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. 06, 2026

Filed:

Feb. 22, 2023
Applicant:

International Business Machines Corporation, Armonk, NY (US);

Inventors:

Sathya Santhar, Chennai, IN;

Sridevi Kannan, Chennai, IN;

Suvedhahari Velusamy, Irving, TX (US);

Samuel Mathew Jawaharlal, Chennai, IN;

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06N 20/00 (2019.01); G06N 7/01 (2023.01);
U.S. Cl.
CPC ...
G06N 20/00 (2019.01); G06N 7/01 (2023.01);
Abstract

One or more systems, devices, computer program products and/or computer-implemented methods of use provided herein relate to a process to facilitate learning a model for clustered encoding and decoding from a latent probability distribution. A computer implemented method can comprise mapping, by a system operatively coupled to a processor, high-dimensional modalities of data from one or more latent probability distributions corresponding to a plurality of encoder and decoder pairs to a plurality of independent latent spaces. The computer implement method can also comprise mapping, by the system, the plurality of independent latent spaces to a common latent space representing one or more features of one or more input classes associated with the plurality of encoder and decoder pairs.


Find Patent Forward Citations

Santhar, Sathya. (2026). Clustered encoding and decoding from a latent probability distribution (U.S. Patent No. 12755199). U.S. Patent and Trademark Office. https://idiyas.com/patent/badge/12755199

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

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