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RameenAbdal / StyleFlow

StyleFlow: Attribute-conditioned Exploration of StyleGAN-generated Images using Conditional Continuous Normalizing Flows (ACM TOG 2021)
http://rameenabdal.github.io/StyleFlow
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Overfitting #119

Open yx-chan131 opened 2 years ago

yx-chan131 commented 2 years ago

Hi, I would like to ask how do you define overfitting in this project?

Besides, in paper it mentioned about 6 stack CNF functions model is a faster alternative, but isn't that the model will be slower if the number of stacks increases?

RameenAbdal commented 2 years ago

You can determine that by computing the metrics on the test samples. The speed also depends on how minutely the ODE solver approximates the function. So an overfitted version might take longer to evaluate and so on.

yx-chan131 commented 2 years ago

@RameenAbdal hi, may I know where is the test samples?