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:
Oct. 20, 2026

Filed:

Jan. 17, 2023
Applicant:

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

Inventors:

Qiang Xiao, Sunnyvale, CA (US);

Haichao Wei, Santa Clara, CA (US);

Hideyuki Winston Inada, San Jose, CA (US);

Chengming Jiang, Sunnyvale, CA (US);

Assignee:
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06N 20/00 (2019.01);
U.S. Cl.
CPC ...
G06N 20/00 (2019.01);
Abstract

Methods, systems, and apparatuses include receiving digital data. Embedded patches are generated using digital data. A transformed patch is generated by applying a transformer block to an embedded patch. Filtered patches are created for the transformed patch by applying wavelet filters to the transformed patch. A combined patch is created by combining the filtered patches. A set of training data is generated using the combined patch. A trained prediction model is generated by applying a prediction model to the set of training data.


Find Patent Forward Citations

Quick Actions:

Xiao, Qiang. (2026). Scalable wavelet transformer-based feature extraction (U.S. Patent No. 12770059). U.S. Patent and Trademark Office. https://idiyas.com/patent/badge/12770059

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