Beyond Transmitting Bits: Context, Semantics, and Task-Oriented Communications

19 July 2022

Deniz Gunduz

Zhijin Qin

Iñaki Estella Aguerri

Papers citing "Beyond Transmitting Bits: Context, Semantics, and Task-Oriented Communications"

50 / 118 papers shown

Title
Explainable Semantic Federated Learning Enabled Industrial Edge Network for Fire Surveillance Li Dong Yubo Peng Feibo Jiang Kezhi Wang Kun Yang 70 0 0 31 Dec 2024
Integrating Semantic Communication and Human Decision-Making into an End-to-End Sensing-Decision Framework Edgar Beck Hsuan-Yu Lin Patrick Rückert Yongping Bao Bettina von Helversen Sebastian Fehrler Kirsten Tracht Armin Dekorsy 97 0 0 06 Dec 2024
Contrastive Learning and Adversarial Disentanglement for Task-Oriented Semantic Communications Omar Erak Omar Alhussein Wen Tong 97 0 0 30 Oct 2024
Variational Source-Channel Coding for Semantic Communication Yulong Feng Jing Xu Liujun Hu Guanghui Yu Xiangyang Duan 44 0 0 26 Sep 2024
Generative Semantic Communication via Textual Prompts: Latency Performance Tradeoffs Mengmeng Ren Li Qiao Long Yang Zhen Gao Jian Chen Mahdi Boloursaz Mashhadi Pei Xiao Rahim Tafazolli Mehdi Bennis VLM 111 5 0 15 Sep 2024
Object-Attribute-Relation Representation Based Video Semantic Communication Qiyuan Du Yiping Duan Qianqian Yang Xiaoming Tao Mérouane Debbah 83 3 0 15 Jun 2024
VideoQA-SC: Adaptive Semantic Communication for Video Question Answering Jiangyuan Guo Wei Chen Yuxuan Sun Jia-lin Xu Bo Ai 89 4 0 17 May 2024
Dynamic Relative Representations for Goal-Oriented Semantic Communications Simone Fiorellino Claudio Battiloro Emilio Calvanese Strinati P. Lorenzo 81 4 0 25 Mar 2024
FOOL: Addressing the Downlink Bottleneck in Satellite Computing with Neural Feature Compression Alireza Furutanpey Qiyang Zhang Philipp Raith Tobias Pfandzelter Shangguang Wang Schahram Dustdar 126 5 0 25 Mar 2024
DeepJSCC-Q: Constellation Constrained Deep Joint Source-Channel Coding Tze-Yang Tung David Burth Kurka Mikolaj Jankowski Deniz Gunduz 26 74 0 16 Jun 2022
Demo: Real-Time Semantic Communications with a Vision Transformer Hanju Yoo Taehun Jung L. Dai Songkuk Kim C. Chae 36 21 0 08 May 2022
Cognitive Semantic Communication Systems Driven by Knowledge Graph Fuhui Zhou Yihao Li Xinyuan Zhang Qihui Wu Xianfu Lei R. Hu 67 67 0 24 Feb 2022
An Introduction to Neural Data Compression Yibo Yang Stephan Mandt Lucas Theis 56 120 0 14 Feb 2022
The Rate-Distortion-Perception Tradeoff: The Role of Common Randomness Aaron B. Wagner 54 37 0 08 Feb 2022
Semantic-aware Speech to Text Transmission with Redundancy Removal Tian Han Qianqian Yang Zhiguo Shi Shibo He Zhaoyang Zhang 44 16 0 07 Feb 2022
Semantic Communications: Principles and Challenges Zhijin Qin Xiaoming Tao Jianhua Lu Wen Tong Geoffrey Ye Li 69 344 0 30 Dec 2021
DeepWiVe: Deep-Learning-Aided Wireless Video Transmission Tze-Yang Tung Deniz Gündüz 68 122 0 25 Nov 2021
Common Language for Goal-Oriented Semantic Communications: A Curriculum Learning Framework Mohammad Karimzadeh Farshbafan Walid Saad Merouane Debbah 53 27 0 15 Nov 2021
Deep Joint Source-Channel Coding for Wireless Image Transmission with Adaptive Rate Control Mingyu Yang Hun-Seok Kim 58 101 0 09 Oct 2021
Supervised Compression for Resource-Constrained Edge Computing Systems Yoshitomo Matsubara Ruihan Yang Marco Levorato Stephan Mandt 55 58 0 21 Aug 2021
HARP-Net: Hyper-Autoencoded Reconstruction Propagation for Scalable Neural Audio Coding Darius Petermann Seungkwon Beack Minje Kim 42 14 0 22 Jul 2021
Semantic Communications for Speech Recognition Zhenzi Weng Zhijin Qin Geoffrey Ye Li 53 35 0 22 Jul 2021
SoundStream: An End-to-End Neural Audio Codec Neil Zeghidour Alejandro Luebs Ahmed Omran Jan Skoglund Marco Tagliasacchi AI4TS 92 787 0 07 Jul 2021
