公开(公告)号：US20250087025A1

公开(公告)日：2025-03-13

申请号：US18882626

申请日：2024-09-11

Applicant: Samsung Electronics Co., Ltd.

Inventor： Mostafa EL-KHAMY ,  Soheil HOR ,  Yanlin ZHOU

IPC: G06V40/20

Abstract: A system and a method for performing gesture recognition are disclosed, the method comprising detecting a gesture using a primary modality; evaluating an expected accuracy gain (EAG) to identify a modality that yields a maximum relative EAG among the primary modality and one or more secondary modalities; and activating the one or more secondary modalities for detecting the gesture if the one or more secondary modalities correspond to the modality that yields the maximum relative EAG.

公开(公告)号：US20240070455A1

公开(公告)日：2024-02-29

申请号：US18148418

申请日：2022-12-29

Applicant: Samsung Electronics Co., Ltd.

Inventor： Mostafa EL-KHAMY ,  Yanlin ZHOU

IPC: G06N3/08

CPC classification number: G06N3/08

Abstract: A system and a method are disclosed for neural architecture search. In some embodiments, the method includes: processing a training data set with a neural network during a first epoch of training of the neural network; computing a training loss using a smooth maximum unit regularization value; and adjusting a plurality of multiplicative connection weights and a plurality of parametric connection weights of the neural network in a direction that reduces the training loss.