no code implementations • 15 Mar 2022 • Emre Aksan, Shugao Ma, Akin Caliskan, Stanislav Pidhorskyi, Alexander Richard, Shih-En Wei, Jason Saragih, Otmar Hilliges
To mitigate this asymmetry, we introduce a prior model that is conditioned on the runtime inputs and tie this prior space to the 3D face model via a normalizing flow in the latent space.
12 code implementations • CVPR 2020 • Stanislav Pidhorskyi, Donald Adjeroh, Gianfranco Doretto
We designed two autoencoders: one based on a MLP encoder, and another based on a StyleGAN generator, which we call StyleALAE.
1 code implementation • NeurIPS 2018 • Stanislav Pidhorskyi, Ranya Almohsen, Donald A. Adjeroh, Gianfranco Doretto
We assume that training data is available to describe only the inlier distribution.
no code implementations • 23 Apr 2018 • Stanislav Pidhorskyi, Michael Morehead, Quinn Jones, George Spirou, Gianfranco Doretto
The quest for deeper understanding of biological systems has driven the acquisition of increasingly larger multidimensional image datasets.