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:
Nov. 22, 2022
Filed:
Oct. 30, 2019
Adobe Inc., San Jose, CA (US);
Ashutosh Mehra, Noida, IN;
Vlad Ion Morariu, Potomac, MD (US);
Kajal Gupta, Noida, IN;
Jayant Vaibhav Srivastava, Noida, IN;
Curtis Michael Wigington, San Jose, CA (US);
Tushar Tiwari, Noida, IN;
ADOBE INC., San Jose, CA (US);
Abstract
Various disclosed embodiments can resolve output inaccuracies produced by many machine learning models. Embodiments use content order as input to machine learning model systems so that they can process documents according to the position or rank of instances in a document or image. In this way, the model is less likely to misclassify or incorrectly detect instances or the ordering between predicted instances. The content order in various embodiments can be used as an additional signal to classify or make predictions.