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:
Nov. 03, 2026

Filed:

Sep. 23, 2020
Applicant:

Google Llc, Mountain View, CA (US);

Inventors:

Marco Tagliasacchi, Zurich, CH;

Félix De Chaumont Quitry, Zurich, CH;

Dominik Roblek, Zurich, CH;

Assignee:

Google LLC, Mountain View, CA (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06N 3/04 (2023.01); G06N 3/045 (2023.01); G06N 3/0455 (2023.01); G06N 3/048 (2023.01); G10L 25/30 (2013.01);
U.S. Cl.
CPC ...
G06N 3/045 (2023.01); G06N 3/0455 (2023.01); G06N 3/048 (2023.01); G10L 25/30 (2013.01);
Abstract

A system including a multi-task adapter neural network for performing multiple machine learning tasks is described. The adapter neural network is configured to receive a shared input for the machine learning tasks, and process the shared input to generate, for each of the machine learning tasks, a respective predicted output. The adapter neural network includes (i) a shared encoder configured to receive the shared input and to process the shared input to extract shared feature representations for the machine learning tasks, and (ii) multiple task-adapter encoders, each of the task-adapter encoders being associated with a respective machine learning task in the machine learning tasks and configured to: receive the shared input, receive the shared feature representations from the shared encoder, and process the shared input and the shared feature representations to generate the respective predicted output for the respective machine learning task.


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Tagliasacchi, Marco. (2026). Multi-task adapter neural networks (U.S. Patent No. 12783850). U.S. Patent and Trademark Office. https://idiyas.com/patent/badge/12783850

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