The patent badge is an abbreviated version of the USPTO patent document. The patent badge does contain a link to the full patent document.

The patent badge is an abbreviated version of the USPTO patent document. The patent badge covers the following: Patent number, Date patent was issued, Date patent was filed, Title of the patent, Applicant, Inventor, Assignee, Attorney firm, Primary examiner, Assistant examiner, CPCs, and Abstract. The patent badge does contain a link to the full patent document (in Adobe Acrobat format, aka pdf). To download or print any patent click here.

Date of Patent:
Jun. 24, 2025

Filed:

Apr. 06, 2021
Applicants:

Disney Enterprises, Inc., Burbank, CA (US);

Eth Zürich (Eidgenössische Technische Hochschule Zürich), Zürich, CH;

Inventors:

Prashanth Chandran, Zurich, CH;

Derek Edward Bradley, Zurich, CH;

Paulo Fabiano Urnau Gotardo, Zurich, CH;

Gaspard Zoss, Zurich, CH;

Attorneys:
Primary Examiner:
Int. Cl.
CPC ...
G06T 11/00 (2006.01); G06N 3/045 (2023.01); G06N 3/08 (2023.01); G06T 3/4046 (2024.01);
U.S. Cl.
CPC ...
G06T 11/001 (2013.01); G06N 3/045 (2023.01); G06N 3/08 (2013.01); G06T 3/4046 (2013.01);
Abstract

A technique for performing style transfer between a content sample and a style sample is disclosed. The technique includes applying one or more neural network layers to a first latent representation of the style sample to generate one or more convolutional kernels. The technique also includes generating convolutional output by convolving a second latent representation of the content sample with the one or more convolutional kernels. The technique further includes applying one or more decoder layers to the convolutional output to produce a style transfer result that comprises one or more content-based attributes of the content sample and one or more style-based attributes of the style sample.


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