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Task-oriented communication is a new paradigm that aims at providing efficient connectivity for accomplishing intelligent tasks rather than the reception of every transmitted bit.
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X. Chen and J. Hwang, · 2017
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“Ultra-low latency mobile networking,”
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“Snip: Single-shot network pruning based on connection sensitivity,”
N. Lee, T. Ajanthan, and P. H. S. Torr, · 2018
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“Learning semantic concepts and order for image and sentence matching,”
Y. Huang, Q. Wu, C. Song, and L. Wang, · 2018
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“The Roadmap to 6G: AI Empowered Wireless Networks,”
K. B. Letaief, W. Chen, Y. Shi, J. Zhang, and Y. A. Zhang, · 2019
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“Deep joint source-channel coding for wireless image transmission,”
E. Bourtsoulatze, D. Burth Kurka, and D. Gunduz, · 2019
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“Deep learning-constructed joint transmission-recognition for Internet of Things,”
C.-H. Lee, J.-W. Lin, P.-H. Chen, and Y.-C. Chang, · 2019
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“A vision of 6G Wireless Systems: Applications, Trends,Technologies, and Open Research Problems,”
W. Saad, M. Bennis, and M. Chen, · 2020
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“Deep joint source-channel coding for wireless image retrieval,”
M. Jankowski, D. Gündüz, and K. Mikolajczyk, · 2020
“What is semantic communication? A view on conveying meaning in the era of machine intelligence,”
Q. Lan, D. Wen, Z. Zhang, Q. Zeng, X. Chen, P. Popovski, and K. Huang, · 2021
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“Semantic Communications With AI Tasks,”
Y. Yang, C. Guo, F. Liu, C. Liu, L. Sun, Q. Sun, and J. Chen, · 2021
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“From semantic communication to semantic-aware networking: Model, architecture, and open problems,”
G. Shi, Y. Xiao, Y. Li, and X. Xie, · 2021
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“Toward wisdom-evolutionary and primitive-concise 6G: A new paradigm of semantic communication networks,”
P. Zhang, W. Xu, H. Gao, K. Niu, X. Xu, X. Qin, C. Yuan, Z. Qin, H. Zhao, J. Wei, and F. Zhang, · 2021
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“Deep Learning Enabled Semantic Communication Systems,”
H. Xie, Z. Qin, G. Y. Li, and B. Juang, · 2021
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Cited alongside, same era.
“Club: A contrastive log-ratio upper bound of mutual information,”
P. Cheng, W. Hao, S. Dai, J. Liu, Z. Gan, and Lawrence Carin, · 2020
Cited alongside, same era.
“Nine challenges in artificial intelligence and wireless communications for 6G,”
W. Tong and G. Y. Li, · 2021
Cited alongside, same era.
“Toward a 6G AI-native air interface,”
J. Hoydis, F. A. Aoudia, A. Valcarce, and H. Viswanathan, · 2021
Cited alongside, same era.
“Performance Optimization for Semantic Communications: An Attention-based Learning Approach,”
Y. Wang, M. Chen, W. Saad, T. Luo, S. Cui, and H. V. Poor, · 2021
Cited alongside, same era.
“Towards goal-oriented semantic signal processing: Applications and future challenges,”
M. Kalfa, M. Gok, A. Atalik, B. Tegin, T. M. Duman, and O. Arikan, · 2021
Cited alongside, same era.
“Semantic communications in networked systems,”
E. Uysal, O. Kaya, A. Ephremides, J. Gross, M. Codreanu, P. Popovski, M. Assaad, G. Liva, A. Munari, T. Soleymani, B. Soret, and K. H. Johansson, · 2021
Cited alongside, same era.
“A Lite Distributed Semantic Communication System for Internet of Things,”
H. Xie and Z. Qin, · 2021
Later among the works it cites.
“Wireless image retrieval at the edge,”
M. Jankowski, D. Gündüz, and K. Mikolajczyk, · 2021
Later among the works it cites.
“Intelligent task-oriented semantic communication method in Artificial Intelligence of Things,”
C. Liu, C. Guo, Y. Yang, C. Feng, Q. Sun, and J. chen, · 2021
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“Task-oriented multi-user semantic communications for VQA,”
H. Xie, Z. Qin, and G. Y. Li, · 2021
Later among the works it cites.
“Task-oriented multi-user semantic communications,”
H. Xie, Z. Qin, X. Tao, and K. B. Letaief, · 2021
Later among the works it cites.
“Learning task-oriented communication for edge inference: An information bottleneck approach,”
J. Shao, Y. Mao, and J Zhang, · 2021
Later among the works it cites.
“Management and orchestration; Concepts, use cases and requirements,”
3GPP, · 2021
Later among the works it cites.
“Semantic communications: Principles and challenges,”
Z. Qin, X. Tao, J. Lu, and G. Y. Li, · 2022
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