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:
Jan. 24, 2023

Filed:

Feb. 08, 2021
Applicant:

Naver Corporation, Seongnam-si, KR;

Inventors:

Jean-Michel Renders, Quaix en Chartreuse, FR;

Stephane Clinchant, Grenoble, FR;

Thibault Formal, Landaul, FR;

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06F 16/00 (2019.01); G06F 16/953 (2019.01); G06F 16/901 (2019.01); G06N 3/08 (2006.01);
U.S. Cl.
CPC ...
G06F 16/953 (2019.01); G06F 16/9024 (2019.01); G06N 3/084 (2013.01);
Abstract

A system and method perform cross-modal information retrieval, by generating a graph representing the set of media objects. Each node of the graph corresponds to a media object and is labeled with a set of features corresponding to a text part of the respective media object. Each edge between two nodes represents a similarity between a media part of the two nodes. A first relevance score is computed for each media object of the set of media objects that corresponds to a text-based score. A second relevance score is computed for each media object by inputting the graph into a graph neural network. The first relevance score and the second relevance score are combined to obtain a final ranking score for each media object.


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