Kim, Hyunsu

19 publications

ICML 2025 Active Learning with Selective Time-Step Acquisition for PDEs Yegon Kim, Hyunsu Kim, Gyeonghoon Ko, Juho Lee

NeurIPS 2025 Axial Neural Networks for Dimension-Free Foundation Models Hyunsu Kim, Jonggeon Park, Joan Bruna, Hongseok Yang, Juho Lee

ICML 2025 Ensemble Distribution Distillation via Flow Matching Jonggeon Park, Giung Nam, Hyunsu Kim, Jongmin Yoon, Juho Lee

ICLR 2025 Parameter Expanded Stochastic Gradient Markov Chain Monte Carlo Hyunsu Kim, Giung Nam, Chulhee Yun, Hongseok Yang, Juho Lee

NeurIPS 2025 Test Time Scaling for Neural Processes Hyungi Lee, Moonseok Choi, Hyunsu Kim, Kyunghyun Cho, Rajesh Ranganath, Juho Lee

ICLR 2024 Fast Ensembling with Diffusion Schrödinger Bridge Hyunsu Kim, Jongmin Yoon, Juho Lee

NeurIPS 2024 Learning Infinitesimal Generators of Continuous Symmetries from Data Gyeonghoon Ko, Hyunsu Kim, Juho Lee

ICML 2024 Variational Partial Group Convolutions for Input-Aware Partial Equivariance of Rotations and Color-Shifts Hyunsu Kim, Yegon Kim, Hongseok Yang, Juho Lee

ICCV 2023 3D-Aware Blending with Generative NeRFs Hyunsu Kim, Gayoung Lee, Yunjey Choi, Jin-Hwa Kim, Jun-Yan Zhu

ICCV 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

ICCVW 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

ICMLW 2023 Diffusion Models with Grouped Latents for Interpretable Latent Space Sangyun Lee, Gayoung Lee, Hyunsu Kim, Junho Kim, Youngjung Uh

CVPR 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

ICLR 2023 Learning Input-Agnostic Manipulation Directions in StyleGAN with Text Guidance Yoonjeon Kim, Hyunsu Kim, Junho Kim, Yunjey Choi, Eunho Yang

ICML 2023 Probabilistic Imputation for Time-Series Classification with Missing Data Seunghyun Kim, Hyunsu Kim, Eunggu Yun, Hwangrae Lee, Jaehun Lee, Juho Lee

ICML 2023 Regularizing Towards Soft Equivariance Under Mixed Symmetries Hyunsu Kim, Hyungi Lee, Hongseok Yang, Juho Lee

ICLR 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

ECCV 2022 Generator Knows What Discriminator Should Learn in Unconditional GANs Gayoung Lee, Hyunsu Kim, Junho Kim, Seonghyeon Kim, Jung-Woo Ha, Yunjey Choi

CVPR 2021 Exploiting Spatial Dimensions of Latent in GAN for Real-Time Image Editing Hyunsu Kim, Yunjey Choi, Junho Kim, Sungjoo Yoo, Youngjung Uh