公开(公告)号：US12266174B2

公开(公告)日：2025-04-01

申请号：US17862667

申请日：2022-07-12

Applicant: NEC Laboratories America, Inc.

Inventor： Biplob Debnath ,  Srimat Chakradhar ,  Oliver Po ,  Asim Kadav ,  Farley Lai ,  Farhan Asif Chowdhury

IPC: G06V20/40 ,  G06N3/08 ,  G06V10/764 ,  G06V10/82

Abstract: Methods and systems of training a neural network include training a feature extractor and a classifier using a first set of training data that includes one or more base cases. The classifier is trained with few-shot adaptation using a second set of training data, smaller than the first set of training data, while keeping parameters of the feature extractor constant.

公开(公告)号：US20230049770A1

公开(公告)日：2023-02-16

申请号：US17862667

申请日：2022-07-12

Applicant: NEC Laboratories America, Inc.

Inventor： Biplob Debnath ,  Srimat Chakradhar ,  Oliver Po ,  Asim Kadav ,  Farley Lai ,  Farhan Asif Chowdhury

IPC: G06V20/40 ,  G06V10/764 ,  G06V10/82 ,  G06N3/08

Abstract: Methods and systems of training a neural network include training a feature extractor and a classifier using a first set of training data that includes one or more base cases. The classifier is trained with few-shot adaptation using a second set of training data, smaller than the first set of training data, while keeping parameters of the feature extractor constant.