sentence1: generative modeling capabilities have improved tremendously in the last few years , especially since the advent of deep learning-based models like generative adversarial nets and variational auto-encoders .
sentence2: recent advances in unsupervised learning have led to better architectures for modeling the statistical image generation process , primary among them being generative adversarial networks and variational autoencoders .