Seong Jae Hwang
- See What You Are Told: Visual Attention Sink in Large Multimodal Models
2025/03/05 by Seil Kang, Kang, Seil, Jinyeong Kim +5 · 1 voice · 42 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #cs.AI #cs.CV
- EAGLE: Eigen Aggregation Learning for Object-Centric Unsupervised Semantic Segmentation
2024/03/03 by Chanyoung Kim, Woojung Han, Kim, Chanyoung +5 · 11 citations
Computer Science · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications
- Domain Adversarial Neural Networks for Domain Generalization: When It Works and How to Improve
2021/02/07 by Anthony Sicilia, Sicilia, Anthony, Xingchen Zhao +3 · 4 citations
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #cs.CV #cs.LG
- DragText: Rethinking Text Embedding in Point-based Image Editing
2024/07/25 by Gayoon Choi, Choi, Gayoon, Taejin Jeong +4 · 9 citations
Computer Science · #Advanced Image and Video Retrieval Techniques
- Distilling Spectral Graph for Object-Context Aware Open-Vocabulary Semantic Segmentation
2024/11/26 by Chanyoung Kim, Kim, Chanyoung, Dayun Ju +7 · 7 citations
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
- Test-time Fourier Style Calibration for Domain Generalization
2022/05/13 by Xingchen Zhao, Chang Liu, Zhao, Xingchen +7 · 3 citations
Computer Science · Medicine · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Healthcare and Education #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Topic Modeling
- Point Cloud Augmentation with Weighted Local Transformations
2021/10/11 by Sihyeon Kim, Kim, Sihyeon, Sanghyeok Lee +9 · 2 citations
Computer Science · Earth and Planetary Sciences · Engineering · #3D Shape Modeling and Analysis #3D Surveying and Cultural Heritage #Optical measurement and interference techniques #cs.CV
- Advancing Text-Driven Chest X-Ray Generation with Policy-Based Reinforcement Learning
2024/03/11 by Woojung Han, Han, Woojung, Chanyoung Kim +7 · 4 citations
Computer Science · Medicine · #Machine Learning in Healthcare #Topic Modeling #Radiomics and Machine Learning in Medical Imaging
- Conditional Recurrent Flow: Conditional Generation of Longitudinal Samples with Applications to Neuroimaging
2018/11/24 by Seong Jae Hwang, Hwang, Seong Jae, Zirui Tao +5 · 1 citation
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #cs.CV
- Robust White Matter Hyperintensity Segmentation on Unseen Domain
2021/02/12 by Xingchen Zhao, Zhao, Xingchen, Anthony Sicilia +13 · 1 citation
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #cs.CV
- Spatial Transport Optimization by Repositioning Attention Map for Training-Free Text-to-Image Synthesis
2025/03/28 by Woojung Han, Han, Woojung, Yeonkyung Lee +7 · 3 citations
Computer Science · #Computer Graphics and Visualization Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Music Technology and Sound Studies
- Fourier Decomposition for Explicit Representation of 3D Point Cloud Attributes
2025/03/13 by Donghyun Kim, Kim, Donghyun, Ko, Hyunah +3 · 4 citations
Computer Science · Engineering · #3D Shape Modeling and Analysis #Computer Vision and Pattern Recognition (cs.CV) #Encoding (memory) #FOS: Computer and information sciences #FOS: Electrical engineering #Face recognition and analysis #Feature (linguistics) #Field (mathematics) #Generative Adversarial Networks and Image Synthesis #Image and Video Processing (eess.IV) #Key (lock) #Point (geometry) #Point cloud #Representation (politics) #electronic engineering #information engineering
- Brain-Streams: fMRI-to-Image Reconstruction with Multi-modal Guidance
2024/09/18 by Taejin Jeong, Joo, Jaehoon, Seong Jae Hwang +2 · 2 citations
Medicine · Neuroscience · #Advanced MRI Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Functional Brain Connectivity Studies
- Disentangling Disentangled Representations: Towards Improved Latent Units via Diffusion Models
2024/10/31 by Youngjun Jun, Ki Duk Park, Jun, Youngjun +7 · 2 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling
- PRETI: Patient-Aware Retinal Foundation Model via Metadata-Guided Representation Learning
2025/05/18 by Yeonkyung Lee, Woojung Han, Lee, Yeonkyung +9 · 1 citation
Medicine · Computer Science · #Retinal Imaging and Analysis #Domain Adaptation and Few-Shot Learning #AI in cancer detection
- Interpreting Attention Heads for Image-to-Text Information Flow in Large Vision-Language Models
2025/09/22 by Jin-Yeong Kim, Kim, Jinyeong, Seil Kang +7 · 2 citations
Computer Science · #Multimodal Machine Learning Applications