Disentangling disentanglement: Ideas from NeurIPS 2019

This year’s NEURIPS-2019 Vancouver conference recently concluded and featured a dozen papers on disentanglement in deep learning. What is this idea and why is it so interesting in machine learning? This summary of these papers will give you initial insight in disentanglement as well as ideas on what you can explore next.

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Disentangling disentanglement: Ideas from NeurIPS 2019