no code implementations • 21 Sep 2022 • Safa C. Medin, Amir Weiss, Frédo Durand, William T. Freeman, Gregory W. Wornell
We transfer what we learn from the synthetic data to the real data using domain adaptation in a completely unsupervised way.
no code implementations • 1 Nov 2021 • Safa C. Medin, Bernhard Egger, Anoop Cherian, Ye Wang, Joshua B. Tenenbaum, Xiaoming Liu, Tim K. Marks
Recent advances in generative adversarial networks (GANs) have led to remarkable achievements in face image synthesis.
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.
no code implementations • 24 Sep 2018 • Safa C. Medin, John Murray-Bruce, David Castañón, Vivek K Goyal
Estimating the parameter of a Bernoulli process arises in many applications, including photon-efficient active imaging where each illumination period is regarded as a single Bernoulli trial.