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:
Sep. 22, 2026

Filed:

Jun. 01, 2023
Applicant:

Seoul National University R&db Foundation, Seoul, KR;

Inventors:

Sungroh Yoon, Seoul, KR;

Uiwon Hwang, Seoul, KR;

Heeseung Kim, Seoul, KR;

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06N 3/0475 (2023.01); G06N 3/094 (2023.01);
U.S. Cl.
CPC ...
G06N 3/094 (2023.01); G06N 3/0475 (2023.01);
Abstract

Disclosed is a method of training a generative model capable of robustly training the generative model even when there is no label in training data, salient attributes are uneven, and there is only a small number of pieces of data labeled with a salient attribute desired to be learned, and is a method of training an unsupervised conditional generative model using a method of learning parameters of a latent distribution, a generative model, and an encoder.


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