Deep Learning for Joint Source-Channel Coding of Text

19 February 2018

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

26 / 76 papers shown

Title
Semantic Communications: Principles and Challenges Zhijin Qin Xiaoming Tao Jianhua Lu Wen Tong Geoffrey Ye Li 31 338 0 30 Dec 2021
Deep Joint Source-Channel Coding for Image Transmission with Visual Protection Jia-lin Xu Bo Ai Wei Chen Ning Wang Miguel R. D. Rodrigues 29 16 0 05 Nov 2021
SVD-Embedded Deep Autoencoder for MIMO Communications Xinliang Zhang M. Vaezi Tim O'Shea 24 16 0 03 Nov 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
Semantic Communication with Adaptive Universal Transformer Qingyang Zhou Rongpeng Li Zhifeng Zhao Chenghui Peng Honggang Zhang 30 88 0 20 Aug 2021
Learning Task-Oriented Communication for Edge Inference: An Information Bottleneck Approach Jiawei Shao Yuyi Mao Jun Zhang 47 212 0 08 Feb 2021
Deep Joint Source Channel Coding for WirelessImage Transmission with OFDM Mingyu Yang Chenghong Bian Hun-Seok Kim BDL 58 68 0 05 Jan 2021
6G Networks: Beyond Shannon Towards Semantic and Goal-Oriented Communications Emilio Calvanese Strinati Sergio Barbarossa 22 386 0 04 Nov 2020
Bandwidth-Agile Image Transmission with Deep Joint Source-Channel Coding David Burth Kurka Deniz Gündüz 8 119 0 26 Sep 2020
A Tutorial on Ultra-Reliable and Low-Latency Communications in 6G: Integrating Domain Knowledge into Deep Learning Changyang She Chengjian Sun Zhouyou Gu Yonghui Li Chenyang Yang H. Vincent Poor B. Vucetic 14 17 0 13 Sep 2020
Wireless Image Retrieval at the Edge Mikolaj Jankowski Deniz Gunduz K. Mikolajczyk 72 203 0 21 Jul 2020
Neural Communication Systems with Bandwidth-limited Channel Karen Ullrich Fabio Viola Danilo Jimenez Rezende 26 1 0 30 Mar 2020
DeepJSCC-f: Deep Joint Source-Channel Coding of Images with Feedback David Burth Kurka Deniz Gündüz 6 295 0 25 Nov 2019
BottleNet++: An End-to-End Approach for Feature Compression in Device-Edge Co-Inference Systems Jiawei Shao Jun Zhang 17 160 0 31 Oct 2019
Machine Learning for Geometrically-Consistent Angular Spread Function Estimation in Massive MIMO Yi Song Mahdi Barzegar Khalilsarai Saeid Haghighatshoar Giuseppe Caire 23 2 0 30 Oct 2019
Propagation Channel Modeling by Deep learning Techniques Shirin Seyedsalehi V. Pourahmadi H. Sheikhzadeh Ali Hosein Gharari Foumani DiffM 13 10 0 19 Aug 2019
Successive Refinement of Images with Deep Joint Source-Channel Coding David Burth Kurka Deniz Gunduz 16 49 0 15 Mar 2019
Deep Learning-Based Constellation Optimization for Physical Network Coding in Two-Way Relay Networks Toshiki Matsumine T. Koike-Akino Ye Wang 26 24 0 09 Mar 2019
Model-free Training of End-to-end Communication Systems Fayçal Ait Aoudia J. Hoydis 31 188 0 14 Dec 2018
Wireless Network Intelligence at the Edge Jihong Park S. Samarakoon M. Bennis Mérouane Debbah 21 518 0 07 Dec 2018
Neural Joint Source-Channel Coding Kristy Choi Kedar Tatwawadi Aditya Grover Tsachy Weissman Stefano Ermon 13 38 0 19 Nov 2018
Policy Design for Active Sequential Hypothesis Testing using Deep Learning D. Kartik Ekraam Sabir U. Mitra Premkumar Natarajan 24 18 0 11 Oct 2018
Deep Joint Source-Channel Coding for Wireless Image Transmission Eirina Bourtsoulatze David Burth Kurka Deniz Gunduz 14 169 0 04 Sep 2018
Deepcode: Feedback Codes via Deep Learning Hyeji Kim Yihan Jiang Sreeram Kannan Sewoong Oh Pramod Viswanath 22 141 0 02 Jul 2018
End-to-End Learning of Communications Systems Without a Channel Model Fayçal Ait Aoudia J. Hoydis 22 172 0 06 Apr 2018
Google's Neural Machine Translation System: Bridging the Gap between Human and Machine Translation Yonghui Wu M. Schuster Z. Chen Quoc V. Le Mohammad Norouzi ... Alex Rudnick Oriol Vinyals G. Corrado Macduff Hughes J. Dean AIMat 716 6,746 0 26 Sep 2016