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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 12462592 B1

PDFFull Text
Date of Patent:
Nov. 04, 2025

Filed:

Jan. 27, 2023

Systems and methods for a vision-language pretraining framework

Applicant:

Salesforce, Inc., San Francisco, CA (US);

Inventors:

Junnan Li, Singapore, SG;

Chu Hong Hoi, Singapore, SG;

Assignee:

Salesforce, Inc., San Francisco, CA (US);

Attorney:

Haynes and Boone, LLP

Primary Examiner:

Charlotte M Baker

Int. Cl.
CPC ...
G06V 20/70 (2022.01); G06F 40/10 (2020.01); G06F 40/126 (2020.01); G06F 40/284 (2020.01); G06F 40/35 (2020.01); G06F 40/40 (2020.01); G06N 20/00 (2019.01); G06T 9/00 (2006.01); G06V 10/74 (2022.01); G06V 10/764 (2022.01); G06V 10/774 (2022.01);
U.S. Cl.
CPC ...
G06V 20/70 (2022.01); G06F 40/10 (2020.01); G06F 40/126 (2020.01); G06F 40/284 (2020.01); G06F 40/35 (2020.01); G06F 40/40 (2020.01); G06N 20/00 (2019.01); G06T 9/00 (2013.01); G06V 10/74 (2022.01); G06V 10/764 (2022.01); G06V 10/774 (2022.01);
Abstract

Embodiments described herein provide a multimodal vision-language model. The multimodal vision-language model contains a Generalist Multimodal Transformer capable of complete multiple tasks using the same set of parameters learning from pre-training. The Generalist Multimodal Transformer allows alignment between frozen, unimodal encoders, such as image encoders and large language models. The Generalist Multimodal Transformer eliminates the need for fine-tuning the image encoders and large language models.

Find Patent Forward Citations

Li, Junnan. (2025). Systems and methods for a vision-language pretraining framework (U.S. Patent No. 12462592). U.S. Patent and Trademark Office. https://idiyas.com/patent/badge/12462592

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

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