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:
Mar. 24, 2026

Filed:

Jan. 31, 2023
Applicant:

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

Inventors:

Ning Yu, Palo Alto, CA (US);

Can Qin, Somervile, MA (US);

Chen Xing, Palo Alto, CA (US);

Shu Zhang, Fremont, CA (US);

Stefano Ermon, Menlo Park, CA (US);

Caiming Xiong, Menlo Park, CA (US);

Ran Xu, Mountain View, CA (US);

Assignee:

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

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06N 3/0455 (2023.01); G06T 5/70 (2024.01);
U.S. Cl.
CPC ...
G06N 3/0455 (2023.01); G06T 5/70 (2024.01); G06T 2207/20084 (2013.01);
Abstract

Embodiments described herein provide a mechanism for replacing existing text encoders in text-to-image generation models with more powerful pre-trained language models. Specifically, a translation network is trained to map features from the pre-trained language model output into the space of the target text encoder. The training preserves the rich structure of the pre-trained language model while allowing it to operate within the text-to-image generation model. The resulting modularized text-to-image model receives prompt and generates an image representing the features contained in the prompt.


Find Patent Forward Citations

Yu, Ning. (2026). Systems and methods for text-to-image generation using language models (U.S. Patent No. 12585919). U.S. Patent and Trademark Office. https://idiyas.com/patent/badge/12585919

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

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