https://github.com/tokestermw/text-gan-tensorflow
TensorFlow GAN implementation using Gumbel Softmax
https://github.com/tokestermw/text-gan-tensorflow
artificial-intelligence deep-learning gan gumbel-softmax language-model python tensorflow tensorflow-gan
Last synced: about 1 year ago
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TensorFlow GAN implementation using Gumbel Softmax
- Host: GitHub
- URL: https://github.com/tokestermw/text-gan-tensorflow
- Owner: tokestermw
- License: mit
- Created: 2017-03-27T17:03:02.000Z (about 9 years ago)
- Default Branch: master
- Last Pushed: 2017-04-11T20:34:54.000Z (about 9 years ago)
- Last Synced: 2025-03-27T11:43:42.036Z (about 1 year ago)
- Topics: artificial-intelligence, deep-learning, gan, gumbel-softmax, language-model, python, tensorflow, tensorflow-gan
- Language: Python
- Homepage:
- Size: 1.91 MB
- Stars: 92
- Watchers: 9
- Forks: 35
- Open Issues: 2
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Metadata Files:
- Readme: README.md
- License: LICENSE
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README
# TensorFlow Text GAN using Gumbel Softmax
Under construction..
### References
* [Professor Forcing: A New Algorithm for Training Recurrent Networks](https://arxiv.org/abs/1610.09038)
* [SeqGAN: Sequence Generative Adversarial Nets with Policy Gradient](https://arxiv.org/abs/1609.05473)
* [Generating Text via Adversarial Training](https://people.duke.edu/~yz196/pdf/textgan.pdf)
* [Controllable Text Generation](https://arxiv.org/abs/1703.00955)