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:
Sep. 15, 2026
Filed:
Jun. 02, 2023
International Business Machines Corporation, Armonk, NY (US);
National Tsing Hua University, Hsinchu City, TW;
Pin-Yu Chen, White Plains, NY (US);
I-Hsin Chung, Chappaqua, NY (US);
Bo Wu, Cambridge, MA (US);
Chuang Gan, Cambridge, MA (US);
Tsung-Yi Ho, Hsinchu, TW;
Yung-Chen Tang, Hsinchu, TW;
International Business Machines Corporation, Armonk, NY (US);
National Tsing Hua University, Hsinchu, TW;
Abstract
Some embodiments of the present disclosure are directed to systems, computer-readable media, and computer-implemented methods for neural network calibration. Some embodiments are directed to determining a universal perturbation value and temperature scaling parameter based on a training data set, and processing a testing data set using a neural network by applying the universal perturbation value to the testing data set, and applying the temperature scaling parameter to a plurality of logits determined by the neural network based on the testing data set. Other embodiments may be disclosed or claimed.