Francisco M. López

Beauty is in the ELBO of the Beholder: A Variational Account of Processing Fluency in Face Perception

Facial attractiveness has been linked to statistical regularities such as symmetry and averageness, suggesting that beauty may depend on the ease with which a face is perceived. We empirically test this hypothesis by training variational autoencoders on four face datasets without attractiveness supervision and evaluati...