A comprehensive textbook-style review of generative modeling, from ELBO and EM through diffusion models, flow matching, and modern sampling architectures, with no new research findings.
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Generative Models: Principles, Architectures, and Applications
A comprehensive textbook-style review of generative modeling, from ELBO and EM through diffusion models, flow matching, and modern sampling architectures, with no new research findings.