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.:
Date of Patent:
Dec. 16, 2025
Filed:
Jul. 12, 2023
Applicant:
Google Llc, Mountain View, CA (US);
Inventors:
Anthony Jacob Piergiovanni, Denver, CO (US);
Weicheng Kuo, Santa Clara, CA (US);
Wei Li, Fremont, CA (US);
Anelia Angelova, Palo Alto, CA (US);
Assignee:
Google LLC, Mountain View, CA (US);
Primary Examiner:
Int. Cl.
CPC ...
G06V 10/774 (2022.01); G06V 10/25 (2022.01);
U.S. Cl.
CPC ...
G06V 10/774 (2022.01); G06V 10/25 (2022.01); G06V 2201/07 (2022.01);
Abstract
A method involves the training of a model by dynamically adjusting the number of examples within each training batch. The dynamic adjustment is accomplished by adjusting the number of examples per task within each training batch according to the performance of the model on the tasks that the model is being trained on. In some embodiments, this method is applied to cross-modal vision-language tasks. This model may also be applied to the pre-training of a model that can be later fine-tuned for a more specific task(s).