Aravind Jayendran

MaskAAE: Latent space optimization for Adversarial Auto-Encoders

The field of neural generative models is dominated by the highly successful Generative Adversarial Networks (GANs) despite their challenges, such as training instability and mode collapse. Auto-Encoders (AE) with regularized latent space provide an alternative framework for generative models, albeit…