Deep Learning for Joint Source-Channel Coding of Text

19 February 2018

Papers citing "Deep Learning for Joint Source-Channel Coding of Text"

50 / 76 papers shown

Title
Modeling and Performance Analysis for Semantic Communications Based on Empirical Results Shuai Ma Bin Shen Chuanhui Zhang Youlong Wu Hang Li Shiyin Li Guangming Shi Naofal Al-Dhahir 35 0 0 29 Apr 2025
Robust Transmission of Punctured Text with Large Language Model-based Recovery Sojeong Park Hyeonho Noh Hyun Jong Yang VLM 53 0 0 19 Mar 2025
Aligning Task- and Reconstruction-Oriented Communications for Edge Intelligence Yufeng Diao Yichi Zhang Changyang She Philip Guodong Zhao Emma Liying Li 67 0 0 24 Feb 2025
Semantic Feature Decomposition based Semantic Communication System of Images with Large-scale Visual Generation Models Senran Fan Zhicheng Bao Chen Dong Haotai Liang Xiaodong Xu Ping Zhang DiffM 21 0 0 26 Oct 2024
Variational Source-Channel Coding for Semantic Communication Yulong Feng Jing Xu Liujun Hu Guanghui Yu Xiangyang Duan 21 0 0 26 Sep 2024
Task-Oriented Communication for Graph Data: A Graph Information Bottleneck Approach Shujing Li Yanhu Wang Shuaishuai Guo Chenyuan Feng 35 3 0 04 Sep 2024
Transfer-based Adversarial Poisoning Attacks for Online (MIMO-)Deep Receviers Kunze Wu Weiheng Jiang Dusit Niyato Yinghuan Li Chuang Luo AAML 35 0 0 04 Sep 2024
Semantic Communication for Cooperative Perception using HARQ Yucheng Sheng Le Liang Hao Ye Shi Jin Geoffrey Ye Li 23 1 0 29 Aug 2024
Semantic Communication based on Large Language Model for Underwater Image Transmission Weilong Chen Wenxuan Xu Haoran Chen Xinran Zhang Zhijin Qin Yanru Zhang Zhu Han 26 3 0 08 Aug 2024
Synchronous Multi-modal Semantic Communication System with Packet-level Coding Yun Tian Jingkai Ying Zhijin Qin Ye Jin Xiaoming Tao 31 3 0 08 Aug 2024
Knowledge-Aided Semantic Communication Leveraging Probabilistic Graphical Modeling Haowen Wan Qianqian Yang Jiancheng Tang Zhiguo Shi 19 0 0 08 Aug 2024
FSSC: Federated Learning of Transformer Neural Networks for Semantic Image Communication Yuna Yan Xin Zhang Lixin Li Wensheng Lin Rui Li Wenchi Cheng Zhu Han FedML 18 0 0 31 Jul 2024
sDAC -- Semantic Digital Analog Converter for Semantic Communications Zhicheng Bao Chen Dong Xiaodong Xu 36 1 0 26 Apr 2024
Latency-Distortion Tradeoffs in Communicating Classification Results over Noisy Channels N. Teku S. Adiga Ravi Tandon 34 0 0 22 Apr 2024
Semantic Text Transmission via Prediction with Small Language Models: Cost-Similarity Trade-off Bhavani A Madhabhavi Gangadhar Karevvanavar R. Bhat Nikolaos Pappas 19 0 0 01 Mar 2024
Generative AI for Secure Physical Layer Communications: A Survey Changyuan Zhao Hongyang Du Dusit Niyato Jiawen Kang Zehui Xiong Dong In Kim Xuemin X. Shen K. B. Letaief 61 19 0 21 Feb 2024
Pragmatic Communication in Multi-Agent Collaborative Perception Yue Hu Xianghe Pang Xiaoqi Qin Yonina C. Eldar Siheng Chen Ping Zhang Wenjun Zhang 30 7 0 23 Jan 2024
Interplay of Semantic Communication and Knowledge Learning Fei Ni Bingyan Wang Rongpeng Li Zhifeng Zhao Honggang Zhang 27 0 0 18 Jan 2024
Deep Learning in Physical Layer: Review on Data Driven End-to-End Communication Systems and their Enabling Semantic Applications Nazmul Islam Seokjoo Shin AI4CE 29 3 0 08 Jan 2024
LMaaS: Exploring Pricing Strategy of Large Model as a Service for Communication Panlong Wu Qi Liu Yanjie Dong Fangxin Wang 21 5 0 05 Jan 2024
The Rate-Distortion-Perception-Classification Tradeoff: Joint Source Coding and Modulation via Inverse-Domain GANs Junli Fang João F. C. Mota Baoshan Lu Weicheng Zhang Xuemin Hong 16 0 0 22 Dec 2023
Task-Oriented Edge Networks: Decentralized Learning Over Wireless Fronthaul Hoon Lee Seung-Wook Kim 30 5 0 03 Dec 2023
Knowledge Distillation Based Semantic Communications For Multiple Users Chenguang Liu Yuxin Zhou Yunfei Chen Shuang-Hua Yang 20 4 0 23 Nov 2023
