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No sigmoid activation for G on MLP? #74

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druzkaya opened this issue Jun 26, 2019 · 0 comments

druzkaya commented Jun 26, 2019 •

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In vanilla GANs, a sigmoid activation is applied on the output layer for G and D.
See https://github.com/goodfeli/adversarial/blob/master/mnist.yaml

For WGAN, there is none for D, and we get a score instead of a probability.

However, in the code there is no activation (e.g sigmoid) for WGAN-MLP also for G, whereas there is tanh for WGAN-DCGAN.
Is there a specific reason?

Thanks in advance

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