신뢰가능한 인공지능 연구실

The Trustworthy AI Lab at Korea University (or TAIL for short) is a research group led by Prof. Jongheon Jeong in the Department of Artificial Intelligence. Our mission is to make recent developments in AI not only powerful but also trustworthy and reliable, so that they can be more beneficial when integrated with society. Robustness: adversarial machine learning, out-of-distribution generalization, test-time adaptation, etc. Monitoring: novelty/anomaly detection, uncertainty estimation, interpretable AI, etc. Alignment: preference optimization, believable agents, reward modeling, etc. Generative AI: diffusion and flow-based models, language models, high-dimensional vision, etc. Scalable Representations: multimodal learning, self-supervised learning, robust fine-tuning, etc. Not only for these topics, we are broadly interested in advancing foundational areas of machine learning and deep learning at large.