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Semantics-Empowered Communication: A Tutorial-cum-Survey

16 December 2022

Papers citing "Semantics-Empowered Communication: A Tutorial-cum-Survey"

50 / 78 papers shown

Title
Less Data, More Knowledge: Building Next Generation Semantic Communication Networks Christina Chaccour Walid Saad Merouane Debbah Zhu Han H. Vincent Poor GNN 3DV 39 130 0 25 Nov 2022
A survey on the development status and application prospects of knowledge graph in smart grids Jian Wang Xi Wang Chaoqun Ma Lei Kou 40 74 0 02 Nov 2022
Performance Optimization for Semantic Communications: An Attention-based Reinforcement Learning Approach Yining Wang Mingzhe Chen Tao Luo Walid Saad Dusit Niyato H. Vincent Poor Shuguang Cui 65 138 0 17 Aug 2022
Towards Semantic Communications: Deep Learning-Based Image Semantic Coding Danlan Huang Fei Gao Xiaoming Tao Qiyuan Du Jianhua Lu 69 167 0 08 Aug 2022
Economics of Semantic Communication System: An Auction Approach Z. Liew Hongyang Du Wei Yang Bryan Lim Zehui Xiong Dusit Niyato Chunyan Miao Dong In Kim 63 10 0 02 Aug 2022
Contrastive Monotonic Pixel-Level Modulation Kun Lu Rongpeng Li Honggang Zhang 65 3 0 23 Jul 2022
Neuromorphic Wireless Cognition: Event-Driven Semantic Communications for Remote Inference Jiechen Chen N. Skatchkovsky Osvaldo Simeone 69 36 0 13 Jun 2022
Neuro-Symbolic Artificial Intelligence (AI) for Intent based Semantic Communication Christo Kurisummoottil Thomas Walid Saad 99 20 0 22 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 72 139 0 09 May 2022
Demo: Real-Time Semantic Communications with a Vision Transformer Hanju Yoo Taehun Jung L. Dai Songkuk Kim C. Chae 54 22 0 08 May 2022
Deep Learning-Enabled Semantic Communication Systems with Task-Unaware Transmitter and Dynamic Data Hongwei Zhang Shuo Shao M. Tao X. Bi Khaled B. Letaief 54 140 0 30 Apr 2022
Cognitive Semantic Communication Systems Driven by Knowledge Graph Fuhui Zhou Yihao Li Xinyuan Zhang Qihui Wu Xianfu Lei R. Hu 94 70 0 24 Feb 2022
Wireless Transmission of Images With The Assistance of Multi-level Semantic Information Zhenguo Zhang Qianqian Yang Shibo He Mingyang Sun Jiming Chen 47 35 0 08 Feb 2022
Robust Semantic Communications Against Semantic Noise Qiyu Hu Guangyi Zhang Zhijin Qin Yunlong Cai Guanding Yu Geoffrey Ye Li AAML 57 83 0 07 Feb 2022
Learning-Driven Lossy Image Compression; A Comprehensive Survey Sonain Jamil Md. Jalil Piran Muhibur Rahman 75 37 0 23 Jan 2022
Semantic Communications: Principles and Challenges Zhijin Qin Xiaoming Tao Jianhua Lu Wen Tong Geoffrey Ye Li 82 348 0 30 Dec 2021
Task-Oriented Image Transmission for Scene Classification in Unmanned Aerial Systems Xu Kang Bin Song Jie Guo Zhijin Qin F. Yu 60 97 0 21 Dec 2021
Semantic-Aware Collaborative Deep Reinforcement Learning Over Wireless Cellular Networks Fatemeh Lotfi Omid Semiari Walid Saad 59 27 0 23 Nov 2021
Common Language for Goal-Oriented Semantic Communications: A Curriculum Learning Framework Mohammad Karimzadeh Farshbafan Walid Saad Merouane Debbah 68 27 0 15 Nov 2021
Learning Semantics: An Opportunity for Effective 6G Communications Mohamed Sana Emilio Calvanese Strinati 80 53 0 14 Oct 2021
Deep Joint Source-Channel Coding for Wireless Image Transmission with Adaptive Rate Control Mingyu Yang Hun-Seok Kim 70 106 0 09 Oct 2021
Semantic Communications With AI Tasks Yang Yang Caili Guo Fangfang Liu Chuanhong Liu Lunan Sun Qizheng Sun Jiujiu Chen 60 37 0 29 Sep 2021
Task-Oriented Communication for Multi-Device Cooperative Edge Inference Jiawei Shao Yuyi Mao Jun Zhang 64 133 0 01 Sep 2021
Reinforcement Learning-powered Semantic Communication via Semantic Similarity Kun Lu Rongpeng Li Xianfu Chen Zhifeng Zhao Honggang Zhang 50 52 0 27 Aug 2021
