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Machine learning-based generation of outputs in augmented reality environments

Grant US12586263B2 Kind: B2 Mar 24, 2026

Assignee

Dell Products L.P.

Inventors

Zijia Wang, Jiacheng Ni, Zhen Jia

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.

CPC Classifications

G06T 11/00 G06F 40/40 G06N 3/0475

Filing Date

2024-07-17

Application No.

18775219

Claims

20