Some fun with VAEs, with Keras
Simple implementations of a regular VAE and conditional VAE
References:
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Kingma, Diederik P., and Max Welling. "Auto-encoding variational bayes." arXiv preprint arXiv:1312.6114 (2013).
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Sohn, Kihyuk, Honglak Lee, and Xinchen Yan. "Learning structured output representation using deep conditional generative models." In Advances in Neural Information Processing Systems, pp. 3483-3491. 2015.