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The model appears to have overfit a bit (seed 535 is blatantly Vivillion: https://twitter.com/ak92501/status/1492560750103121920 https://twitter.com/ak92501/sta
by minimaxir 5y ago
The model appears to have overfit a bit (seed 535 is blatantly Vivillion: https://twitter.com/ak92501/status/1492560750103121920 https://twitter.com/ak92501/status/1492560750103121920 )
Which is interesting because GANs tend not to overfit.
- flor1s 5y agoTraditional GANs typically have a different problem called mode collapse, in which the generator learns one (or a few) outputs that the discriminator likes. Conditional GANs are given a condition as input and have more chance of overfitting, as the loss function is a combination of the GAN output and a supervised loss based on the condition.
- Starlevel001 5y agoVivillon just has 20 different forms, so it makes sense it would be more common.