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:
Oct. 28, 2025

Filed:

Mar. 16, 2023
Applicant:

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

Inventors:

Eliyahu Schwartz, Haifa, IL;

Leonid Karlinsky, Acton, MA (US);

Sivan Harary, Manof, IL;

Assaf Arbelle, Lehvot Haviva, IL;

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06N 3/0455 (2023.01); G06T 7/00 (2017.01);
U.S. Cl.
CPC ...
G06T 7/0002 (2013.01); G06N 3/0455 (2023.01); G06T 2207/10024 (2013.01); G06T 2207/20021 (2013.01); G06T 2207/20081 (2013.01);
Abstract

An example system includes a processor that can randomly mask tokens using different masks to generate different subsets of masked tokens. The processor can process the different sets of masked tokens via a pretrained masked auto-encoder (MAE) encoder to output intermediate representations. The processor can process the intermediate representations via a pretrained MAE decoder to output reconstructed images. The processor can further compare input image with the output reconstructed images to generate an anomaly score.


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