Semantic Communications: Principles and Challenges

30 December 2021

Papers citing "Semantic Communications: Principles and Challenges"

28 / 78 papers shown

Title
Transceiver Cooperative Learning-aided Semantic Communications Against Mismatched Background Knowledge Bases Yanhuan Wang Shuaishuai Guo 21 7 0 09 Jan 2023
Optimization of Image Transmission in a Cooperative Semantic Communication Networks Wenjing Zhang Yining Wang Mingzhe Chen Tao Luo Dusit Niyato 23 41 0 01 Jan 2023
Metaverse Communications, Networking, Security, and Applications: Research Issues, State-of-the-Art, and Future Directions Mansoor Ali F. Naeem Georges Kaddoum E. Hossain 46 40 0 25 Dec 2022
Vulnerabilities of Deep Learning-Driven Semantic Communications to Backdoor (Trojan) Attacks Y. Sagduyu T. Erpek S. Ulukus Aylin Yener AAML 33 11 0 21 Dec 2022
Is Semantic Communications Secure? A Tale of Multi-Domain Adversarial Attacks Y. Sagduyu T. Erpek S. Ulukus Aylin Yener AAML 37 14 0 20 Dec 2022
Task-Oriented Communications for NextG: End-to-End Deep Learning and AI Security Aspects Y. Sagduyu S. Ulukus Aylin Yener AAML 25 25 0 19 Dec 2022
Semantics-Empowered Communication: A Tutorial-cum-Survey Zhilin Lu Rongpeng Li Kun Lu Xianfu Chen E. Hossain Zhifeng Zhao Honggang Zhang 39 19 0 16 Dec 2022
Less Data, More Knowledge: Building Next Generation Semantic Communication Networks Christina Chaccour Walid Saad Merouane Debbah Zhu Han H. Vincent Poor GNN 3DV 32 120 0 25 Nov 2022
EXK-SC: A Semantic Communication Model Based on Information Framework Expansion and Knowledge Collision Gangtao Xin Pingyi Fan 35 10 0 24 Oct 2022
Cooperative Resource Management in Quantum Key Distribution (QKD) Networks for Semantic Communication R. Kaewpuang Minrui Xu Wei Yang Bryan Lim Dusit Niyato Han Yu Jiawen Kang X. Shen 25 10 0 24 Sep 2022
Vector Quantized Semantic Communication System Qifan Fu Huiqiang Xie Zhijin Qin Greg Slabaugh Xiaoming Tao 42 42 0 23 Sep 2022
Learning Based Joint Coding-Modulation for Digital Semantic Communication Systems Yufei Bo Yiheng Duan Shuo Shao M. Tao 16 23 0 11 Aug 2022
Towards Semantic Communications: Deep Learning-Based Image Semantic Coding Danlan Huang F. Gao Xiaoming Tao Qiyuan Du Jianhua Lu 20 152 0 08 Aug 2022
Beyond Transmitting Bits: Context, Semantics, and Task-Oriented Communications Deniz Gunduz Zhijin Qin Iñaki Estella Aguerri Harpreet S. Dhillon Zhaohui Yang Aylin Yener Kai‐Kit Wong C. Chae 27 432 0 19 Jul 2022
Neuromorphic Wireless Cognition: Event-Driven Semantic Communications for Remote Inference Jiechen Chen N. Skatchkovsky Osvaldo Simeone 31 36 0 13 Jun 2022
Robust Semantic Communications with Masked VQ-VAE Enabled Codebook Qiyu Hu Guangyi Zhang Zhijin Qin Yunlong Cai Guanding Yu Geoffrey Ye Li AAML 10 136 0 08 Jun 2022
Wireless Deep Video Semantic Transmission Sixian Wang Jincheng Dai Zijian Liang K. Niu Zhongwei Si Chao Dong Xiaoqi Qin Ping Zhang 3DV DiffM 54 141 0 26 May 2022
Deep Learning Enabled Semantic Communications with Speech Recognition and Synthesis Zhenzi Weng Zhijin Qin Xiaoming Tao Chengkang Pan Guangyi Liu Geoffrey Ye Li 33 132 0 09 May 2022
Curriculum Learning for Goal-Oriented Semantic Communications with a Common Language Mohammad Karimzadeh Farshbafan Walid Saad Merouane Debbah 29 30 0 21 Apr 2022
Robust Semantic Communications Against Semantic Noise Qiyu Hu Guangyi Zhang Zhijin Qin Yunlong Cai Guanding Yu Geoffrey Ye Li AAML 18 80 0 07 Feb 2022
Semantic-aware Speech to Text Transmission with Redundancy Removal Tian Han Qianqian Yang Zhiguo Shi Shibo He Zhaoyang Zhang 12 16 0 07 Feb 2022
Learning Semantics: An Opportunity for Effective 6G Communications Mohamed Sana Emilio Calvanese Strinati 40 51 0 14 Oct 2021
Reinforcement Learning-powered Semantic Communication via Semantic Similarity Kun Lu Rongpeng Li Xianfu Chen Zhifeng Zhao Honggang Zhang 21 52 0 27 Aug 2021
Semantics-Native Communication with Contextual Reasoning Hyowoon Seo Jihong Park M. Bennis Mérouane Debbah LRM 42 36 0 12 Aug 2021
Wireless Image Retrieval at the Edge Mikolaj Jankowski Deniz Gunduz K. Mikolajczyk 72 203 0 21 Jul 2020
High Fidelity Speech Synthesis with Adversarial Networks Mikolaj Binkowski Jeff Donahue Sander Dieleman Aidan Clark Erich Elsen Norman Casagrande Luis C. Cobo Karen Simonyan 226 239 0 25 Sep 2019
Visual Translation Embedding Network for Visual Relation Detection Hanwang Zhang Zawlin Kyaw Shih-Fu Chang Tat-Seng Chua ViT 154 560 0 27 Feb 2017
Adversarial examples in the physical world Alexey Kurakin Ian Goodfellow Samy Bengio SILM AAML 287 5,837 0 08 Jul 2016