Negative Selection by Clustering for Contrastive Learning in Human Activity Recognition

Author:

Wang Jinqiang1ORCID,Zhu Tao1ORCID,Chen Liming Luke2ORCID,Ning Huansheng3ORCID,Wan Yaping1ORCID

Affiliation:

1. School of Computer Science, University of South China, Heyang, China

2. Ulster University, Belfast, U.K

3. School of Computer and Communication Engineering, University of Science and Technology Beijing, Beijing, China

Funder

National Natural Science Foundation of China

Natural Science Foundation of Hunan Province

Research Foundation of Education Bureau of Hunan Province

Hengyang Science and Technology Major Project

Publisher

Institute of Electrical and Electronics Engineers (IEEE)

Subject

Computer Networks and Communications,Computer Science Applications,Hardware and Architecture,Information Systems,Signal Processing

Reference49 articles.

1. Learning representations by maximizing mutual information across views;bachman;Proc Int Conf Adv Neural Inf Process Syst,2019

2. Contrastive Representation Learning: A Framework and Review

3. A framework for contrastive self-supervised learning and designing a new approach;falcon;arXiv 2009 00104,2020

4. A Survey on Contrastive Self-Supervised Learning

5. Deep learning for sensor-based human activity recognition: Overview, challenges, and opportunities;chen;ACM Comput Surv,2021

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