Invention Grant
- Patent Title: Method for model adaptation, electronic device and computer program product
-
Application No.: US16807499Application Date: 2020-03-03
-
Publication No.: US11893473B2Publication Date: 2024-02-06
- Inventor: WuiChak Wong , Sanping Li , Jin Li
- Applicant: EMC IP Holding Company LLC
- Applicant Address: US MA Hopkinton
- Assignee: EMC IP Holding Company LLC
- Current Assignee: EMC IP Holding Company LLC
- Current Assignee Address: US MA Hopkinton
- Agency: Ryan, Mason & Lewis, LLP
- Priority: CN 1911058634.1 2019.11.01
- Main IPC: G06N3/04
- IPC: G06N3/04 ; G06N3/049 ; G06N3/088 ; G06N20/20 ; G06N3/063 ; G06F18/2415

Abstract:
A method for model adaptation, an electronic device, and a computer program product are disclosed. For example, the method comprises processing first input data by using a first machine learning model having first parameter set values, to obtain first feature information of the first input data, the first machine learning model having a capability of self-ordering and the first parameter set values being updated after the processing of the first input data; generating a first classification result for the first input data based on the first feature information by using a second machine learning model having second parameter set values; processing second input data by using the first machine learning model having the updated first parameter set values, to obtain second feature information of the second input data; and generating a second classification result for the second input data based on the second feature information by using the second machine learning model having the second parameter set values. As such, the machine learning model for classification can be adapted to changes in features of input data to provide better classification results.
Public/Granted literature
- US20210133588A1 METHOD FOR MODEL ADAPTATION, ELECTRONIC DEVICE AND COMPUTER PROGRAM PRODUCT Public/Granted day:2021-05-06
Information query