A Low-Complexity Approach to Rate-Distortion Optimized Variable Bit-Rate Compression for Split DNN Computing
Author:
Affiliation:
1. Intel Labs,Bangalore,India
2. Intel Labs,Santa Clara,USA
3. Intel Labs,Hillsboro,USA
Publisher
IEEE
Link
http://xplorestaging.ieee.org/ielx7/9956007/9955631/09956232.pdf?arnumber=9956232
Reference26 articles.
1. BottleNet++: An End-to-End Approach for Feature Compression in Device-Edge Co-Inference Systems
2. Head Network Distillation: Splitting Distilled Deep Neural Networks for Resource-Constrained Edge Computing Systems
3. Neural Compression and Filtering for Edge-assisted Real-time Object Detection in Challenged Networks
4. G-vae: A continuously variable rate deep image compression framework;cui,2020
Cited by 6 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. Compression without Compromise: Optimizing Point Cloud Object Detection with Bottleneck Architectures For Split Computing;2024 IEEE International Conference on Multimedia and Expo Workshops (ICMEW);2024-07-15
2. Tensor Compression and Reconstruction in Split DNN for Real-time Object Detection at the Edge;2024 IEEE International Mediterranean Conference on Communications and Networking (MeditCom);2024-07-08
3. Two-Phase Split Computing Framework in Edge–Cloud Continuum;IEEE Internet of Things Journal;2024-06-15
4. Balancing the Encoder and Decoder Complexity in Image Compression for Classification;2024-04-22
5. Flexible Variable-Rate Image Feature Compression for Edge-Cloud Systems;2023 IEEE International Conference on Multimedia and Expo Workshops (ICMEW);2023-07
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