Improving the Reconstruction of Disentangled Representation Learners via Multi-Stage Modeling

Akash Srivastava, Yamini Bansal, Yukun Ding +15

Current autoencoder-based disentangled representation learning methods achieve disentanglement by penalizing the (aggregate) posterior to encourage statistical independence of the…