no code implementations • 4 Mar 2022 • Skylar Sutherland, Bernhard Egger, Joshua Tenenbaum
We extend our model to a preliminary unsupervised learning framework that enables the learning of the distribution of 3D faces using one 3D template and a small number of 2D images.
no code implementations • 29 Sep 2021 • Bernhard Egger, Skylar Sutherland, Safa C. Medin, Joshua Tenenbaum
We demonstrate that non-orthogonality of the variation in identity and expression can cause identity-expression ambiguity in 3D Morphable Models, and that in practice expression and identity are far from orthogonal and can explain each other surprisingly well.
1 code implementation • 24 Nov 2020 • Skylar Sutherland, Bernhard Egger, Joshua Tenenbaum
We propose a method for constructing generative models of 3D objects from a single 3D mesh.