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https://github.com/jiamings/cramer-gan

Tensorflow Implementation on "The Cramer Distance as a Solution to Biased Wasserstein Gradients" (https://arxiv.org/pdf/1705.10743.pdf)
https://github.com/jiamings/cramer-gan

cramer-gan generative generative-adversarial-network generative-model tensorflow tensorflow-experiments tensorflow-models wasserstein-gan

Last synced: 8 days ago
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Tensorflow Implementation on "The Cramer Distance as a Solution to Biased Wasserstein Gradients" (https://arxiv.org/pdf/1705.10743.pdf)

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## Cramer GAN

Another recent member in the GAN family!

Seems to be an improvement over Improved WGAN (Improved^2 GAN)?

To run an example for MNIST generation:

```
python cramer-gan.py
```

This is a modification of Improved WGAN, where the losses are changed according to the following:

![](cramer.png)