网络/光纤-adversarial-variational-autoencoders-PROSAGA-码农传奇

项目作者： lipiji

项目描述：
Adversarial Variational Auto-Encoders (AVAEs) in Theano

高级语言： Python

项目主页：

项目地址: git://github.com/lipiji/adversarial-variational-autoencoders.git

创建时间： 2017-03-11T06:52:27Z
项目社区：https://github.com/lipiji/adversarial-variational-autoencoders
开源协议：
下载

Adversarial Variational Auto-Encoders (AVAEs)

run: python main_mnist.py

 python main_face.py

Visualization

Reconstructions:
2d latent space
Generations from positions
Visualizatin code from: https://jmetzen.github.io/2015-11-27/vae.html

Reference

Kingma, Diederik P., and Max Welling. “Auto-encoding variational bayes.” arXiv preprint arXiv:1312.6114 (2013).
Jan Hendrik Metzen’s blog post: “Variational Autoencoder in TensorFlow“
Makhzani, Alireza, Jonathon Shlens, Navdeep Jaitly, Ian Goodfellow, and Brendan Frey. “Adversarial autoencoders.“ arXiv preprint arXiv:1511.05644 (2015).
Ju, Jianbo Chen Billy Fang Cheng. “When Variational Auto-encoders meet Generative Adversarial Networks.“ (2016).

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