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:
Feb. 28, 2023

Filed:

Jan. 24, 2020
Applicants:

Kabushiki Kaisha Toshiba, Tokyo, JP;

Toshiba Digital Solutions Corporation, Kawasaki, JP;

Inventor:

Ryohei Tanaka, Kanagawa, JP;

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06N 3/04 (2006.01); G06K 9/62 (2022.01); G06F 17/18 (2006.01);
U.S. Cl.
CPC ...
G06N 3/0472 (2013.01); G06F 17/18 (2013.01); G06K 9/6215 (2013.01); G06K 9/6223 (2013.01); G06K 9/6256 (2013.01);
Abstract

An information processing apparatus according to an embodiment includes one or more hardware processors. The hardware processors obtain a first categorical distribution sequence corresponding to first input data and obtain a second categorical distribution sequence corresponding to second input data neighboring the first input data, by using a prediction model outputting a categorical distribution sequence representing a sequence of L categorical distributions for a single input data piece, where, L is a natural number of two or more. The hardware processors calculate, for each i of 1 to L, an inter-distribution distance between i-th categorical distributions in the first and second categorical distribution sequences. The hardware processors calculate a sum of L inter-distribution distances. The hardware processors update the prediction model's parameters to lessen the sum.


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Tanaka, Ryohei. (2023). Information processing apparatus, information processing method, and computer program product (U.S. Patent No. 11593621). U.S. Patent and Trademark Office. https://idiyas.com/patent/badge/11593621

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