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2002.00758
Cited By
Data-Driven Factor Graphs for Deep Symbol Detection
International Symposium on Information Theory (ISIT), 2020
31 January 2020
Stefano Rini
Nariman Farsad
Yonina C. Eldar
Andrea J. Goldsmith
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Papers citing
"Data-Driven Factor Graphs for Deep Symbol Detection"
15 / 15 papers shown
Transformer-Based Decoding in Concatenated Coding Schemes Under Synchronization Errors
International Symposium on Information Theory (ISIT), 2025
Julian Streit
Franziska Weindel
Reinhard Heckel
163
1
0
02 Nov 2025
Blind Channel Estimation and Joint Symbol Detection with Data-Driven Factor Graphs
IEEE Transactions on Communications (IEEE Trans. Commun.), 2024
Luca Schmid
Tomer Raviv
Stefano Rini
Laurent Schmalen
276
9
0
23 Jan 2024
Deep Learning-Based Detection for Marker Codes over Insertion and Deletion Channels
IEEE Transactions on Communications (IEEE Trans. Commun.), 2024
Guochen Ma
Xiaopeng Jiao
Jianjun Mu
Hui Han
Yaming Yang
401
8
0
02 Jan 2024
MetaSSD: Meta-Learned Self-Supervised Detection
International Symposium on Information Theory (ISIT), 2022
M. Park
Jungseul Ok
Yo-Seb Jeon
Dongwoo Kim
140
2
0
30 May 2022
Low-complexity Near-optimum Symbol Detection Based on Neural Enhancement of Factor Graphs
IEEE Transactions on Communications (IEEE Trans. Commun.), 2022
Luca Schmid
Laurent Schmalen
202
14
0
30 Mar 2022
LoRD-Net: Unfolded Deep Detection Network with Low-Resolution Receivers
IEEE Transactions on Signal Processing (IEEE TSP), 2021
Shahin Khobahi
Stefano Rini
M. Soltanalian
Yonina C. Eldar
242
45
0
05 Feb 2021
Model-Based Machine Learning for Communications
Stefano Rini
Nariman Farsad
Yonina C. Eldar
Andrea J. Goldsmith
257
24
0
12 Jan 2021
Model-Based Deep Learning
Proceedings of the IEEE (Proc. IEEE), 2020
Stefano Rini
Jay Whang
Yonina C. Eldar
A. Dimakis
605
472
0
15 Dec 2020
FedRec: Federated Learning of Universal Receivers over Fading Channels
Mahdi Boloursaz Mashhadi
Stefano Rini
Yonina C. Eldar
Deniz Gunduz
FedML
255
19
0
14 Nov 2020
PR-NN: RNN-based Detection for Coded Partial-Response Channels
IEEE Journal on Selected Areas in Communications (JSAC), 2020
Simeng Zheng
Yi Liu
P. Siegel
190
14
0
30 Jul 2020
Learned Factor Graphs for Inference from Stationary Time Sequences
Stefano Rini
Nariman Farsad
Yonina C. Eldar
Andrea J. Goldsmith
477
27
0
05 Jun 2020
Neural Network-Aided BCJR Algorithm for Joint Symbol Detection and Channel Decoding
IEEE Workshop on Signal Processing Systems (SiPS), 2020
Wen-Chiao Tsai
Chieh-Fang Teng
Han-Mo Ou
A. Wu
213
8
0
30 May 2020
Data-Driven Symbol Detection via Model-Based Machine Learning
Symposium on Software Performance (SP), 2020
Nariman Farsad
Stefano Rini
Andrea J. Goldsmith
Yonina C. Eldar
221
51
0
14 Feb 2020
DeepSIC: Deep Soft Interference Cancellation for Multiuser MIMO Detection
IEEE Transactions on Wireless Communications (TWC), 2020
Stefano Rini
Rong Fu
Yonina C. Eldar
241
124
0
08 Feb 2020
ViterbiNet: A Deep Learning Based Viterbi Algorithm for Symbol Detection
IEEE Transactions on Wireless Communications (TWC), 2019
Stefano Rini
Nariman Farsad
Yonina C. Eldar
Andrea J. Goldsmith
292
162
0
26 May 2019
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