Generative Modeling

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2 domain-specific abstractions whose origin domain is Generative Modeling.

• Discrete diffusion model — A latent-variable generative model that corrupts categorical states through a forward Markov jump process and learns a reverse process to generate data.
• Mode collapse — A generative-model failure in which the learned output distribution represents too few modes and produces markedly reduced diversity.