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:
Apr. 09, 2024

Filed:

Aug. 26, 2021
Applicant:

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

Inventors:

Assaf Arbelle, Lehvot Haviva, IL;

Leonid Karlinsky, Mazkeret Batya, IL;

Sivan Doveh, Ramat Gan, IL;

Joseph Shtok, Binyamina, IL;

Amit Alfassy, Haifa, IL;

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06N 3/08 (2023.01); G06F 16/532 (2019.01); G06F 16/538 (2019.01); G06T 11/20 (2006.01);
U.S. Cl.
CPC ...
G06F 16/538 (2019.01); G06F 16/532 (2019.01); G06N 3/08 (2013.01); G06T 11/20 (2013.01); G06T 2210/12 (2013.01);
Abstract

An example system includes a processor to receive, a randomly generated alpha-map, a pair of training images, and a pair of training texts associated with the pair of training images. The processor is to generate a blended image based on the randomly generated alpha-map and the pair of training images. The processor is to train a visual language grounding model to separate the blended image into a pair of heatmaps identifying portions of the blended image corresponding to each of the training images using a separation loss.


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