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:
Nov. 04, 2025
Filed:
Jan. 27, 2023
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:
Primary Examiner:
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.