Search Results for author: Skylar Sutherland

Found 3 papers, 1 papers with code

Building 3D Generative Models from Minimal Data

no code implementations4 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.

Face Recognition Gaussian Processes

Identity-Expression Ambiguity in 3D Morphable Face Models

no code implementations29 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.

3D Reconstruction 3D Shape Generation +1

Building 3D Morphable Models from a Single Scan

1 code implementation24 Nov 2020 Skylar Sutherland, Bernhard Egger, Joshua Tenenbaum

We propose a method for constructing generative models of 3D objects from a single 3D mesh.

Face Recognition Gaussian Processes +1

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