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.

Date of Patent:
Jun. 30, 2026

Filed:

Sep. 08, 2021
Applicants:

Peyman Passban, Montreal, CA;

Yimeng Wu, Montreal, CA;

Mehdi Rezagholizadeh, Montreal, CA;

Inventors:

Peyman Passban, Montreal, CA;

Yimeng Wu, Montreal, CA;

Mehdi Rezagholizadeh, Montreal, CA;

Assignee:
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06N 3/088 (2023.01); G06N 3/045 (2023.01);
U.S. Cl.
CPC ...
G06N 3/088 (2013.01); G06N 3/045 (2023.01);
Abstract

An agnostic combinatorial knowledge distillation (CKD) method for transferring trained knowledge of neural model from a complex model (teacher) to a less complex model (student) is described. In addition to training the student to generate a final output that approximates both the teacher's final output and a ground truth of a training input, the method further maximizes knowledge transfer by training hidden layers of the student to generate outputs that approximate a representation of a subset of teacher hidden layers are mapped to each of the student hidden layers for a given training input.


Find Patent Forward Citations

Passban, Peyman. (2026). Method and system for training a neural network model using knowledge distillation (U.S. Patent No. 12670404). U.S. Patent and Trademark Office. https://idiyas.com/patent/badge/12670404

Data source: USPTO (United States Patent and Trademark Office) public patent records. Weekly synchronization. How IDiyas builds this profile

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