Jo, Junghyo
- Understanding the Latent Space of Diffusion Models through the Lens of Riemannian Geometry
2023/07/24 by Yong-Hyun Park, Park, Yong-Hyun, Mingi Kwon +7 · 37 citations
Computer Science · Medicine · #Advanced Neuroimaging Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis
- Direct Unlearning Optimization for Robust and Safe Text-to-Image Models
2024/07/17 by Yong-Hyun Park, Park, Yong-Hyun, Sangdoo Yun +13 · 20 citations
Neuroscience · Medicine · Biochemistry, Genetics and Molecular Biology · #Brain Tumor Detection and Classification #Medical Imaging Techniques and Applications #Cell Image Analysis Techniques
- Upsample Guidance: Scale Up Diffusion Models without Training
2024/04/02 by Juno Hwang, Hwang, Juno, Yong-Hyun Park +3 · 1 voice · 6 citations
Economics, Econometrics and Finance · #Economic Policies and Impacts #cs.AI #cs.CV
- Unsupervised Discovery of Semantic Latent Directions in Diffusion Models
2023/02/24 by Yong-Hyun Park, Park, Yong-Hyun, Mingi Kwon +5 · 3 citations
Computer Science · Medicine · #Advanced Neuroimaging Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis
- Resolution Chromatography of Diffusion Models
2023/12/07 by Juno Hwang, Hwang, Juno, Yong-Hyun Park +3 · 1 citation
Biochemistry, Genetics and Molecular Biology · #Cell Image Analysis Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Annealing approach to root-finding
2024/04/10 by Jo, Junghyo, Wagemakers, Alexandre, Periwal, Vipul · 1 citation
#Chaotic Dynamics (nlin.CD) #FOS: Mathematics #FOS: Physical sciences #Numerical Analysis (math.NA)
- Geometric Remove-and-Retrain (GOAR): Coordinate-Invariant eXplainable AI Assessment
2024/07/17 by Yong-Hyun Park, Park, Yong-Hyun, Junghoon Seo +6 · 1 citation
Computer Science · #Explainable Artificial Intelligence (XAI)