3 ms·
This reminds me of the normalization bug in StyleGAN. It had this obvious visual artifact of a 'blob' which would appear in otherwise photorealistic images, whi
by gwern 3y ago
This reminds me of the normalization bug in StyleGAN. It had this obvious visual artifact of a 'blob' which would appear in otherwise photorealistic images, which was puzzling because it was so obvious how did the Discriminator not squash it? It turned out to be a flaw in the normalization of the AdaIn style layers, IIRC, where the Generator was pumping up numbers and doing weird things to force through information.