Publications
Feature Statistics Mixing Regularization for Generative Adversarial Networks
Junho Kim, Yunjey Choi, Youngjung Uh
CVPR 2022
Contrastive and consistent feature learning for weakly supervised object localization and semantic segmentation
Minsong Ki, Youngjung Uh, Wonyoung Lee, Hyeran Byun,
Neurocomputing 2021
Rethinking the Truly Unsupervised Image-to-Image Translation
Kyungjune Baek, Yunjey Choi, Youngjung Uh, Jaejun Yoo, Hyunjung Shim,
ICCV 2021
Exploiting Spatial Dimensions of Latent in GAN for Real-time Image Editing
Hyunsu Kim, Yunjey Choi, Junho Kim, Sungjoo Yoo, Youngjung Uh
CVPR 2021
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
ArrowGAN : Learning to Generate Videos by Learning Arrow of Time
Kibeom Hong*, Youngjung Uh*, Hyeran Byun (*: contributed equally)
Neurocomputing 2021
In-sample Contrastive Learning and Consistent Attention for Weakly Supervised Object Localization (Oral)
Minsong Ki, Youngjung Uh, Wonyoung Lee, Hyeran Byun
ACCV 2020
Reliable Fidelity and Diversity Metrics for Generative Models
Muhammad Ferjad Naeem*, Seong Joon Oh*, Youngjung Uh, Yunjey Choi, Jaejun Yoo (*: contributed equally)
International Conference on Machine Learning (ICML) 2020
StarGAN v2: Diverse Image Synthesis for Multiple Domains
Yunjey Choi*, Youngjung Uh*, Jaejun Yoo*, Jung-Woo Ha (*: contributed equally)
IEEE Conference on Computer Vision and Pattern Recognition (CVPR) 2020
Background Suppression Network for Weakly-supervised Temporal Action Localization
Pilhyeon Lee, Youngjung Uh, Hyeran Byun
AAAI Conference on Artificial Intelligence (AAAI) 2020
Photorealistic Style Transfer via Wavelet Transforms
Jaejun Yoo*, Youngjung Uh*, Sanghyuk Chun*, Byeongkyu Kang, Jung-Woo Ha (*: contributed equally)
IEEE International Conference on Computer Vision (ICCV) 2019
Discovering Overlooked Objects: Context-based Boosting of Object Detection in Indoor Scenes
Jongkwang Hong, Yongwon Hong, Youngjung Uh, Hyeran Byun
Pattern Recognition Letters 2017
Weighing Classes and Streams: Toward Better Methods for Two-stream Convolutional Networks
Hoseong Kim, Youngjung Uh, Seunghyun Ko, Hyeran Byun
Optical Engineering 2016
Multi-view 3D Reconstruction by Random-search and Propagation with View-dependent Patch Maps
Youngjung Uh Hyeran Byun
Multimedia Tools and Applications, 2016
Real-time Background Subtraction Based on GPGPUfor High-Resolution Video Surveillance
Sunhee Hwang, Youngjung Uh, Minsong Ki, Kwangyoung Lim, Daeyong Park, Hyeran Byun
ACM International Conference on Ubiquitous Information Management and Communication 2017
Illumination Invariant Color Segmentation Method based on Cluster Center Tree for Traffic Sign Detection
Byeongdae Woo, Youngjung Uh, Kwangyong Lim, Yeongwoo Choi, Hyeran Byun
ACM International Conference on Ubiquitous Information Management and Communication 2015
Efficient Multiview Stereo by Random-Search and Propagation
Youngjung Uh, Yasuyuki Matsushita, Hyeran Byun
IEEE International Conference on 3D Vision (3DV) 2014
Real-time Korean Traffic Sign Detection and Recognition
Jihie Kim, Kwangyong Lim, Youngjung Uh, SeungGyu Kim, Youngwoo Choi, Hyeran Byun
ACM International Conference on Ubiquitous Information Management and Communication 2013
Color and Shape Feature-based Detection of Speed Sign in Real-time
Seunggyu Kim, Seongdo Kim, Youngjung Uh, Hyeran Byun
IEEE International Conference on Systems, Man, and Cybernetics 2012
Generating Panorama Image by Synthesizing Multiple Homography
Seongdo Kim, Youngjung Uh, Hyeran Byun
IEEE International Conference on Image Processing (ICIP) 2012
Service Oriented Architecture based Biometric using Random Features and Incremental Neural Networks
Kwontaeg Choi, Kar-Ann Toh, Youngjung Uh, Hyeran Byun
Soft Computing 2012
Plot Preservation Approach for Video Summarization
Yeosun Lim, Youngjung Uh, Hyeran Byun
IEEE International Conference on Systems, Man, and Cybernetics, 2011