Knowledge Editing in Multi-modal Foundation Models by Dr. Kaixiong Zhou
Abstract: While FMs have demonstrated remarkable capabilities in storing knowledge and performing reasoning across modalities, including language, vision, and structured data. their stored knowledge is often static and prone to rapid obsolescence due to an evolving world. Moreover, their reliance on imperfect internal representations can […]