Yu, Sihyun

14 publications

CVPR 2025 Controllable Human Image Generation with Personalized Multi-Garments Yisol Choi, Sangkyung Kwak, Sihyun Yu, Hyungwon Choi, Jinwoo Shin

CVPR 2025 Efficient Long Video Tokenization via Coordinate-Based Patch Reconstruction Huiwon Jang, Sihyun Yu, Jinwoo Shin, Pieter Abbeel, Younggyo Seo

ICLR 2025 Representation Alignment for Generation: Training Diffusion Transformers Is Easier than You Think Sihyun Yu, Sangkyung Kwak, Huiwon Jang, Jongheon Jeong, Jonathan Huang, Jinwoo Shin, Saining Xie

ICML 2024 Data-Efficient Molecular Generation with Hierarchical Textual Inversion Seojin Kim, Jaehyun Nam, Sihyun Yu, Younghoon Shin, Jinwoo Shin

ICLR 2024 Efficient Video Diffusion Models via Content-Frame Motion-Latent Decomposition Sihyun Yu, Weili Nie, De-An Huang, Boyi Li, Jinwoo Shin, Anima Anandkumar

NeurIPSW 2023 Data-Efficient Molecular Generation with Hierarchical Textual Inversion Seojin Kim, Jaehyun Nam, Sihyun Yu, Younghoon Shin, Jinwoo Shin

CVPR 2023 Enhancing Multiple Reliability Measures via Nuisance-Extended Information Bottleneck Jongheon Jeong, Sihyun Yu, Hankook Lee, Jinwoo Shin

NeurIPS 2023 Learning Large-Scale Neural Fields via Context Pruned Meta-Learning Jihoon Tack, Subin Kim, Sihyun Yu, Jaeho Lee, Jinwoo Shin, Jonathan Richard Schwarz

CVPR 2023 Video Probabilistic Diffusion Models in Projected Latent Space Sihyun Yu, Kihyuk Sohn, Subin Kim, Jinwoo Shin

AAAI 2022 Consistency Regularization for Adversarial Robustness Jihoon Tack, Sihyun Yu, Jongheon Jeong, Minseon Kim, Sung Ju Hwang, Jinwoo Shin

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

NeurIPS 2022 Scalable Neural Video Representations with Learnable Positional Features Subin Kim, Sihyun Yu, Jaeho Lee, Jinwoo Shin

ICMLW 2021 Consistency Regularization for Adversarial Robustness Jihoon Tack, Sihyun Yu, Jongheon Jeong, Minseon Kim, Sung Ju Hwang, Jinwoo Shin

NeurIPS 2021 RoMA: Robust Model Adaptation for Offline Model-Based Optimization Sihyun Yu, Sungsoo Ahn, Le Song, Jinwoo Shin