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:
Apr. 08, 2025

Filed:

Dec. 14, 2021
Applicant:

Google Llc, Mountain View, CA (US);

Inventors:

Xiaohua Zhai, Zurich, CH;

Sylvain Gelly, Zurich, CH;

Alexander Kolesnikov, Zurich, CH;

Yin Ching Jessica Yung, Vienna, AT;

Joan Puigcerver i Perez, Zurich, CH;

Lucas Klaus Beyer, Zurich, CH;

Neil Matthew Tinmouth Houlsby, Zurich, CH;

Wen Yau Aaron Loh, Mountain View, CA (US);

Alan Prasana Karthikesalingam, London, GB;

Basil Mustafa, Zurich, CH;

Jan Freyberg, London, GB;

Patricia Leigh MacWilliams, London, GB;

Vivek Natarajan, Sunnyvale, CA (US);

Assignee:

Google LLC, Mountain View, CA (US);

Attorney:
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
G16H 30/40 (2018.01); G06N 3/02 (2006.01); G06N 3/096 (2023.01); G06T 3/4053 (2024.01); G06T 7/00 (2017.01); G06V 10/82 (2022.01); G16H 50/20 (2018.01);
U.S. Cl.
CPC ...
G16H 30/40 (2018.01); G06N 3/02 (2013.01); G06N 3/096 (2023.01); G06T 3/4053 (2013.01); G06T 7/0012 (2013.01); G06V 10/82 (2022.01); G16H 50/20 (2018.01); G06T 2207/20081 (2013.01);
Abstract

Methods, systems, and apparatus, including computer programs encoded on computer storage media, for training a neural network to perform a downstream computer vision task. One of the methods includes pre-training an initial neural network that shares layers with the neural network to perform an initial computer vision task and then training the neural network on the downstream computer vision task.


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