EderSantana / Gumbel
Licence: mit
Gumbel-Softmax Variational Autoencoder with Keras
Stars: ✭ 127
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gumbel
Gumbel-Softmax Variational Autoencoder with Keras.
This Keras based implementation of Categorical Reparameterization with Gumbel-Softmax. The code is based on Eric Jang's tutorial
You can run the Binder to get results like the following input-latent code-output triplet:
Also, you can visualize the latent code in 2D using Hamming distance based t-SNE:
I think this is a nice way to look into image hashing for image retrieval/search/etc. I'm excited to check how it scales up to real images...
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