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Blakut t1_iylqsu3 wrote

wait what about VAEs? Don't they "learn" to interpolate?

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Difficult-Race-1188 OP t1_iyluwu2 wrote

Even I don't know how VAE learn that. But recent paper that Neural networks can be written exactly like decision trees proved mathematically that NN are also decision tress but with added hyperspace.

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Blakut t1_iylv3io wrote

from my understanding they introduce sampling of latent space, so when you decode, your parameters in latent space have a gaussian distro around a learned mean and sigma. This in turn, from what i gather, learns "in between" mappings in latent space.

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