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Multi-Object Representation Learning with Iterative Variational Inference

Mar 01, 2019
Klaus Greff, Raphaël Lopez Kaufmann, Rishab Kabra, Nick Watters, Chris Burgess, Daniel Zoran, Loic Matthey, Matthew Botvinick, Alexander Lerchner

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Life-Long Disentangled Representation Learning with Cross-Domain Latent Homologies

Aug 20, 2018
Alessandro Achille, Tom Eccles, Loic Matthey, Christopher P. Burgess, Nick Watters, Alexander Lerchner, Irina Higgins

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Understanding disentangling in $β$-VAE

Apr 10, 2018
Christopher P. Burgess, Irina Higgins, Arka Pal, Loic Matthey, Nick Watters, Guillaume Desjardins, Alexander Lerchner

* Presented at the 2017 NIPS Workshop on Learning Disentangled Representations 

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