CAREER: An Algorithmic Theory of Diffusion Models
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This project seeks to forge new connections between the theory of distribution learning and the study of diffusion models, one of the primary arms of the recent revolution in generative artificial intelligence (AI). We seek to develop a rigorous mathematical framework that can shed light on the remarkable effectiveness of these models in capturing…
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