Papers/Machine learning

Generative adversary network

tomato13 2019. 6. 21. 21:22

 

We need three loss functions as below.

 

1. Discriminator

input : noise

Loss : | output - 0(false) |

Topology : generator + discriminator

 

2. Discriminator

input : real data

Loss : | output - 1(true) |

Topology : discriminator

 

 

3. Generator

input : noise

Loss : | output - 1(true) |

Topology : generator + discriminator

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