Semantic Communication with Adaptive Universal Transformer Qingyang Zhou Rongpeng Li Zhifeng Zhao Chenghui Peng Honggang Zhang 65 91 0 20 Aug 2021
Attention-based Reinforcement Learning for Real-Time UAV Semantic Communication Won Joon Yun Byungju Lim Soyi Jung Young-Chai Ko Jihong Park Joongheon Kim M. Bennis 62 36 0 22 May 2021
Conditional Frechet Inception Distance Michael Soloveitchik Tzvi Diskin E. Morin A. Wiesel EGVM 49 34 0 21 Mar 2021
6G Networks: Beyond Shannon Towards Semantic and Goal-Oriented Communications Emilio Calvanese Strinati Sergio Barbarossa 82 395 0 04 Nov 2020
Graph Information Bottleneck Tailin Wu Hongyu Ren Pan Li J. Leskovec AAML 146 237 0 24 Oct 2020
A Survey of Knowledge-Enhanced Text Generation Wenhao Yu Chenguang Zhu Zaitang Li Zhiting Hu Qingyun Wang Heng Ji Meng Jiang 103 287 0 09 Oct 2020
Bandwidth-Agile Image Transmission with Deep Joint Source-Channel Coding David Burth Kurka Deniz Gündüz 61 124 0 26 Sep 2020
Wireless Image Retrieval at the Edge Mikolaj Jankowski Deniz Gunduz K. Mikolajczyk 139 210 0 21 Jul 2020
CLUB: A Contrastive Log-ratio Upper Bound of Mutual Information Pengyu Cheng Weituo Hao Shuyang Dai Jiachang Liu Zhe Gan Lawrence Carin VLM 69 357 0 22 Jun 2020
Denoising Diffusion Probabilistic Models Jonathan Ho Ajay Jain Pieter Abbeel DiffM 718 18,310 0 19 Jun 2020
End-to-End Object Detection with Transformers Nicolas Carion Francisco Massa Gabriel Synnaeve Nicolas Usunier Alexander Kirillov Sergey Zagoruyko ViT 3DV PINN 434 13,108 0 26 May 2020
Strip Pooling: Rethinking Spatial Pooling for Scene Parsing Qibin Hou Li Zhang Ming-Ming Cheng Jiashi Feng SSeg 3DPC 87 513 0 30 Mar 2020
Curriculum Learning for Reinforcement Learning Domains: A Framework and Survey Sanmit Narvekar Bei Peng Matteo Leonetti Jivko Sinapov Matthew E. Taylor Peter Stone ODL 233 482 0 10 Mar 2020
End-to-End Fast Training of Communication Links Without a Channel Model via Online Meta-Learning Sangwoo Park Osvaldo Simeone Joonhyuk Kang 83 42 0 03 Mar 2020
Data Freshness and Energy-Efficient UAV Navigation Optimization: A Deep Reinforcement Learning Approach S. F. Abedin M. S. Munir N. H. Tran Zhu Han Choong Seon Hong 58 98 0 21 Feb 2020
Deep Reinforcement Learning for Autonomous Driving: A Survey B. R. Kiran Ibrahim Sobh V. Talpaert Patrick Mannion A. A. Sallab S. Yogamani P. Pérez 354 1,687 0 02 Feb 2020
A Survey on Knowledge Graphs: Representation, Acquisition and Applications Shaoxiong Ji Shirui Pan Min Zhang Pekka Marttinen Philip S. Yu 300 1,998 0 02 Feb 2020
Deep Joint Source-Channel Coding for Wireless Image Retrieval Mikolaj Jankowski Deniz Gunduz K. Mikolajczyk 72 56 0 28 Oct 2019
High Fidelity Speech Synthesis with Adversarial Networks Mikolaj Binkowski Jeff Donahue Sander Dieleman Aidan Clark Erich Elsen Norman Casagrande Luis C. Cobo Karen Simonyan 286 240 0 25 Sep 2019
Multi-Channel Deep Networks for Block-Based Image Compressive Sensing Siwang Zhou Yan He Yonghe Liu Chengqing Li Jianming Zhang 80 113 0 28 Aug 2019
Text Generation from Knowledge Graphs with Graph Transformers Rik Koncel-Kedziorski Dhanush Bekal Yi Luan Mirella Lapata Hannaneh Hajishirzi 70 327 0 04 Apr 2019
Model-free Training of End-to-end Communication Systems Fayçal Ait Aoudia J. Hoydis 61 193 0 14 Dec 2018
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding Jacob Devlin Ming-Wei Chang Kenton Lee Kristina Toutanova VLM SSL SSeg 1.8K 95,175 0 11 Oct 2018
Distributed Variational Representation Learning Iñaki Estella Aguerri Milad Sefidgaran 63 73 0 11 Jul 2018
Universal Transformers Mostafa Dehghani Stephan Gouws Oriol Vinyals Jakob Uszkoreit Lukasz Kaiser 87 755 0 10 Jul 2018
Approximating the Void: Learning Stochastic Channel Models from Observation with Variational Generative Adversarial Networks Tim O'Shea Tamoghna Roy Nathan E. West GAN 47 129 0 16 May 2018