Hyunsu Kim

According to our database, Hyunsu Kim authored at least 29 papers between 2019 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

Fast Ensembling with Diffusion Schr\"odinger Bridge.

Hyunsu Kim, Jongmin Yoon, Juho Lee

CoRR, 2024

Variational Partial Group Convolutions for Input-Aware Partial Equivariance of Rotations and Color-Shifts.

Hyunsu Kim, Yegon Kim, Hongseok Yang, Juho Lee

Proceedings of the Forty-first International Conference on Machine Learning, 2024

Fast Ensembling with Diffusion Schrödinger Bridge.

Hyunsu Kim, Jongmin Yoon, Juho Lee

Proceedings of the Twelfth International Conference on Learning Representations, 2024

A Wedge Fastening Strength Recognition System for Safety Diagnosis of Large-Capacity Generators and Propulsion Systems For Navy Vessels.

Deokgyu Yun, Junyoung Kim, Hyunsu Kim, Younggeun Kim

Proceedings of the IEEE International Conference on Big Data and Smart Computing, 2024

2023

Acoustic Metamaterial Design by Phase Delay Derivation Using Transfer Matrix.

Hyunsu Kim, Yoon-Jung Kwon, Sangwoo Lee

Symmetry, February, 2023

Sequential Data Generation with Groupwise Diffusion Process.

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

CoRR, 2023

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

CoRR, 2023

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

CoRR, 2023

Symmetry-Based Modeling and Hybrid Orientation-Force Control of Wearable Cutaneous Haptic Device.

Somang Lee, Hyunsu Kim, Dongjun Lee

IROS, 2023

Regularizing Towards Soft Equivariance Under Mixed Symmetries.

Hyunsu Kim, Hyungi Lee, Hongseok Yang, Juho Lee

Proceedings of the International Conference on Machine Learning, 2023

Probabilistic Imputation for Time-series Classification with Missing Data.

Seunghyun Kim, Hyunsu Kim, Eunggu Yun, Hwangrae Lee, Jaehun Lee, Juho Lee

Proceedings of the International Conference on Machine Learning, 2023

Learning Input-agnostic Manipulation Directions in StyleGAN with Text Guidance.

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

Proceedings of the Eleventh International Conference on Learning Representations, 2023

Chest X-Ray Feature Pyramid Sum Model with Diseased Area Data Augmentation Method.

Changhyun Kim, Giyeol Kim, Sooyoung Yang, Hyunsu Kim, Sangyool Lee, Hansu Cho

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

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

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

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

3D-aware Blending with Generative NeRFs.

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

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Integrating 360 Degree, Virtual Reality (VR) Content via Head Mounted Displays (HMD) into Social Sciences Classes.

Brian J. Mihalik, Hyunsu Kim, Linda Mihalik

Proceedings of the HCI International 2023 Posters, 2023

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

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022

Memory Efficient Patch-based Training for INR-based GANs.

Namwoo Lee, Hyunsu Kim, Gayoung Lee, Sungjoo Yoo, Yunjey Choi

CoRR, 2022

Day-Ahead Short-Term Load Forecasting for Holidays Based on Modification of Similar Days' Load Profiles.

Jihoo Son, Jiwon Cha, Hyunsu Kim, Young-Min Wi

IEEE Access, 2022

Learning Probabilistic Models for Static Analysis Alarms.

Hyunsu Kim, Mukund Raghothaman, Kihong Heo

Proceedings of the 44th IEEE/ACM 44th International Conference on Software Engineering, 2022

Generating Videos with Dynamics-aware Implicit Generative Adversarial Networks.

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

Proceedings of the Tenth International Conference on Learning Representations, 2022

Generator Knows What Discriminator Should Learn in Unconditional GANs.

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

Proceedings of the Computer Vision - ECCV 2022, 2022

2021

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

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

CoRR, 2021

Deep Hedging, Generative Adversarial Networks, and Beyond.

Hyunsu Kim

CoRR, 2021

Heart rate trend forecasting during high-intensity interval training using consumer wearable devices.

Illia Fedorin, Kostyantyn Slyusarenko, Vitalii Pohribnyi, JongSeok Yoon, Gunguk Park, Hyunsu Kim

Proceedings of the ACM MobiCom '21: The 27th Annual International Conference on Mobile Computing and Networking, 2021

Analysis of the Novel Transformer Module Combination for Scene Text Recognition.

Yeon-Gyu Kim, Hyunsu Kim, Minseok Kang, Hyug Jae Lee, Rokkyu Lee, Gunhan Park

Proceedings of the 2021 IEEE International Conference on Image Processing, 2021

Exploiting Spatial Dimensions of Latent in GAN for Real-Time Image Editing.

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

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

2019

Data Cleaning for Accurate, Fair, and Robust Models: A Big Data - AI Integration Approach.

Ki Hyun Tae, Yuji Roh, Young Hun Oh, Hyunsu Kim, Steven Euijong Whang

Proceedings of the 3rd International Workshop on Data Management for End-to-End Machine Learning, 2019

Tag2Pix: Line Art Colorization Using Text Tag With SECat and Changing Loss.

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

Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019