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discrete-latent-representations

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LGirrbach / Discrete-Latent-Representation

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Implementation of a straight-through gradient wrapper to allow for discrete latent representations. Provides binary discretizer which maps hidden representations to {0, 1} and a learnable multi-value discretizer, which maps hidden activations to their closest value in a set of given size.

neural-network neuro-symbolic-learning discrete-latent-representations straight-through-gradient
  • Updated Jan 19, 2023
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