https://github.com/g4vrel/aae

A PyTorch implementation of Adversarial Autoencoders
https://github.com/g4vrel/aae

adversarial-autoencoders autoencoder gan paper-implementation pytorch

Last synced: about 3 hours ago
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A PyTorch implementation of Adversarial Autoencoders

• Host: GitHub
• URL: https://github.com/g4vrel/aae
• Owner: g4vrel
• Created: 2024-08-25T00:14:25.000Z (about 1 month ago)
• Default Branch: main
• Last Pushed: 2024-08-25T01:47:31.000Z (about 1 month ago)
• Last Synced: 2024-09-26T20:03:32.261Z (about 3 hours ago)
• Topics: adversarial-autoencoders, autoencoder, gan, paper-implementation, pytorch
• Language: Python
• Homepage:
• Size: 618 KB
• Stars: 0
• Watchers: 2
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

        
# AAE

This repository contains my attempt at reproducing some results from the paper [Adversarial Autoencoders](https://arxiv.org/abs/1511.05644).

## Experiments

### 2D Gaussian prior

Hidden code | Manifold

:---: | :---:

 | 

## Reference

```bibtex

@misc{makhzani2016adversarialautoencoders,

      title={Adversarial Autoencoders}, 

      author={Alireza Makhzani and Jonathon Shlens and Navdeep Jaitly and Ian Goodfellow and Brendan Frey},

      year={2016},

      eprint={1511.05644},

      archivePrefix={arXiv},

      primaryClass={cs.LG},

      url={https://arxiv.org/abs/1511.05644}, 

}

```