Hello, I am a Ph.D student in Artificial Intelligence at Yonsei University, advised by Prof. Min Song in DeepText LAB. I am interested in
- Image/Text Generation
- Mulimodal Learning with LoRA
- Diffusion, etc.
🔥 News
- Feb 2025 : One paper is waiting for Accept!
- Oct 2024 : Our model has been downloaded over 33,000 times and has ranked 7th among trending models worldwide!
- Sep 2024 : Illustrious technical report is submitted in arXiv and HuggingFace!
- Aug 2024 : 1st Anniversary at my first company, Onoma AI 🎉
- May 2024 : One paper is accepted to IIAI-AAI 2024!
- Jan 2024 : One paper is accepted to CVPR!
🎓 Education
Yonsei University, Seoul, Republic of Korea Mar 2023 - Present
Ph.D. Student, Department of Artificial Intelligence
Soongsil University, Seoul, Republic of Korea Mar 2017 - Feb 2023
B.S., Major in Media
✏️ Publications
Adaptive Dropout Strategies for Multimodal Learning Stability
{Jun Young Koh, Hoyeon Moon, Junha Lee, Dongha Kim, Seungmin Lee, Sanghyun Park}
Wating for Accept
Illustrious : an Open Advanced Illustration Model
{Sang Hyun Park, Jun Young Koh}, Junha Lee, Joy Song, Dongha Kim, Hoyeon Moon, Hyunju Lee, Min Song
Technical Report [arXiv] [PDF] [HuggingFace] [CivitAI]
Improving Text Generation on Images with Synthetic Captions
{Jun Young Koh, Sang Hyun Park, Joy Song}
IIAI AAI 2024 7th International Conference on Interaction Design and Digital Creation / Computing [arXiv] [PDF]
CAT : Contrastive Adapter Training for Personalized Image Generation
{Jaewan Park,Sang Hyun Park, Jun Young Koh, Junha Lee}, Min Song
CVPR 2024 Workshop Generative Models for Computer Vision [arXiv] [PDF]
Proposal of 3D Camera-Based Digital Coordinate Recognition Technology
Junyoung Koh, Kanghee Lee
Proceedings of the Korean Society of Computer Information Conference 2022 [PDF]
📚 Academic Services
Journal Reviewer
IEEE Access (SCI) Reviewer Aug 2023 - Present
IT Volunteer Service
World Friends Korea Paraguay IT Volunteer Aug 2018 - Sep 2018
🏢 Work Experience
Onoma AI Aug 2023 - Feb 2025
AI Team Leader & AI Researcher
🏆 Honors & Awards
CES 2024 Innovation Award - AI category 2024
Project
Development of an AI Media Art Therapy Platform incorporating Color, Play, and Music Therapies
Junyoung Koh, Dain Park, Junghun Ha, Kanghee Lee
[code] [Project Site]