Unsupervised Learning of Disentangled Representations from Video

Emily L. Denton, vighnesh Birodkar

Neural Information Processing Systems 

In this paper, we introduce a form of predictive auto-encoder which uses a novel adversarial loss to factor the latent representation for each video frame into two components, one that is roughly time-independent (i.e.

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