People

Ayush Saraf

Software Engineer

I am a Software Engineer in the Computational Photography research group at Facebook Seattle. I joined Facebook as a new grad from Allen School of Computer Science & Engineering at University of Washington, Seattle.

During my time at Facebook, I have primarily worked in the area of texture inpainting using deep learning in various domains: images, videos, and Facebook’s 3D Photos. I have tackled this problem from both a research perspective and an engineering perspective by preparing production ready on-device mobile models.

I am also exploring my research interests in the area of neural rendering, deep generative models, and inpainting.

Interests

Inpainting, GANs, neural rendering

Latest Publications

SIGGRAPH - August 17, 2020

One Shot 3D Photography

Johannes Kopf, Kevin Matzen, Suhib Alsisan, Ocean Quigley, Francis Ge, Yangming Chong, Josh Patterson, Jan-Michael Frahm, Shu Wu, Matthew Yu, Peizhao Zhang, Zijian He, Peter Vajda, Ayush Saraf, Michael Cohen