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.
Patent No.:
Date of Patent:
Jul. 15, 2025
Filed:
Dec. 09, 2021
Applicant:
International Business Machines Corporation, Armonk, NY (US);
Inventor:
Elad Amrani, Zikhron Yaakov, IL;
Assignee:
International Business Machines Corporation, Armonk, NY (US);
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06N 3/0895 (2023.01); G06V 10/774 (2022.01); G06V 10/82 (2022.01);
U.S. Cl.
CPC ...
G06N 3/0895 (2023.01); G06V 10/774 (2022.01); G06V 10/82 (2022.01); G06T 2207/20132 (2013.01);
Abstract
An example system includes a processor to receive image samples for training. The processor can generate different augmented views of each of the image samples. The processor can then train a self-classifier neural network using the different augmented views to minimize a cross entropy of the different augmented views in which a uniform prior is asserted on class predictions.
Quick Actions:
Amrani, Elad. (2025). Training self-classifier using image augmentations and uniform prior (U.S. Patent No. 12361294). U.S. Patent and Trademark Office. https://idiyas.com/patent/badge/12361294
Data source: USPTO (United States Patent and Trademark Office) public patent records. Weekly synchronization. How IDiyas builds this profile