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Asking as an ML layman, isn't it mixing something like 6 maybe 10 features of different people?
by jolmg 8y ago
Asking as an ML layman, isn't it mixing something like 6 maybe 10 features of different people?
- gnulinux 8y agoMaybe, maybe not. GANs are not necessarily interpretable so it's not easy to know the answer to your question.
- alanbernstein 8y agoWith tens of thousands of training images, and hundreds of dimensions in the latent space, I don't think I would assume this is true. You may be thinking one feature is "eyes", but the eyes may instead be built out of 10 sub-features. Those sub-features may be inextricably linked to other, identifiable, macro-features.