Beyond Transmitting Bits: Context, Semantics, and Task-Oriented Communications

Author:

Gunduz Deniz1ORCID,Qin Zhijin2ORCID,Aguerri Inaki Estella3ORCID,Dhillon Harpreet S.4ORCID,Yang Zhaohui5,Yener Aylin6ORCID,Wong Kai Kit7ORCID,Chae Chan-Byoung8ORCID

Affiliation:

1. Department of Electrical and Electronic Engineering, Imperial College London, London, U.K

2. Department of Electronic Engineering, Tsinghua University, Beijing, China

3. Amazon, Barcelona, Spain

4. The Bradley Department of Electrical and Computer Engineering, Virginia Tech, Blacksburg, VA, USA

5. Zhejiang Laboratory, Hangzhou, China,

6. Department of Electrical and Computer Engineering, The Ohio State University, Columbus, OH, USA

7. Department of Electronic and Electrical Engineering, University College London, London, U.K

8. School of Integrated Technology, Yonsei University, Seoul, South Korea

Funder

European Research Council (ERC) through the Project BEACON

U.K. Engineering and Physical Sciences Research Council (EPSRC) through the CHIST-ERA Program

National Natural Science Foundation of China

Tsinghua University-China Mobile Communications Group Company Ltd. Joint Institute

U.S. National Science Foundation

IITP/NRF

Korea Government

Publisher

Institute of Electrical and Electronics Engineers (IEEE)

Subject

Electrical and Electronic Engineering,Computer Networks and Communications

Reference324 articles.

1. Information bottleneck for Gaussian variables;chechik;J Mach Learn Res,2005

2. On the optimality of the Gaussian information bottleneck curve;globerson,2004

3. ?-vae: Learning basic visual concepts with a constrained variational framework;higgins;Proc Int Conf Learn Represent (ICLR),2017

4. Auto-encoding variational Bayes;kingma;arXiv 1312 6114,2013

5. Maximum likelihood from incomplete data via the EM algorithm;dempster;J Roy Stat Soc Ser B,1977

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