Fast Fréchet Inception Distance

09/29/2020

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by   Alexander Mathiasen, et al.

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17

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The Fréchet Inception Distance (FID) has been used to evaluate thousands of generative models. We present a novel algorithm, FastFID, which allows fast computation and backpropagation for FID. FastFID can efficiently (1) evaluate generative model *during* training and (2) construct adversarial examples for FID.