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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.

Patent No.:

US 11907675 B1

PDFFull Text
Date of Patent:
Feb. 20, 2024

Filed:

Jan. 17, 2020

Generating training datasets for training neural networks

Applicant:

Uber Technologies, Inc., San Francisco, CA (US);

Inventors:

Felipe Petroski Such, San Francisco, CA (US);

Aditya Rawal, Sunnyvale, CA (US);

Joel Anthony Lehman, San Francisco, CA (US);

Kenneth Owen Stanley, San Francisco, CA (US);

Jeffrey Michael Clune, San Francisco, CA (US);

Assignee:

Uber Technologies, Inc., San Francisco, CA (US);

Attorney:

Fenwick & West LLP

Primary Examiner:

John W Lee

Int. Cl.
CPC ...
G06F 40/42 (2020.01); G06F 18/214 (2023.01); G06F 18/21 (2023.01); G06F 40/58 (2020.01); G06N 3/088 (2023.01); G06V 10/774 (2022.01); G06V 10/776 (2022.01); G06V 20/10 (2022.01); G06V 20/58 (2022.01); G06N 3/045 (2023.01); G06N 3/047 (2023.01); G06N 3/084 (2023.01);
U.S. Cl.
CPC ...
G06F 40/42 (2020.01); G06F 18/214 (2023.01); G06F 18/217 (2023.01); G06F 40/58 (2020.01); G06N 3/088 (2013.01); G06V 10/774 (2022.01); G06V 10/776 (2022.01); G06V 20/10 (2022.01); G06V 20/58 (2022.01);
Abstract

A generative cooperative network (GCN) comprises a dataset generator model and a learner model. The dataset generator model generates training datasets used to train the learner model. The trained learner model is evaluated according to a reference training dataset. The dataset generator model is modified according to the evaluation. The training datasets, the dataset generator model, and the leaner model are stored by the GCN. The trained learner model is configured to receive input and to generate output based on the input.

Find Patent Forward Citations

Such, Felipe. (2024). Generating training datasets for training neural networks (U.S. Patent No. 11907675). U.S. Patent and Trademark Office. https://idiyas.com/patent/badge/11907675

Data source: USPTO (United States Patent and Trademark Office) public patent records. Weekly synchronization. How IDiyas builds this profile

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