Is a
Patent attributes
Patent Jurisdiction
Patent Number
Patent Inventor Names
Dawei Li
Jingwen Zhu
Junting Zhang
Jie Zhang
Shalini Ghosh
Date of Patent
October 3, 2023
Patent Application Number
16379704
Date Filed
April 9, 2019
Patent Citations
Patent Citations Received
Patent Primary Examiner
Patent 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.
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