EdgeFM: Leveraging Foundation Model for Open-set Learning on the Edge

Author:

Yang Bufang1ORCID,He Lixing1ORCID,Ling Neiwen1ORCID,Yan Zhenyu1ORCID,Xing Guoliang1ORCID,Shuai Xian2ORCID,Ren Xiaozhe2ORCID,Jiang Xin2ORCID

Affiliation:

1. The Chinese University of Hong Kong, Shatin, Hong Kong

2. Noah's Ark Lab, Huawei Technologies, Shatin, Hong Kong

Funder

Research Grants Council, University Grants Committee

National Natural Science Foundation of China

The Chinese University of Hong Kong

Publisher

ACM

Reference76 articles.

1. Michael Ahn Anthony Brohan Noah Brown Yevgen Chebotar Omar Cortes Byron David Chelsea Finn Keerthana Gopalakrishnan Karol Hausman Alex Herzog et al. 2022. Do As I Can and Not As I Say: Grounding Language in Robotic Affordances. In arXiv preprint arXiv:2204.01691.

2. Transferring activity recognition models for new wearable sensors with deep generative domain adaptation

3. Romil Bhardwaj, Zhengxu Xia, Ganesh Ananthanarayanan, Junchen Jiang, Yuanchao Shu, Nikolaos Karianakis, Kevin Hsieh, Paramvir Bahl, and Ion Stoica. 2022. Ekya: Continuous learning of video analytics models on edge compute servers. In 19th USENIX Symposium on Networked Systems Design and Implementation. 119--135.

4. Rishi Bommasani Drew A Hudson Ehsan Adeli Russ Altman Simran Arora Sydney von Arx Michael S Bernstein Jeannette Bohg Antoine Bosselut Emma Brunskill et al. 2021. On the opportunities and risks of foundation models. arXiv preprint arXiv:2108.07258 (2021).

5. Language models are few-shot learners;Brown Tom;Advances in Neural Information Processing Systems,2020

Cited by 1 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. VIAssist: Adapting Multi-Modal Large Language Models for Users with Visual Impairments;2024 IEEE International Workshop on Foundation Models for Cyber-Physical Systems & Internet of Things (FMSys);2024-05-13

同舟云学术

1.学者识别学者识别

2.学术分析学术分析

3.人才评估人才评估

"同舟云学术"是以全球学者为主线,采集、加工和组织学术论文而形成的新型学术文献查询和分析系统,可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容,当前同舟云学术共收录了国内外主流学术期刊6万余种,收集的期刊论文及会议论文总量共计约1.5亿篇,并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询!咨询电话:010-8811{复制后删除}0370

www.globalauthorid.com

TOP

Copyright © 2019-2024 北京同舟云网络信息技术有限公司
京公网安备11010802033243号  京ICP备18003416号-3