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Questions tagged [uniform-distribution]

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4 votes
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Why do we sample vectors from a standard normal distribution for the generator?

I am new to GANs. I noticed that everybody generates a random vector (usually 100 dimensional) from a standard normal distribution $N(0, 1)$. My question is: why? Why don't they sample these vectors ...
dato nefaridze's user avatar
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2 answers

How does noise samples from uniform distribution contribute to the diversity of generator output?

In a Generative Adversarial Network (GAN), there are two multi-layer perceptrons. One is the generator network and another is a discriminator network. The input for the generator network is a noise ...
hanugm's user avatar
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