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04/05/2022
Split Hierarchical Variational Compression
Variational autoencoders (VAEs) have witnessed great success in performi...
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11/01/2021
iFlow: Numerically Invertible Flows for Efficient Lossless Compression via a Uniform Coder
It was estimated that the world produced 59 ZB (5.9 × 10^13 GB) of data ...
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10/02/2019
Scalable approximate inference for state space models with normalising flows
By exploiting mini-batch stochastic gradient optimisation, variational i...
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06/21/2019