Huanhai Ren

Multimodal content generation and enhancement for smart imaging

With the rapid development of deep learning technology, multimodal content generation has shown substantial application potential in fields such as medical imaging, industrial inspection, and creative design. However, existing methods face semantic gap problems in cross-modal fea...