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CAREER: An Algorithmic Theory of Diffusion Models

Organization Harvard UniversityLocation CAMBRIDGE, United StatesPosted 1 Apr 2025Deadline 31 Mar 2030
NSFUS FederalResearch GrantScience FoundationMA
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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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CAREER: An Algorithmic Theory of Diffusion Models — Harvard University | United States | Apr 2025 | Dev Procure