Kwon, Gihyun
- Progressive Face Super-Resolution via Attention to Facial Landmark
2019/08/22 by Deokyun Kim, Minseon Kim, Kim, Deokyun +6 · 1 voice · 12 citations
Computer Science · Engineering · #Advanced Image Fusion Techniques #Advanced Image Processing Techniques #Face recognition and analysis #cs.CV
- Contrastive Denoising Score for Text-guided Latent Diffusion Image Editing
2023/11/30 by Hyelin Nam, Nam, Hyelin, Gihyun Kwon +5 · 1 voice · 13 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 #Image Retrieval and Classification Techniques #Machine Learning (cs.LG) #Medical Image Segmentation Techniques
- CLIPstyler: Image Style Transfer with a Single Text Condition
2021/12/01 by Gihyun Kwon, Jong Chul Ye, Kwon, Gihyun +1 · 18 citations
Computer Science · #Generative Adversarial Networks and Image Synthesis #Video Analysis and Summarization #Image Retrieval and Classification Techniques
- Unpaired Image-to-Image Translation via Neural Schrödinger Bridge
2023/05/24 by Beomsu Kim, Gihyun Kwon, Kim, Beomsu +5 · 20 citations
Computer Science · Physics and Astronomy · #AI in cancer detection #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) #Machine Learning (stat.ML) #Model Reduction and Neural Networks
- Diffusion-based Image Translation using Disentangled Style and Content Representation
2022/09/30 by Gihyun Kwon, Kwon, Gihyun, Jong Chul Ye +1 · 16 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · #Artificial Intelligence (cs.AI) #Cancer-related molecular mechanisms research #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- Generation of 3D Brain MRI Using Auto-Encoding Generative Adversarial Networks
2019/08/07 by Gihyun Kwon, Kwon, Gihyun, Chihye Han +3 · 8 citations
Computer Science · #AI in cancer detection #Advanced Image Processing Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Generative Adversarial Networks and Image Synthesis #Image and Video Processing (eess.IV) #electronic engineering #information engineering
- ED-NeRF: Efficient Text-Guided Editing of 3D Scene with Latent Space NeRF
2023/10/04 by Jang-Ho Park, Park, Jangho, Gihyun Kwon +3 · 8 citations
Computer Science · #Advanced Vision and Imaging #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- Concept Weaver: Enabling Multi-Concept Fusion in Text-to-Image Models
2024/04/05 by Kwon, Gihyun, Jenni, Simon, Li, Dingzeyu +3 · 6 citations
#Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Zero-shot Generation of Coherent Storybook from Plain Text Story using Diffusion Models
2023/02/08 by Jeong, Hyeonho, Kwon, Gihyun, Ye, Jong Chul · 4 citations
#Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- Exploring Patch-wise Semantic Relation for Contrastive Learning in Image-to-Image Translation Tasks
2022/03/03 by Chan‐Yong Jung, Gihyun Kwon, Jung, Chanyong +3 · 3 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · #Advanced Image and Video Retrieval Techniques #Cancer-related molecular mechanisms research #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications
- Diagonal Attention and Style-based GAN for Content-Style Disentanglement\n in Image Generation and Translation
2021/03/30 by Gihyun Kwon, Jong Chul Ye, Kwon, Gihyun +1 · 2 citations
Computer Science · #Generative Adversarial Networks and Image Synthesis
- TweedieMix: Improving Multi-Concept Fusion for Diffusion-based Image/Video Generation
2024/10/08 by Gihyun Kwon, Jong Chul Ye, Kwon, Gihyun +1 · 5 citations
Computer Science · Engineering · #Advanced Image Fusion Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Image Retrieval and Classification Techniques
- One-Shot Adaptation of GAN in Just One CLIP
2022/03/17 by Gihyun Kwon, Kwon, Gihyun, Jong Chul Ye +1 · 1 citation
Computer Science · #Advanced Image and Video Retrieval Techniques #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- Unified Editing of Panorama, 3D Scenes, and Videos Through Disentangled Self-Attention Injection
2024/05/27 by Kwon, Gihyun, Park, Jangho, Ye, Jong Chul · 1 citation
#Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences