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:
Jan. 06, 2026

Filed:

Aug. 23, 2022
Applicant:

Microsoft Technology Licensing, Llc, Redmond, WA (US);

Inventors:

Lu Yuan, Redmond, WA (US);

Chunyuan Li, Redmond, WA (US);

Jianwei Yang, Kenmore, WA (US);

Bin Xiao, Sammamish, WA (US);

Assignee:
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06V 10/774 (2022.01); G06F 40/126 (2020.01); G06F 40/186 (2020.01); G06T 9/00 (2006.01);
U.S. Cl.
CPC ...
G06V 10/774 (2022.01); G06F 40/126 (2020.01); G06F 40/186 (2020.01); G06T 9/00 (2013.01);
Abstract

Examples are provided for pre-training a computer vision foundation model. A representative method comprises curating a pre-training database of image-text pairs from weakly labeled data. Language is encoded of text descriptions from the image-text pairs. The images of the image-text pairs are encoded using a hierarchical vision transformer with shifted windows and convolutional embedding. Based on the encoded images and the encoded language, the computer vision foundation model is pre-trained via unified image-text contrastive learning.


Find Patent Forward Citations

Yuan, Lu. (2026). Training vision models with unified contrastive learning (U.S. Patent No. 12518512). U.S. Patent and Trademark Office. https://idiyas.com/patent/badge/12518512

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

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