Creative Artificial Intelligence (CAI) Group (@ Dept. of Art & Technology, Sogang University) explores how generative AI can enhance human creativity and redefine human-computer collaboration. Our research focuses on making deep learning models more interpretable, as we believe that understanding their internal decision mechanisms is the first step toward building reliable, human-aligned AI systems.
We are particularly interested in:
- Explainable AI (XAI) techniques to uncover the reasoning behind AI decisions.
- Generative models (e.g., Text-to-Image models, Large Language Models) that inspire and amplify human creativity.
- Creativity evaluation metrics to systematically measure and improve AI-driven creative processes.
By bridging AI interpretability and generative creativity, we aim to develop AI tools that empower artists, designers, and creators to push the boundaries of innovation.
TEL : 02-705-8898
E-mail : haedong@sogang.ac.kr
Location : X303, 35 Baekbeom-ro, Mapo-gu, Seoul 04107, Republic of Korea.