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. 26, 2024
Filed:
Jun. 04, 2021
Google Llc, Mountain View, CA (US);
Michael Gygli, Zurich, CH;
Jasper Reinout Robertus Uijlings, Zurich, CH;
Vittorio Carlo Ferrari, Zurich, CH;
Google LLC, Mountain View, CA (US);
Abstract
A method for training a plurality of task neural networks such that the trained task neural networks are compatible with each other is described. The method includes receiving, for each of the plurality of task neural networks, a respective training data set; forming an auxiliary loss function for the plurality of task neural networks, in which the auxiliary loss function ensures that the trained task neural networks would be compatible with each other; and training the plurality of task neural networks to optimize a combined loss function. The combined loss function is a combination of respective task loss functions for the respective machine learning tasks and an auxiliary loss function that encourages compatibility between the task neural networks.
Data source: USPTO (United States Patent and Trademark Office) public patent records. Weekly synchronization. How IDiyas builds this profile