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:

Jul. 17, 2024
Applicant:

Dell Products L.p., Round Rock, TX (US);

Inventors:

Zijia Wang, London, GB;

Jiacheng Ni, Shanghai, CN;

Zhen Jia, Shanghai, CN;

Assignee:

Dell Products L.P., Round Rock, TX (US);

Attorney:
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
G06T 11/00 (2026.01); G06F 40/30 (2020.01); G06F 40/40 (2020.01); G06N 3/0475 (2023.01); G06V 40/16 (2022.01); G10L 25/63 (2013.01);
U.S. Cl.
CPC ...
G06T 11/00 (2013.01); G06F 40/40 (2020.01); G06N 3/0475 (2023.01); G06F 40/30 (2020.01); G06V 40/174 (2022.01); G10L 25/63 (2013.01);
Abstract

An apparatus comprises at least one processing device configured to generate, using a first machine learning model, a first data structure comprising input representations of one or more input components from an augmented reality environment. The at least one processing device is also configured to generate, using a second machine learning model that takes as input at least a portion of the first data structure, a second data structure comprising at least one vector representation characterizing relevance of one or more of the input representations in the first data structure. The at least one processing device is further configured to generate, using a third machine learning model that takes as input at least a portion of the first data structure and at least a portion of the second data structure, an output response, and to present the output response to a user in the augmented reality environment.


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