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:
Jul. 14, 2026

Filed:

Feb. 09, 2024
Applicant:

Capital One Services, Llc, McLean, VA (US);

Inventors:

Austin Grant Walters, Savoy, IL (US);

Jeremy Edward Goodsitt, Champaign, IL (US);

Mark Louis Watson, Urbana, IL (US);

Anh Truong, Champaign, IL (US);

Assignee:

Capital One Services, LLC, McLean, VA (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06F 18/10 (2023.01); G06F 18/2135 (2023.01); G06F 18/214 (2023.01); G06N 5/02 (2023.01); G06N 20/00 (2019.01);
U.S. Cl.
CPC ...
G06F 18/10 (2023.01); G06F 18/2135 (2023.01); G06F 18/2148 (2023.01); G06N 5/027 (2013.01); G06N 20/00 (2019.01);
Abstract

Various embodiments are generally directed to techniques for embedding a data object into a multidimensional frame, such as for training an autoencoder to generate latent space representations of the data object based on the multidimensional frame, for instance. Additionally, in one or more embodiments latent space representations of data objects may be classified, such as with a machine learning algorithm. Some embodiments are particularly directed to embedding a data object comprising a plurality of object entries into a three-dimensional (3D) frame.


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