Error Correction Code Transformer

27 March 2022

Papers citing "Error Correction Code Transformer"

24 / 24 papers shown

Title
On the Optimality of Single-label and Multi-label Neural Network Decoders Yunus Can Gültekin Péter Scheepers Yuncheng Yuan Federico Corradi Alex Alvarado MQ 39 0 0 24 Mar 2025
Efficient Transformer-based Decoder for Varshamov-Tenengolts Codes Yali Wei Alan J.X. Guo Zihui Yan Yufan Dai 29 0 0 28 Feb 2025
Decoding for Punctured Convolutional and Turbo Codes: A Deep Learning Solution for Protocols Compliance Yongli Yan Linglong Dai 32 0 0 24 Feb 2025
5G LDPC Linear Transformer for Channel Decoding Mario Hernandez Fernando Pinero 31 0 0 23 Jan 2025
On the Design and Performance of Machine Learning Based Error Correcting Decoders Yuncheng Yuan Péter Scheepers Lydia Tasiou Yunus Can Gültekin Federico Corradi Alex Alvarado 11 2 0 21 Oct 2024
Accelerating Error Correction Code Transformers Matan Levy Yoni Choukroun Lior Wolf MQ 21 0 0 08 Oct 2024
Error Correction Code Transformer: From Non-Unified to Unified Yongli Yan Jieao Zhu Tianyue Zheng Jiaqi He Linglong Dai 21 1 0 04 Oct 2024
Factor Graph Optimization of Error-Correcting Codes for Belief Propagation Decoding Yoni Choukroun Lior Wolf 26 1 0 09 Jun 2024
Boosted Neural Decoders: Achieving Extreme Reliability of LDPC Codes for 6G Networks Heeyoul Kwak Dae-Young Yun Yongjune Kim Sang-Hyo Kim Jong-Seon No 16 0 0 22 May 2024
Learning Linear Block Error Correction Codes Yoni Choukroun Lior Wolf 19 1 0 07 May 2024
CrossMPT: Cross-attention Message-Passing Transformer for Error Correcting Codes Seong-Joon Park Heeyoul Kwak Sang-Hyo Kim Yongjune Kim Jong-Seon No 18 4 0 02 May 2024
DeepPolar: Inventing Nonlinear Large-Kernel Polar Codes via Deep Learning Ashwin Hebbar S. Ankireddy Hyeji Kim Sewoong Oh Pramod Viswanath 14 5 0 14 Feb 2024
Nested Construction of Polar Codes via Transformers S. Ankireddy Ashwin Hebbar Heping Wan Joonyoung Cho C. Zhang 16 5 0 30 Jan 2024
Deep Learning-Based Detection for Marker Codes over Insertion and Deletion Channels Guochen Ma Xiaopeng Jiao Jianjun Mu Hui Han Yaming Yang 16 4 0 02 Jan 2024
Boosting Learning for LDPC Codes to Improve the Error-Floor Performance Heeyoul Kwak Dae-Young Yun Yongjune Kim Sang-Hyo Kim Jong-Seon No 18 7 0 11 Oct 2023
How to Mask in Error Correction Code Transformer: Systematic and Double Masking Seong-Joon Park Heeyoul Kwak Sang-Hyo Kim Sunghwan Kim Yongjune Kim Jong-Seon No 18 5 0 16 Aug 2023
SpectFormer: Frequency and Attention is what you need in a Vision Transformer Badri N. Patro Vinay P. Namboodiri Vijay Srinivas Agneeswaran ViT 22 47 0 13 Apr 2023
Deep Quantum Error Correction Yoni Choukroun Lior Wolf 8 8 0 27 Jan 2023
CRISP: Curriculum based Sequential Neural Decoders for Polar Code Family Ashwin Hebbar Viraj Nadkarni Ashok Vardhan Makkuva S. Bhat Sewoong Oh Pramod Viswanath 16 6 0 01 Oct 2022
Denoising Diffusion Error Correction Codes Yoni Choukroun Lior Wolf DiffM 36 27 0 16 Sep 2022
Graph Neural Networks for Channel Decoding Sebastian Cammerer J. Hoydis Fayçal Ait Aoudia Alexander Keller GNN 13 27 0 29 Jul 2022
Neural Decoding with Optimization of Node Activations Eliya Nachmani Yair Be’ery 22 11 0 01 Jun 2022
OpenNMT: Open-Source Toolkit for Neural Machine Translation Guillaume Klein Yoon Kim Yuntian Deng Jean Senellart Alexander M. Rush 254 1,896 0 10 Jan 2017
Learning to Decode Linear Codes Using Deep Learning Eliya Nachmani Yair Be’ery D. Burshtein 81 456 0 16 Jul 2016