Universal Rate-Distortion-Perception Representations for Lossy Compression George Zhang Jingjing Qian Jun Chen Ashish Khisti 52 66 0 18 Jun 2021
Denoising Noisy Neural Networks: A Bayesian Approach with Compensation Yulin Shao Soung Chang Liew Deniz Gunduz 80 14 0 22 May 2021
FVC: A New Framework towards Deep Video Compression in Feature Space Zhihao Hu Guo Lu Dong Xu 76 251 0 20 May 2021
Unsupervised Knowledge Graph Alignment by Probabilistic Reasoning and Semantic Embedding Zhiyuan Qi Ziheng Zhang Jiaoyan Chen Xi Chen Yuejia Xiang Ningyu Zhang Yefeng Zheng 50 38 0 12 May 2021
A coding theorem for the rate-distortion-perception function Lucas Theis Aaron B. Wagner 77 51 0 28 Apr 2021
Distributed Learning in Wireless Networks: Recent Progress and Future Challenges Mingzhe Chen Deniz Gündüz Kaibin Huang Walid Saad M. Bennis Aneta Vulgarakis Feljan H. Vincent Poor 79 410 0 05 Apr 2021
A Comprehensive Survey of Scene Graphs: Generation and Application Xiaojun Chang Pengzhen Ren Pengfei Xu Zhihui Li Xiaojiang Chen Alexander G. Hauptmann 3DV 91 231 0 17 Mar 2021
Over-the-Air Statistical Estimation Chuan-Zheng Lee L. P. Barnes Ayfer Özgür 61 12 0 06 Mar 2021
On the advantages of stochastic encoders Lucas Theis E. Agustsson 70 45 0 18 Feb 2021
Learning Task-Oriented Communication for Edge Inference: An Information Bottleneck Approach Jiawei Shao Yuyi Mao Jun Zhang 65 215 0 08 Feb 2021
Federated Learning over Wireless Device-to-Device Networks: Algorithms and Convergence Analysis Hong Xing Osvaldo Simeone Suzhi Bi 76 94 0 29 Jan 2021
6G Networks: Beyond Shannon Towards Semantic and Goal-Oriented Communications Emilio Calvanese Strinati Sergio Barbarossa 57 391 0 04 Nov 2020
Blind Federated Edge Learning M. Amiri T. Duman Deniz Gunduz Sanjeev R. Kulkarni H. Vincent Poor 102 92 0 19 Oct 2020
Communicate to Learn at the Edge Deniz Gunduz David Burth Kurka Mikolaj Jankowski M. Amiri Emre Ozfatura Sreejith Sreekumar 49 64 0 28 Sep 2020
Bandwidth-Agile Image Transmission with Deep Joint Source-Channel Coding David Burth Kurka Deniz Gündüz 43 121 0 26 Sep 2020
Wireless Image Retrieval at the Edge Mikolaj Jankowski Deniz Gunduz K. Mikolajczyk 117 206 0 21 Jul 2020
Channel-wise Autoregressive Entropy Models for Learned Image Compression David C. Minnen Saurabh Singh 65 409 0 17 Jul 2020
Improving Conversational Recommender Systems via Knowledge Graph based Semantic Fusion Kun Zhou Wayne Xin Zhao Shuqing Bian Yuanhang Zhou Ji-Rong Wen Jingsong Yu 65 323 0 08 Jul 2020
Knowledge Graph semantic enhancement of input data for improving AI Shreyansh P. Bhatt A. Sheth V. Shalin Jinjin Zhao 45 21 0 10 May 2020
Pruning Algorithms to Accelerate Convolutional Neural Networks for Edge Applications: A Survey Jiayi Liu S. Tripathi Unmesh Kurup Mohak Shah 3DPC MedIm 42 52 0 08 May 2020
The Information Bottleneck Problem and Its Applications in Machine Learning Ziv Goldfeld Yury Polyanskiy 51 133 0 30 Apr 2020
Decentralized SGD with Over-the-Air Computation Emre Ozfatura Stefano Rini Deniz Gunduz 47 38 0 06 Mar 2020
Decision-Making with Auto-Encoding Variational Bayes Romain Lopez Pierre Boyeau Nir Yosef Michael I. Jordan Jeffrey Regier BDL 312 10,591 0 17 Feb 2020
On the Information Bottleneck Problems: Models, Connections, Applications and Information Theoretic Views Milad Sefidgaran Iñaki Estella Aguerri S. Shamai 33 90 0 31 Jan 2020
One-Bit Over-the-Air Aggregation for Communication-Efficient Federated Edge Learning: Design and Convergence Analysis Guangxu Zhu Yuqing Du Deniz Gunduz Kaibin Huang 66 310 0 16 Jan 2020
Video Coding for Machines: A Paradigm of Collaborative Compression and Intelligent Analytics Ling-yu Duan Jiaying Liu Wenhan Yang Tiejun Huang Wen Gao 124 189 0 10 Jan 2020
DeepJSCC-f: Deep Joint Source-Channel Coding of Images with Feedback David Burth Kurka Deniz Gündüz 66 300 0 25 Nov 2019