Successful VAEs on many-body data have decoders equivalent to mean-field theories, enabling recovery of parameters like Hopfield patterns from samples alone.
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Discovering and decoding latent mean-field structure with variational autoencoders
Successful VAEs on many-body data have decoders equivalent to mean-field theories, enabling recovery of parameters like Hopfield patterns from samples alone.