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. 02, 2026

Filed:

Aug. 30, 2023
Applicant:

Interdigital Vc Holdings, Inc., Wilmington, DE (US);

Inventors:

Chris Finlay, London, GB;

Jonathan Rayner, London, GB;

Jan Xu, London, GB;

Christian Besenbruch, London, GB;

Arsalan Zafar, London, GB;

Sebastjan Cizel, London, GB;

Vira Koshkina, London, GB;

Assignee:

InterDigital VC Holdings, Inc., Wilmington, DE (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06N 20/00 (2019.01); G06F 30/27 (2020.01); G06N 3/045 (2023.01); G06N 3/08 (2023.01); G06T 3/4046 (2024.01); G06T 9/00 (2006.01);
U.S. Cl.
CPC ...
G06T 9/002 (2013.01); G06F 30/27 (2020.01); G06N 3/045 (2023.01); G06N 3/08 (2013.01); G06N 20/00 (2019.01); G06T 3/4046 (2013.01);
Abstract

A method of training one or more neural networks, the one or more neural networks being for use in lossy image or video encoding, transmission and decoding. The method comprises encoding an input image using a first neural network to produce a latent representation and decoding the latent representation using a second neural network to produce an output image. At least one of the plurality of layers of the first or second neural network comprises a transformation and a function based on an output of the transformation is use to update the parameters of the first neural network and the second neural network.


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