High-dimensional Generative Foundation Models

This research pillar develops generative foundation models for complex, high-dimensional data — video, time-series, molecular structures — that obey the physical and biological laws of reality, not mere statistical correlation. Guided by this principle of Reliable AI, it reaches ultra-high-resolution imaging and video for medical imaging, materials science, and industrial inspection.