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Reinforcement Learning-powered Semantic Communication via Semantic Similarity

27 August 2021

Papers citing "Reinforcement Learning-powered Semantic Communication via Semantic Similarity"

37 / 37 papers shown

Title
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
Semantic Communications: Principles and Challenges Zhijin Qin Xiaoming Tao Jianhua Lu Wen Tong Geoffrey Ye Li 82 348 0 30 Dec 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
Task-Oriented Communication for Multi-Device Cooperative Edge Inference Jiawei Shao Yuyi Mao Jun Zhang 62 133 0 01 Sep 2021
Semantic Communication with Adaptive Universal Transformer Qingyang Zhou Rongpeng Li Zhifeng Zhao Chenghui Peng Honggang Zhang 65 91 0 20 Aug 2021
Semantics-Native Communication with Contextual Reasoning Hyowoon Seo Jihong Park M. Bennis Mérouane Debbah LRM 81 36 0 12 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
MagFace: A Universal Representation for Face Recognition and Quality Assessment Qiang Meng Shichao Zhao Zhida Huang F. Zhou CVBM 74 491 0 11 Mar 2021
A Reinforcement Learning Approach to Age of Information in Multi-User Networks with HARQ Elif Tuğçe Ceran Deniz Gunduz András Gyorgy 34 61 0 19 Feb 2021
Channel Estimation via Successive Denoising in MIMO OFDM Systems: A Reinforcement Learning Approach M. Oh Seyyedali Hosseinalipour Taejoon Kim Christopher G. Brinton David J. Love 72 14 0 25 Jan 2021
Semantic Communications for Speech Signals Zhenzi Weng Zhijin Qin Geoffrey Ye Li 52 83 0 09 Dec 2020
6G Networks: Beyond Shannon Towards Semantic and Goal-Oriented Communications Emilio Calvanese Strinati Sergio Barbarossa 80 395 0 04 Nov 2020
On the Sentence Embeddings from Pre-trained Language Models Bohan Li Hao Zhou Junxian He Mingxuan Wang Yiming Yang Lei Li 75 220 0 02 Nov 2020
Language Models are Few-Shot Learners Tom B. Brown Benjamin Mann Nick Ryder Melanie Subbiah Jared Kaplan ... Christopher Berner Sam McCandlish Alec Radford Ilya Sutskever Dario Amodei BDL 853 42,332 0 28 May 2020
A Better Variant of Self-Critical Sequence Training Ruotian Luo BDL 56 37 0 22 Mar 2020
PixelRL: Fully Convolutional Network with Reinforcement Learning for Image Processing Ryosuke Furuta Naoto Inoue T. Yamasaki 50 72 0 16 Dec 2019
BottleNet++: An End-to-End Approach for Feature Compression in Device-Edge Co-Inference Systems Jiawei Shao Jun Zhang 76 165 0 31 Oct 2019
Semantics-aware BERT for Language Understanding Zhuosheng Zhang Yuwei Wu Zhao Hai Z. Li Shuailiang Zhang Xi Zhou Xiang Zhou 47 367 0 05 Sep 2019
Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks Nils Reimers Iryna Gurevych 1.3K 12,295 0 27 Aug 2019
Reinforcement Learning for Channel Coding: Learned Bit-Flipping Decoding Fabrizio Carpi Christian Hager M. Martalò R. Raheli H. Pfister 51 45 0 11 Jun 2019
Rethinking the Discount Factor in Reinforcement Learning: A Decision Theoretic Approach Silviu Pitis OffRL 64 50 0 08 Feb 2019
Model-free Training of End-to-end Communication Systems Fayçal Ait Aoudia J. Hoydis 61 193 0 14 Dec 2018
Applications of Deep Reinforcement Learning in Communications and Networking: A Survey Nguyen Cong Luong D. Hoang Shimin Gong Dusit Niyato Ping Wang Ying-Chang Liang Dong In Kim OffRL 88 1,441 0 18 Oct 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
Deep Joint Source-Channel Coding for Wireless Image Transmission Eirina Bourtsoulatze David Burth Kurka Deniz Gunduz 52 172 0 04 Sep 2018
Deep Reinforcement Learning for Resource Management in Network Slicing Rongpeng Li Zhifeng Zhao Qi Sun C. I Chenyang Yang Xianfu Chen Minjian Zhao Honggang Zhang 42 270 0 17 May 2018
End-to-End Learning of Communications Systems Without a Channel Model Fayçal Ait Aoudia J. Hoydis 61 174 0 06 Apr 2018
Deep Learning for Joint Source-Channel Coding of Text Nariman Farsad Milind Rao Andrea J. Goldsmith 61 352 0 19 Feb 2018
Attention Is All You Need Ashish Vaswani Noam M. Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan Gomez Lukasz Kaiser Illia Polosukhin 3DV 730 132,363 0 12 Jun 2017
Deep Reinforcement Learning-based Image Captioning with Embedding Reward Zhou Ren Xiaoyu Wang Ning Zhang Xutao Lv Li Li 60 324 0 12 Apr 2017
An Introduction to Deep Learning for the Physical Layer Tim O'Shea J. Hoydis AI4CE 140 2,203 0 02 Feb 2017
Improved Image Captioning via Policy Gradient optimization of SPIDEr Siqi Liu Zhenhai Zhu Ning Ye S. Guadarrama Kevin Patrick Murphy 153 446 0 01 Dec 2016
SeqGAN: Sequence Generative Adversarial Nets with Policy Gradient Lantao Yu Weinan Zhang Jun Wang Yong Yu GAN 72 2,405 0 18 Sep 2016
An Actor-Critic Algorithm for Sequence Prediction Dzmitry Bahdanau Philemon Brakel Kelvin Xu Anirudh Goyal Ryan J. Lowe Joelle Pineau Aaron Courville Yoshua Bengio 133 639 0 24 Jul 2016
Sequence Level Training with Recurrent Neural Networks MarcÁurelio Ranzato S. Chopra Michael Auli Wojciech Zaremba 102 1,619 0 20 Nov 2015
CIDEr: Consensus-based Image Description Evaluation Ramakrishna Vedantam C. L. Zitnick Devi Parikh 297 4,508 0 20 Nov 2014
Efficient Estimation of Word Representations in Vector Space Tomas Mikolov Kai Chen G. Corrado J. Dean 3DV 680 31,538 0 16 Jan 2013