https://github.com/ayaz-amin/pytorch-gsn

Pytorch implementation of Generative Stochastic Network
https://github.com/ayaz-amin/pytorch-gsn

autoencoder generative-model mnist-dataset pytorch

Last synced: 26 days ago
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Pytorch implementation of Generative Stochastic Network

• Host: GitHub
• URL: https://github.com/ayaz-amin/pytorch-gsn
• Owner: ayaz-amin
• License: mit
• Created: 2021-05-14T19:58:03.000Z (over 3 years ago)
• Default Branch: main
• Last Pushed: 2021-05-29T20:26:42.000Z (over 3 years ago)
• Last Synced: 2023-03-21T12:56:21.614Z (almost 2 years ago)
• Topics: autoencoder, generative-model, mnist-dataset, pytorch
• Language: Python
• Homepage:
• Size: 6.84 KB
• Stars: 2
• Watchers: 2
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

        
# Generalized Denoising Auto-Encoders as Generative Models

This is a Pytorch reimplementation of Generative Stochastic Network

If you found this useful, you can cite the authors of the original paper:

```

@misc{bengio2013generalized,

      title={Generalized Denoising Auto-Encoders as Generative Models}, 

      author={Yoshua Bengio and Li Yao and Guillaume Alain and Pascal Vincent},

      year={2013},

      eprint={1305.6663},

      archivePrefix={arXiv},

      primaryClass={cs.LG}

}

```