Unsupervised Disentanglement without Autoencoding: Pitfalls and Future Directions

Andrea Burns, Aaron Sarna, Dilip Krishnan +1

Disentangled visual representations have largely been studied with generative models such as Variational AutoEncoders (VAEs). While prior work has focused on generative methods for…