3 ms·
The default model for deepfakes is an autoencoder. The encoder and decoder will converge faster and to simpler solutions if the distributions of original faces
by ad404b8a372f2b9 5y ago
The default model for deepfakes is an autoencoder. The encoder and decoder will converge faster and to simpler solutions if the distributions of original faces and fake faces are closer.
It's an intuitive result even ignoring the specific model. It takes less information to go to and from similar faces than it does two completely dissimilar ones.