Semantic Communications With AI Tasks

“Recent Contributions to The Mathematical Theory of Communication,”

W. Weaver, · 1949

Earlier work this paper cites.

“An Outline of a Theory of Semantic Information,”

R. Carnap, and Y. Bar-Hillel, · 1952

Earlier work this paper cites.

“Outline of a Theory of Strongly Semantic Information,”

L. Floridi, · 2004

Earlier work this paper cites.

“Towards a theory of semantic communication,”

J. Bao, P. Basu, and M. Dean, · 2011

Earlier work this paper cites.

“Perceptual losses for real-time style transfer and super-resolution,”

J. Johnson, A. Alahi, and F. Li, · 2016

Earlier work this paper cites.

“Grad-cam: Visual explanations from deep networks via gradient-based localization,”

R. Selvaraju, M. Cogswell, and A. Das, · 2017

Cited alongside, same era.

“Resource allocation for information-centric virtualized heterogeneous networks with in-network caching and mobile edge computing,”

Original

Y. Zhou, F. Yu, and J. Chen, · 2017

Cited alongside, same era.

“Net2vec: Quantifying and explaining how concepts are encoded by filters in deep neural networks,”

R. Fong, and A. Vedaldi, · 2018

Cited alongside, same era.

“The Roadmap to 6G: AI Empowered Wireless Networks,”

K. B. Letaief, W. Chen, Y. Shi, J. Zhang, and Y. A. Zhang, · 2019

Cited alongside, same era.

“A Vision of 6G Wireless Systems: Applications, Trends, Technologies, and Open Research Problems,”

W. Saad, M. Bennis, and M. Chen, · 2020

Later among the works it cites.

“Toward Self-Learning Edge Intelligence in 6G,”

Y. Xiao, G. Shi, Y. Li, W. Saad, and H. V. Poor, · 2020

Later among the works it cites.

“Deep Learning Enabled Semantic Communication Systems,”

H. Xie, Z. Qin, G. Y. Li, and B. Juang, · 2021

Closest in time.

“A Lite Distributed Semantic Communication System for Internet of Things,”

H. Xie, and Z. Qin, · 2021

Closest in time.