Wasserstein Auto-Encoders 【pdf】
WeproposetheWassersteinAuto-Encoder(WAE)|anewalgorithmforbuildingagenerativemodelofthedatadistribution.WAEminimizesapenalizedformoftheWassersteindistancebetweenthemodeldistributionandthetargetdistribution,whichleadstoadierentregularizerthantheoneusedbytheVariationalAuto-Encoder(VAE)[1
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