Equivalence of several curves assessing the similarity between probability distributions

21 Jun 2020Loic SimonJulien RabinRyan Webster

The recent advent of powerful generative models has triggered the renewed development of quantitative measures to assess the proximity of two probability distributions. As the scalar Frechet inception distance remains popular, several methods have explored computing entire curves, which reveal the trade-off between the fidelity and variability of the first distribution with respect to the second one... (read more)

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