adityaramesh / discrete_vae

Experiments with discrete VAEs.

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Overview

Experiments involving VAEs with discrete latent representations. Findings are here.

  • Samples when model is trained with the KL term evaluated using Gumbel-Softmax distributions:
  • Samples when model is trained with the KL term evaluated using Categorical distributions:

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Experiments with discrete VAEs.


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