Yu, Sihyun
- Representation Alignment for Generation: Training Diffusion Transformers Is Easier Than You Think
2024/10/09 by Sihyun Yu, Sangkyung Kwak, Yu, Sihyun +11 · 2 voices · 175 citations
Computer Science · #Reinforcement Learning in Robotics
- Video Probabilistic Diffusion Models in Projected Latent Space
2023/02/15 by Sihyun Yu, Kihyuk Sohn, Yu, Sihyun +5 · 9 citations
Computer Science · #Generative Adversarial Networks and Image Synthesis
- Generating Videos with Dynamics-aware Implicit Generative Adversarial Networks
2022/02/21 by Sihyun Yu, Jihoon Tack, Yu, Sihyun +11 · 5 citations
Computer Science · Engineering · #Generative Adversarial Networks and Image Synthesis #Human Motion and Animation #Human Pose and Action Recognition
- Consistency Regularization for Adversarial Robustness
2021/03/08 by Jihoon Tack, Sihyun Yu, Tack, Jihoon +9 · 3 citations
Computer Science · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Learning Large-scale Neural Fields via Context Pruned Meta-Learning
2023/02/01 by Tack, Jihoon, Kim, Subin, Yu, Sihyun +3 · 4 citations
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- RoMA: Robust Model Adaptation for Offline Model-based Optimization
2021/10/27 by Sihyun Yu, Sungsoo Ahn, Yu, Sihyun +5 · 3 citations
Computer Science · #Adversarial Robustness in Machine Learning #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification
- Scalable Neural Video Representations with Learnable Positional Features
2022/10/13 by Subin Kim, Sihyun Yu, Kim, Subin +5 · 2 citations
Computer Science · #Advanced Vision and Imaging #Human Pose and Action Recognition #Generative Adversarial Networks and Image Synthesis
- MALT Diffusion: Memory-Augmented Latent Transformers for Any-Length Video Generation
2025/02/18 by Sihyun Yu, Yu, Sihyun, Meera Hahn +15 · 5 citations
Computer Science · #Advanced Vision and Imaging #Computer Graphics and Visualization Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG)
- Efficient Video Diffusion Models via Content-Frame Motion-Latent Decomposition
2024/03/21 by Sihyun Yu, Weili Nie, Yu, Sihyun +9 · 2 citations
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Image Retrieval and Classification Techniques #Machine Learning (cs.LG) #Video Analysis and Summarization
- Abstract Reasoning via Logic-guided Generation
2021/07/22 by Yu, Sihyun, Mo, Sangwoo, Ahn, Sungsoo +1 · 1 citation
#Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Logic in Computer Science (cs.LO) #Machine Learning (cs.LG)
- Data-Efficient Molecular Generation with Hierarchical Textual Inversion
2024/05/05 by Seojin Kim, Kim, Seojin, Jae Hyun Nam +7 · 2 citations
Biochemistry, Genetics and Molecular Biology · Medicine · #Genetics, Bioinformatics, and Biomedical Research #Monoclonal and Polyclonal Antibodies Research #Chemical Synthesis and Analysis
- Controllable Human Image Generation with Personalized Multi-Garments
2024/11/25 by Yisol Choi, Sangkyung Kwak, Choi, Yisol +7 · 1 citation
Computer Science · Engineering · #3D Shape Modeling and Analysis #Computer Graphics and Visualization Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Visual Attention and Saliency Detection
- Decoupled MeanFlow: Turning Flow Models into Flow Maps for Accelerated Sampling
2025/10/28 by Lee, Kyungmin, Yu, Sihyun, Shin, Jinwoo · 4 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences