Snap Inc.

Andrew Wan

Sergey Tulyakov

Christopher Yale Crutchfield

Sergei Kotcur

Aleksei Stoliar

Maksim Gusarov

Sergei Korolev

Jaewook Chung

Emre Yamangil

Igor Kudriashov

Yanping Chen

Theresa Barton

Aymeric Damien

A compact generative neural network can be distilled from a teacher generative neural network using a training network. The compact network can be trained on the input data and output data of the teacher network. The training network train the student network using a discrimination layer and one or more types of losses, such as perception loss and adversarial loss.

Generative neural network distillation

A system of machine learning schemes can be configured to efficiently perform image processing tasks on a user device, such as a mobile phone. The system can selectively detect and transform individual regions within each frame of a live streaming video. The system can selectively partition and toggle image effects within the live streaming video.

Device-based image modification of depicted objects

Growing community of inventors

Marina Del Rey, CA, United States of America

Andrew Wan