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A PyTorch implementation of Adversarial Autoencoders

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AAE

This repository contains my attempt at reproducing some results from the paper Adversarial Autoencoders.

Experiments

2D Gaussian prior

Hidden code Manifold

Reference

@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}, 
}