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I have trained a GAN and when looking at the loss graphs ,what should I infer, if the discriminator is too strong ?

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bigbounty
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I believe this problem is known as discriminator's loss "collapse". Maybe adding more layers to generator or adding LeakyRelue activations and batch normalization helps. More details are provided here.

Mohammadreza
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