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:
Dec. 16, 2025
Filed:
Jun. 02, 2022
Vianai Systems, Inc., Palo Alto, CA (US);
Vishal Inder Sikka, Los Altos Hills, CA (US);
VIANAI SYSTEMS, INC., Palo Alto, CA (US);
Abstract
One embodiment of the present invention sets forth a technique for simplifying a trained machine learning model. The technique includes determining a first set of images associated with a first output class predicted by the trained machine learning model. The technique also includes generating a first logical representation of the first set of images, wherein the first logical representation includes one or more conjunctions of a first set of pixel values included in a first image and a disjunction of the first set of pixel values and a second set of pixel values included in a second image. The technique further includes generating a simplified representation of the trained machine learning model that includes a first mapping of the first logical representation to the first output class, wherein the first mapping indicates that the trained machine learning model predicts the first output class for one or more input images.