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Dose it need to transfer pretrained discriminator when transfer learning for GAN?

Open micklexqg opened this issue 4 years ago • 2 comments

I need to use transfer learning for gan. I wonder if the pretrained discriminator need to be transferred or is it ok to only transfer the pretrained generator?

micklexqg avatar Feb 24 '21 06:02 micklexqg

I have the same doubt! and my dataset size is only 240 images

ManoharSai2000 avatar Mar 30 '21 09:03 ManoharSai2000

i think you need both, that's the point in adversarial learning. neither Generator nor Discriminator should beat each other by large margin, they both learn progressively

chandragupta0001 avatar Jun 06 '21 15:06 chandragupta0001