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:
Oct. 03, 2023
Filed:
Apr. 09, 2019
Samsung Electronics Co., Ltd., Suwon-si, KR;
Jie Zhang, San Jose, CA (US);
Junting Zhang, Los Angeles, CA (US);
Shalini Ghosh, Menlo Park, CA (US);
Dawei Li, San Jose, CA (US);
Jingwen Zhu, Santa Clara, CA (US);
Samsung Electronics Co., Ltd., Suwon-si, KR;
Abstract
Methods, devices, and computer-readable media for multi-task based lifelong learning. A method for lifelong learning includes identifying a new task for a machine learning model to perform. The machine learning model trained to perform an existing task. The method includes adaptively training a network architecture of the machine learning model to generate an adapted machine learning model based on incorporating inherent correlations between the new task and the existing task. The method further includes using the adapted machine learning model to perform both the existing task and the new task.