Improving Generalization for Abstract Reasoning Tasks Using Disentangled Feature Representations

Auto-Encoding Variational Bayes

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I. Higgins, L. Matthey, X. Glorot, A. Pal, B. Uria, C. Blundell, S. Mohamed, and A. Lerchner · 2016

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Autoencoding beyond pixels using a learned similarity metric

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Y. Bengio · 2017

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D. Jimenez Rezende and F. Viola · 2018

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Understanding disentangling in β \beta -VAE

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Representation Learning with Contrastive Predictive Coding

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A. van den Oord, Y. Li, and O. Vinyals · 2018

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