公开(公告)号：US20230196122A1

公开(公告)日：2023-06-22

申请号：US17899913

申请日：2022-08-31

Applicant: NEC Laboratories America, Inc.

Inventor： Yumin Suh ,  Samuel Schulter ,  Xiang Yu ,  Masoud Faraki ,  Manmohan Chandraker ,  Dripta Raychaudhuri

IPC: G06N3/0985

CPC classification number: G06N3/0985

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.