Task-Oriented Edge Networks: Decentralized Learning Over Wireless Fronthaul

3 December 2023

Papers citing "Task-Oriented Edge Networks: Decentralized Learning Over Wireless Fronthaul"

13 / 13 papers shown

Title
Low-Latency Cooperative Spectrum Sensing via Truncated Vertical Federated Learning Zezhong Zhang Guangxu Zhu Shuguang Cui FedML 51 10 0 07 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 86 446 0 19 Jul 2022
DeepWiVe: Deep-Learning-Aided Wireless Video Transmission Tze-Yang Tung Deniz Gündüz 89 123 0 25 Nov 2021
Edge Artificial Intelligence for 6G: Vision, Enabling Technologies, and Applications Khaled B. Letaief Yuanming Shi Jianmin Lu Jianhua Lu 85 430 0 24 Nov 2021
Task-Oriented Communication for Multi-Device Cooperative Edge Inference Jiawei Shao Yuyi Mao Jun Zhang 60 131 0 01 Sep 2021
Wireless Image Retrieval at the Edge Mikolaj Jankowski Deniz Gunduz K. Mikolajczyk 132 208 0 21 Jul 2020
Communication-Efficient Edge AI: Algorithms and Systems Yuanming Shi Kai Yang Tao Jiang Jun Zhang Khaled B. Letaief GNN 73 335 0 22 Feb 2020
Deep Learning for Distributed Optimization: Applications to Wireless Resource Management Hoon Lee Sang Hyun Lee Tony Q.S. Quek 58 92 0 31 May 2019
Deep Joint Source-Channel Coding for Wireless Image Transmission Eirina Bourtsoulatze David Burth Kurka Deniz Gunduz 52 171 0 04 Sep 2018
Deep Learning for Joint Source-Channel Coding of Text Nariman Farsad Milind Rao Andrea J. Goldsmith 58 351 0 19 Feb 2018
An Introduction to Deep Learning for the Physical Layer Tim O'Shea J. Hoydis AI4CE 140 2,198 0 02 Feb 2017
Aggregated Residual Transformations for Deep Neural Networks Saining Xie Ross B. Girshick Piotr Dollár Zhuowen Tu Kaiming He 522 10,345 0 16 Nov 2016
Communication-Efficient Learning of Deep Networks from Decentralized Data H. B. McMahan Eider Moore Daniel Ramage S. Hampson Blaise Agüera y Arcas FedML 406 17,486 0 17 Feb 2016