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:
May. 19, 2026

Filed:

Sep. 28, 2022
Applicant:

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

Inventors:

Zhenfang Chen, Cambridge, MA (US);

Chuang Gan, Cambridge, MA (US);

Bo Wu, Cambridge, MA (US);

Dakuo Wang, Cambridge, MA (US);

Attorneys:
Primary Examiner:
Int. Cl.
CPC ...
G06F 40/20 (2020.01); G06F 40/205 (2020.01); G06N 3/045 (2023.01); G06T 7/12 (2017.01);
U.S. Cl.
CPC ...
G06F 40/205 (2020.01); G06N 3/045 (2023.01); G06T 7/12 (2017.01);
Abstract

A computer-implemented method for fine-grained referring expression comprehension is provided. The computer-implemented method includes receiving, at a processor, a textual expression and an image as inputs and executing, at the processor, fine-grained referring expression comprehension. The executing includes decomposing the textual expression into different textual modules, extracting visual regional proposals from the image, using language-guided graph neural networks to mine fine-grained object relations from the visual regional proposals and aggregating different matching similarities between the different textual modules and the fine-grained object relations.


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