Choi, Jaewoong

1. Understanding the Latent Space of Diffusion Models through the Lens of Riemannian Geometry
   2023/07/24 by Park, Yong-Hyun, Kwon, Mingi, Choi, Jaewoong +2 · 22 citations
   #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
2. Generative Modeling through the Semi-dual Formulation of Unbalanced Optimal Transport
   2023/05/24 by Jaemoo Choi, Jaewoong Choi, Choi, Jaemoo +3 · 3 citations
   Computer Science · Engineering · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Metaheuristic Optimization Algorithms Research #Music and Audio Processing #Vehicle License Plate Recognition
3. Attention routing between capsules
   2019/07/03 by Choi, Jaewoong, Seo, Hyun, Im, Suii +1 · 1 citation
   #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
4. Scalable Wasserstein Gradient Flow for Generative Modeling through Unbalanced Optimal Transport
   2024/02/08 by Choi, Jaemoo, Choi, Jaewoong, Kang, Myungjoo · 2 citations
   #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
5. Text-to-Battery Recipe: A language modeling-based protocol for automatic battery recipe extraction and retrieval
   2024/07/22 by Daeun Lee, Jae‐Woong Choi, Lee, Daeun +5 · 2 citations
   Computer Science · Decision Sciences · #Computation and Language (cs.CL) #FOS: Computer and information sciences #FOS: Physical sciences #Materials Science (cond-mat.mtrl-sci) #Personal Information Management and User Behavior #Service-Oriented Architecture and Web Services #Web Data Mining and Analysis
6. Analyzing the Latent Space of GAN through Local Dimension Estimation
   2022/05/26 by Jaewoong Choi, Geonho Hwang, Choi, Jaewoong +5 · 1 citation
   Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Handwritten Text Recognition Techniques #Image Processing and 3D Reconstruction
7. Time-aware topic identification in social media with pre-trained language models: A case study of electric vehicles
   2022/10/11 by Jeong, Byeongki, Yoon, Janghyeok, Choi, Jaewoong · 1 citation
   #Computation and Language (cs.CL) #FOS: Computer and information sciences #Social and Information Networks (cs.SI)
8. MaTableGPT: GPT-based Table Data Extractor from Materials Science Literature
   2024/06/08 by Gyeong Hoon Yi, Jiwoo Choi, Yi, Gyeong Hoon +21 · 1 citation
   Computer Science · Decision Sciences · #Image Processing and 3D Reconstruction #Handwritten Text Recognition Techniques #Data Quality and Management
9. Improving Neural Optimal Transport via Displacement Interpolation
   2024/10/03 by Choi, Jaemoo, Chen, Yongxin, Choi, Jaewoong · 1 citation
   #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
10. Robust Barycenter Estimation using Semi-Unbalanced Neural Optimal Transport
    2024/10/04 by Gazdieva, Milena, Choi, Jaemoo, Kolesov, Alexander +3 · 1 citation
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)