Disentangling by Factorising
نویسندگان
چکیده
We introduce FactorVAE, a method that disentangles by encouraging the distribution of codes, the variational posterior averaged over the training set, to be factorial and hence independent in the dimensions. Furthermore, we propose a new measure of disentanglement that addresses some weaknesses of commonly used metrics.
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عنوان ژورنال:
- CoRR
دوره abs/1802.05983 شماره
صفحات -
تاریخ انتشار 2017