Imagining the Unseen: Learning a Distribution over Incomplete Images with Dense Latent Trees

Sebastian Kaltwang, Sina Samangooei, John Redford +1

Images are composed as a hierarchy of object parts. We use this insight to create a generative graphical model that defines a hierarchical distribution over image parts. Typically,…