sentence1: liu and tuzel proposed a coupled gan framework to learn a joint distribution of multi-domain data by the weight-sharing constraint .
sentence2: liu et al makes a shared-latent space assumption and proposes an unsupervised image-to-image translation framework based on coupled gans .