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:
Aug. 13, 2024
Filed:
Sep. 23, 2020
International Business Machines Corporation, Armonk, NY (US);
National Tsing Hua University, Hsinchu, TW;
Pin-Yu Chen, White Plains, NY (US);
Sijia Liu, Somerville, MA (US);
Chia-Yu Chen, White Plains, NY (US);
I-Hsin Chung, Chappaqua, NY (US);
Tsung-Yi Ho, Hsinchu, TW;
Yun-Yun Tsai, Taipei, TW;
International Business Machines Corporation, Armonk, NY (US);
National Tsing Hua University, Hsinchu, TW;
Abstract
Transfer learning in machine learning can include receiving a machine learning model. Target domain training data for reprogramming the machine learning model using transfer learning can be received. The target domain training data can be transformed by performing a transformation function on the target domain training data. Output labels of the machine learning model can be mapped to target labels associated with the target domain training data. The transformation function can be trained by optimizing a parameter of the transformation function. The machine learning model can be reprogrammed based on input data transformed by the transformation function and a mapping of the output labels to target labels.