clvrai / BicycleGAN-Tensorflow

A Tensorflow implementation of BicycleGAN.
MIT License
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Some questions about code detail #4

Closed JianqiangRen closed 6 years ago

JianqiangRen commented 6 years ago

When calculate loss_vae_gan, why try to minimize the difference between D_real and 0.9? why not 1.0?

youngwoon commented 6 years ago

It is one of the GAN training techniques called label smoothing which reduces the networks' vulnerability (see Section 3.4. in https://arxiv.org/abs/1606.03498 for more details).