timbmg / VAE-CVAE-MNIST

Variational Autoencoder and Conditional Variational Autoencoder on MNIST in PyTorch

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Hello! About the latent space figure

HuMingqi opened this issue · comments

commented

I also evaluated the similar phenomena about the Diffuse latent space by CVAE, It is obviously different from the VAE model. Do you know which published paper researched on it or had similar figures with yours?

I don't know about papers, but these two blog posts also visualize the latent space:
https://wiseodd.github.io/techblog/2016/12/17/conditional-vae/
http://nnormandin.com/science/2017/07/01/cvae.html

commented

Thanks for your reply!