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AI-in-the-loop for Informed Healthcare by Dr. Sriraam Natarajan

Historically, Artificial Intelligence has taken a symbolic route for representing and reasoning about objects at a higher-level or a statistical route for learning complex models from large data. To achieve true AI in complex domains such as healthcare, it is necessary to make these different […]


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 […]


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