Practical Lossless Compression with Latent Variables using Bits Back Coding

ICLR 2019 James TownsendTom BirdDavid Barber

Deep latent variable models have seen recent success in many data domains. Lossless compression is an application of these models which, despite having the potential to be highly useful, has yet to be implemented in a practical manner... (read more)

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