Continuous Normalizing Flows

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8 Aug 2024

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Slides: My presentation will be a continuation of Victor’s talk about Neural ODE. I’ll explain how this idea can be applied to normalizing flows, making them more flexible and computable. Furthermore, we will talk about FFJORD — an unbiased stochastic estimator of the likelihood based on continuous normalizing flows. As authors of the paper state, this approach allows creating reversible generative models with completely unrestricted architectures.

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