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:
Sep. 15, 2026

Filed:

Aug. 31, 2022
Applicant:

Nec Laboratories America, Inc., Princeton, NJ (US);

Inventors:

Yumin Suh, Santa Clara, CA (US);

Samuel Schulter, New York, NY (US);

Xiang Yu, Mountain View, CA (US);

Masoud Faraki, San Francisco, CA (US);

Manmohan Chandraker, Santa Clara, CA (US);

Dripta Raychaudhuri, Riverside, CA (US);

Assignee:

NEC Corporation, Tokyo, JP;

Attorney:
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
G06N 3/0985 (2023.01);
U.S. Cl.
CPC ...
G06N 3/0985 (2023.01);
Abstract

Systems and methods for generating a hypernetwork configured to be trained for a plurality of tasks; receiving a task preference vector identifying a hierarchical priority for the plurality of tasks, and a resource constraint as a tuple; finding tree sub-structures and the corresponding modulation of features for every tuple within an N-stream anchor network; optimizing a branching regularized loss function to train an edge hypernet; and training a weight hypernet, keeping the anchor net and the edge hypernet fixed.


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