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I have some questions regarding the paper more than the code specifically. Why did you choose to add the KL divergence as additional loss metric in this way?
More specifically:
1. Why KL divergen…
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Hi, I am porting PG2 to pytorch.
I am confused about the design of Discriminator:
In your code, the last layer of Discriminator is a linear whose output maybe not in [0, 1].
https://github.com/char…
budui updated
5 years ago
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In the [improved wgan code](https://github.com/keras-team/keras-contrib/blob/master/examples/improved_wgan.py), there is no printing/plotting of the loss. I'm trying to do this, but I'm confused by th…
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Hello, I have a question about the labels of valid and fake. Generally, we need set the valid array are filled of 1, and the fake array are filled of 0. So I don't know why in wgan, author set the val…
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I have trained the network and see that the texture information is not generated properly and it is blurry. I would like to know for how many epochs did you train the model. What could be still change…
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Dear authors,
I used the default parameters and trained it on Cifar10 datasets for over 1000 epochs, but the results are not very good looking. It is blurry and can hardly recognize the category. D…
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Same as mentioned in #62 and #64, the results on CIFAR10 dataset cannot be reproduced!
I trained with the default settings for 100 epochs (which I think is enough), but the results
still don't mak…
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I run your code in cifar10, but the result seems not as good as our expected.
* system information:
system: debian 8
python: python2
pytorch: torch==0.3.1
* run command:
```
$python m…
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hi, i know in the origin wgan-gp implementation we can not use batch norm, i just wonder whether we can use batch norm in the conditional output branch?
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@caogang Thanks for your good code! But something confuses me in gan_cifar10.py
![image](https://user-images.githubusercontent.com/16457298/32690475-5db9c13a-c732-11e7-8f29-ed1dd7b44399.png)
dim…