Communication Algorithms via Deep Learning

23 May 2018

Pramod Viswanath

Papers citing "Communication Algorithms via Deep Learning"

34 / 34 papers shown

Title
Erasure Coded Neural Network Inference via Fisher Averaging Divyansh Jhunjhunwala Neharika Jali Gauri Joshi Shiqiang Wang MoMe FedML 31 1 0 02 Sep 2024
CrossMPT: Cross-attention Message-Passing Transformer for Error Correcting Codes Seong-Joon Park Heeyoul Kwak Sang-Hyo Kim Yongjune Kim Jong-Seon No 31 4 0 02 May 2024
Coding for the Gaussian Channel in the Finite Blocklength Regime Using a CNN-Autoencoder N. Hesham M. Bouzid Ahmad Abdel-Qader Anas Chaaban 23 0 0 25 May 2023
Deep Quantum Error Correction Yoni Choukroun Lior Wolf 27 8 0 27 Jan 2023
Calibrating AI Models for Wireless Communications via Conformal Prediction K. Cohen Sangwoo Park Osvaldo Simeone S. Shamai 32 6 0 15 Dec 2022
CRISP: Curriculum based Sequential Neural Decoders for Polar Code Family Ashwin Hebbar Viraj Nadkarni Ashok Vardhan Makkuva S. Bhat Sewoong Oh Pramod Viswanath 30 6 0 01 Oct 2022
Neural Network-based OFDM Receiver for Resource Constrained IoT Devices N. Soltani Hai Cheng M. Belgiovine Yanyu Li Haoqing Li ... Tommaso Melodia Pau Closas Yanzhi Wang Deniz Erdogmus Kaushik R. Chowdhury 24 10 0 12 May 2022
Error Correction Code Transformer Yoni Choukroun Lior Wolf 27 47 0 27 Mar 2022
PRONTO: Preamble Overhead Reduction with Neural Networks for Coarse Synchronization N. Soltani Debashri Roy Kaushik R. Chowdhury 26 2 0 20 Dec 2021
List Autoencoder: Towards Deep Learning Based Reliable Transmission Over Noisy Channels Hamid Saber Homayoon Hatami J. Bae 28 6 0 19 Dec 2021
Edge Artificial Intelligence for 6G: Vision, Enabling Technologies, and Applications Khaled B. Letaief Yuanming Shi Jianmin Lu Jianhua Lu 45 417 0 24 Nov 2021
Blind Coherent Preamble Detection via Neural Networks Jafar Mohammadi Gerhard Schreiber T. Wild Yejian Chen AI4TS 32 2 0 30 Sep 2021
KO codes: Inventing Nonlinear Encoding and Decoding for Reliable Wireless Communication via Deep-learning Ashok Vardhan Makkuva Xiyang Liu Mohammad Vahid Jamali Hessam Mahdavifar Sewoong Oh Pramod Viswanath 24 34 0 29 Aug 2021
A Channel Coding Benchmark for Meta-Learning Rui Li Ondrej Bohdal Rajesh K. Mishra Hyeji Kim Da Li Nicholas D. Lane Timothy M. Hospedales 33 9 0 15 Jul 2021
Cyclically Equivariant Neural Decoders for Cyclic Codes Xiangyu Chen Min Ye 27 21 0 12 May 2021
Learning to Optimize: A Primer and A Benchmark Tianlong Chen Xiaohan Chen Wuyang Chen Howard Heaton Jialin Liu Zhangyang Wang W. Yin 59 225 0 23 Mar 2021
Model-Based Deep Learning Nir Shlezinger Jay Whang Yonina C. Eldar A. Dimakis 30 317 0 15 Dec 2020
AEVB-Comm: An Intelligent CommunicationSystem based on AEVBs Raghu vamshi Hemadri Akshay Rayaluru R. Pandya DRL 46 2 0 19 May 2020
Neural Enhanced Belief Propagation on Factor Graphs Victor Garcia Satorras Max Welling 32 95 0 04 Mar 2020
Data-Driven Symbol Detection via Model-Based Machine Learning Nariman Farsad Nir Shlezinger Andrea J. Goldsmith Yonina C. Eldar 29 49 0 14 Feb 2020
DeepSIC: Deep Soft Interference Cancellation for Multiuser MIMO Detection Nir Shlezinger Rong Fu Yonina C. Eldar 45 102 0 08 Feb 2020
perm2vec: Graph Permutation Selection for Decoding of Error Correction Codes using Self-Attention Nir Raviv Avi Caciularu Tomer Raviv Jacob Goldberger Yair Be’ery 23 8 0 06 Feb 2020
Turbo Autoencoder: Deep learning based channel codes for point-to-point communication channels Yihan Jiang Hyeji Kim Himanshu Asnani Sreeram Kannan Sewoong Oh Pramod Viswanath 32 134 0 08 Nov 2019
Deep Learning-based Polar Code Design Moustafa Ebada Sebastian Cammerer Ahmed Elkelesh S. Brink 26 34 0 26 Sep 2019
Hyper-Graph-Network Decoders for Block Codes Eliya Nachmani Lior Wolf 19 70 0 05 Sep 2019
Joint Learning of Geometric and Probabilistic Constellation Shaping Maximilian Stark Fayçal Ait Aoudia J. Hoydis 36 81 0 18 Jun 2019
Deep Learning-Based Decoding of Constrained Sequence Codes Congzhe Cao Duanshun Li Ivan J. Fair 3DV AI4TS 11 19 0 13 Jun 2019
Active Deep Decoding of Linear Codes Ishay Beéry Nir Raviv Tomer Raviv Yair Be’ery 22 36 0 06 Jun 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
Adaptive Quantum State Tomography with Neural Networks Yihui Quek Stanislav Fort H. Ng 16 80 0 17 Dec 2018
Model-free Training of End-to-end Communication Systems Fayçal Ait Aoudia J. Hoydis 31 188 0 14 Dec 2018
LEARN Codes: Inventing Low-latency Codes via Recurrent Neural Networks Yihan Jiang Hyeji Kim Himanshu Asnani Sreeram Kannan Sewoong Oh Pramod Viswanath 38 79 0 30 Nov 2018
Neural Joint Source-Channel Coding Kristy Choi Kedar Tatwawadi Aditya Grover Tsachy Weissman Stefano Ermon 13 38 0 19 Nov 2018
Learning to Decode Linear Codes Using Deep Learning Eliya Nachmani Yair Be’ery D. Burshtein 95 456 0 16 Jul 2016