Image-to-image translation for cross-domain disentanglement

Abel Gonzalez-Garcia, Joost van de Weijer, Yoshua Bengio

Neural Information Processing Systems 

The shared part contains information for both domains. The exclusive parts, on the other hand, contain only factors of variation that are particular to each domain.