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:
May. 05, 2026
Filed:
Apr. 15, 2021
Applicants:
Peng LU, Montreal, CA;
Ahmad Rashid, Montreal, CA;
Mehdi Rezagholizadeh, Montreal, CA;
Abbas Ghaddar, Montreal, CA;
Inventors:
Peng Lu, Montreal, CA;
Ahmad Rashid, Montreal, CA;
Mehdi Rezagholizadeh, Montreal, CA;
Abbas Ghaddar, Montreal, CA;
Assignee:
HUAWEI TECHNOLOGIES CO., LTD., Shenzhen, CN;
Attorney:
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
G06N 3/088 (2023.01); G06N 3/045 (2023.01); G06N 3/084 (2023.01); G06N 3/0985 (2023.01);
U.S. Cl.
CPC ...
G06N 3/088 (2013.01); G06N 3/045 (2023.01); G06N 3/084 (2013.01); G06N 3/0985 (2023.01);
Abstract
Methods, devices and processor-readable media for re-weighting to improve knowledge distillation are described. A reweighting module may be used to determine relative weights to assign to a ground truth label and dark knowledge distilled from the teacher (i.e. the teacher output logits used as soft labels). A meta-reweighting method is described to optimize the weights for a given labeled data sample.