Deep Learning-Empowered Semantic Communication Systems with a Shared Knowledge Base Peng Yi Yang Cao Xin Kang Ying-Chang Liang 37 19 0 06 Nov 2023
An Efficient Federated Learning Framework for Training Semantic Communication System Loc X. Nguyen Huy Q. Le Ye Lin Tun P. Aung Y. Tun Zhu Han Choong Seon Hong FedML 20 12 0 20 Oct 2023
Alternate Learning based Sparse Semantic Communications for Visual Transmission Siyu Tong Xiaoxue Yu Rongpeng Li Kun Lu Zhifeng Zhao Honggang Zhang 19 4 0 31 Jul 2023
Transformer-based Joint Source Channel Coding for Textual Semantic Communication Shicong Liu Zhenke Gao Gaojie Chen Yu Su Lu Peng 14 3 0 23 Jul 2023
Reasoning over the Air: A Reasoning-based Implicit Semantic-Aware Communication Framework Yong Xiao Yiwei Liao Yingyu Li Guangming Shi H. Vincent Poor Walid Saad Merouane Debbah M. Bennis 34 12 0 20 Jun 2023
Rate-Adaptive Coding Mechanism for Semantic Communications With Multi-Modal Data Yangshuo He Guanding Yu Yunlong Cai 30 16 0 18 May 2023
Cognitive Semantic Communication Systems Driven by Knowledge Graph: Principle, Implementation, and Performance Evaluation Fuhui Zhou Yihao Li Ming Xu Lu Yuan Qihui Wu R. Hu N. Al-Dhahir 11 19 0 15 Mar 2023
Wireless End-to-End Image Transmission System using Semantic Communications Maheshi Lokumarambage V. Gowrisetty Hossein Rezaei Thushan Sivalingam Nandana Rajatheva Anil Fernando 17 63 0 27 Feb 2023
Transceiver Cooperative Learning-aided Semantic Communications Against Mismatched Background Knowledge Bases Yanhuan Wang Shuaishuai Guo 11 7 0 09 Jan 2023
Semantics-Empowered Communication: A Tutorial-cum-Survey Zhilin Lu Rongpeng Li Kun Lu Xianfu Chen E. Hossain Zhifeng Zhao Honggang Zhang 29 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
Learning to Communicate with Intent: An Introduction M. A. Gutierrez-Estevez Yiqun Wu Chan Zhou 13 3 0 17 Nov 2022
Toward Adaptive Semantic Communications: Efficient Data Transmission via Online Learned Nonlinear Transform Source-Channel Coding Jincheng Dai Sixian Wang Ke Yang Kailin Tan Xiaoqi Qin Zhongwei Si K. Niu Ping Zhang 23 19 0 08 Nov 2022
Wireless Deep Speech Semantic Transmission Zixuan Xiao Shengshi Yao Jincheng Dai Sixian Wang K. Niu Ping Zhang 3DV DiffM 14 19 0 04 Nov 2022
WITT: A Wireless Image Transmission Transformer for Semantic Communications Ke Yang Sixian Wang Jincheng Dai Kailin Tan K. Niu Ping Zhang ViT 20 91 0 02 Nov 2022
Robust Information Bottleneck for Task-Oriented Communication with Digital Modulation Songjie Xie Shuaijie Ma Ming Ding Yuanming Shi Ming-Fu Tang Youlong Wu 35 70 0 21 Sep 2022
One-to-Many Semantic Communication Systems: Design, Implementation, Performance Evaluation Han Hu Xingwu Zhu Fuhui Zhou Wei Wu R. Hu Hongbo Zhu 25 44 0 20 Sep 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
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 48 10 0 02 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 16 432 0 19 Jul 2022
Wireless Deep Video Semantic Transmission Sixian Wang Jincheng Dai Zijian Liang K. Niu Zhongwei Si Chao Dong Xiaoqi Qin Ping Zhang 3DV DiffM 46 141 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 33 131 0 09 May 2022
Transformer-Empowered 6G Intelligent Networks: From Massive MIMO Processing to Semantic Communication Yang Wang Zhen Gao Dezhi Zheng Sheng Chen Deniz Gündüz H. Vincent Poor AI4CE 11 81 0 08 May 2022
Semantic Information Recovery in Wireless Networks Edgar Beck C. Bockelmann Armin Dekorsy 18 22 0 28 Apr 2022
Curriculum Learning for Goal-Oriented Semantic Communications with a Common Language Mohammad Karimzadeh Farshbafan Walid Saad Merouane Debbah 26 30 0 21 Apr 2022
Cognitive Semantic Communication Systems Driven by Knowledge Graph Fuhui Zhou Yihao Li Xinyuan Zhang Qihui Wu Xianfu Lei R. Hu 19 66 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 8 34 0 08 Feb 2022