Dropkickmurph512

Dropkickmurph512 t1_j9sxa1j wrote

Agree about the overparamatized models but learning the noise definitely doesn't help. It's mostly from measurements error/quantization and other stuff that is not in the vector space of the signals you care about. It is why early stopping can be useful and actually acts as a regularizer. If you want to a good example look into denoising properties of deep image prior. It can remove noise by training on a single image and stop before learning the image completely.

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