Building 3D Generative Models from Minimal Data

Skylar Sutherland, Bernhard Egger, Joshua Tenenbaum

We propose a method for constructing generative models of 3D objects from a single 3D mesh and improving them through unsupervised low-shot learning from 2D images. Our method prod…