

arxiv

[paper] [project page]


Harnessing Text-to-image Models for Video Generation

Mingi Kwon, Seoung Wug Oh, Yang Zhou, Difan Liu, Joon-Young Lee,

Haoran Cai, Baqiao Liu, Feng Liu, Youngjung Uh

ECCV 2024

[project page]

Per-Gaussian Embedding-Based Deformation for Deformable 3D Gaussian Splatting

Jeongmin Bae*, Seoha Kim*, Youngsik Yun, Hahyun Lee, Gun Bang, Youngjung Uh

ECCV 2024

[paper][project page]

Eye-for-an-eye: Appearance Transfer with Semantic Correspondence in Diffusion Models

Sooyeon Go, Kyungmook Choi, Minjung Shin, Youngjung Uh

arxiv

[paper][project page]

Attribute Based Interpretable Evaluation Metrics for Generative Models

Dongkyun Kim*, Mingi Kwon*, Youngjung Uh

ICML 2024

[paper][project page][code]

Visual Style Prompting with Swapping Self-Attention

Jaeseok Jeong*, Junho Kim*, Yunjey Choi, Gayoung Lee, Youngjung Uh

Best paper award🏆 at AI4CC 2024 (CVPR workshop)

[paper][project page]

Sync-NeRF: Generalizing Dynamic NeRFs to Unsynchronized Videos

Seoha Kim*, Jeongmin Bae*, Youngsik Yun, Hahyun Lee, Gun Bang, Youngjung Uh

AAAI 2024

[paper][project page]

Training-free Style Transfer Emerges from h-space in Diffusion models

Jaeseok Jeong*, Mingi Kwon*, Youngjung Uh

WACV 2024

[paper][project page]

Semantic Image Synthesis with Unconditional Generator

Jungwoo Chae*, Hyunin Cho*, Sooyeon Go, Kyungmook Choi, Youngjung Uh

NeurIPS 2023

[project page]

Understanding the Latent Space of Diffusion Models through the Lens of Riemannian Geometry

Yong-Hyun Park*, Mingi Kwon*, Jaewoong Choi, Junghyo Jo, Youngjung Uh

NeurIPS 2023

[paper]

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

[paper][project page]

AesPA-Net: Aesthetic Pattern-Aware Style Transfer Networks

Kibeom Hong, Seogkyu Jeon, Junsoo Lee, Namhyuk Ahn, Kunhee Kim, Pilhyeon Lee, Daesik Kim, Youngjung Uh, Hyeran Byun

ICCV 2023

[paper][project page]

Diffusion Models Already Have a Semantic Latent Space

Mingi Kwon, Jaeseok Jeong, Youngjung Uh

ICLR 2023 (notable-top-25%)

Samsung Humantech paper award - Gold prize

[paper][project page]

FurryGAN: High Quality Foreground-aware Image Synthesis

Jeongmin Bae, Mingi Kwon, Youngjung Uh

ECCV 2022

[paper][project page]

Feature Statistics Mixing Regularization for Generative Adversarial Networks

Junho Kim, Yunjey Choi, Youngjung Uh

CVPR 2022

[paper][code]

Rethinking the Truly Unsupervised Image-to-Image Translation

Kyungjune Baek, Yunjey Choi, Youngjung Uh, Jaejun Yoo, Hyunjung Shim,

ICCV 2021

[paper][code]

Contrastive Attention Maps for Self-supervised Co-localization

Minsong Ki, Youngjung Uh, Junsuk Choe, Hyeran Byun,

ICCV 2021 [paper]

Contrastive and consistent feature learning for weakly supervised object localization and semantic segmentation

Minsong Ki, Youngjung Uh, Wonyoung Lee, Hyeran Byun,

Neurocomputing, 2021 [paper]

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][code]

AdamP: Slowing Down the Slowdown for Momentum Optimizers on Scale-invariant Weights

Byeongho Heo, Sanghyuk Chun, Seong Joon Oh, Dongyoon Han, Sangdoo Yun, Gyuwan Kim, Youngjung Uh, Jung-Woo Ha

ICLR 2021

[paper][code]

ArrowGAN : Learning to Generate Videos by Learning Arrow of Time

Kibeom Hong*, Youngjung Uh*, Hyeran Byun (*: contributed equally)

Neurocomputing, 2021

[paper]

In-sample Contrastive Learning and Consistent Attention for Weakly Supervised Object Localization (Oral)

Minsong Ki, Youngjung Uh, Wonyoung Lee, Hyeran Byun

ACCV 2020

[paper]

Reliable Fidelity and Diversity Metrics for Generative Models

Muhammad Ferjad Naeem*, Seong Joon Oh*, Youngjung Uh, Yunjey Choi, Jaejun Yoo (*: contributed equally)

ICML 2020

[paper][code]

StarGAN v2: Diverse Image Synthesis for Multiple Domains

Yunjey Choi*, Youngjung Uh*, Jaejun Yoo*, Jung-Woo Ha (*: contributed equally)

CVPR 2020

[paper][code]


Background Suppression Network for Weakly-supervised Temporal Action Localization

Pilhyeon Lee, Youngjung Uh, Hyeran Byun

AAAI 2020

[paper][code]

Photorealistic Style Transfer via Wavelet Transforms

Jaejun Yoo*, Youngjung Uh*, Sanghyuk Chun*, Byeongkyu Kang, Jung-Woo Ha (*: contributed equally)

ICCV 2019

[paper][code]

Older publications can be found in google scholar.