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2007.00140
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RE-MIMO: Recurrent and Permutation Equivariant Neural MIMO Detection
30 June 2020
Kumar Pratik
Bhaskar D. Rao
Max Welling
Re-assign community
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Papers citing
"RE-MIMO: Recurrent and Permutation Equivariant Neural MIMO Detection"
15 / 15 papers shown
Soft Graph Transformer for MIMO Detection
Jiadong Hong
Lei Liu
Xinyu Bian
Wenjie Wang
Zhaoyang Zhang
169
0
0
16 Sep 2025
Deep Learning-Based Pilotless Spatial Multiplexing
Asilomar Conference on Signals, Systems and Computers (ACSSC), 2023
D. Korpi
Mikko Honkala
Janne M. J. Huttunen
161
9
0
08 Dec 2023
SICNN: Soft Interference Cancellation Inspired Neural Network Equalizers
IEEE Transactions on Machine Learning in Communications and Networking (IEEE TMLCN), 2023
Stefan Baumgartner
O. Lang
M. Huemer
215
1
0
24 Aug 2023
Solving Linear Inverse Problems using Higher-Order Annealed Langevin Diffusion
IEEE Transactions on Signal Processing (IEEE TSP), 2023
Nicolas Zilberstein
A. Sabharwal
Santiago Segarra
DiffM
472
12
0
08 May 2023
Message Passing Meets Graph Neural Networks: A New Paradigm for Massive MIMO Systems
IEEE Transactions on Wireless Communications (IEEE TWC), 2023
Hengtao He
Xianghao Yu
Jun Zhang
Shenghui Song
Khaled B. Letaief
252
30
0
14 Feb 2023
Low PAPR MIMO-OFDM Design Based on Convolutional Autoencoder
IEEE Transactions on Communications (IEEE Trans. Commun.), 2023
Yara Huleihel
Haim Permuter
144
13
0
11 Jan 2023
Approaching Globally Optimal Energy Efficiency in Interference Networks via Machine Learning
IEEE Transactions on Wireless Communications (TWC), 2022
Bile Peng
Karl-Ludwig Besser
Ramprasad Raghunath
Eduard Axel Jorswieck
180
3
0
25 Nov 2022
Fast-FNet: Accelerating Transformer Encoder Models via Efficient Fourier Layers
Signal, Image and Video Processing (SIVP), 2022
Nurullah Sevim
Ege Ozan Özyedek
Furkan Şahinuç
Aykut Koç
191
16
0
26 Sep 2022
Graph Neural Network Aided MU-MIMO Detectors
IEEE Journal on Selected Areas in Communications (JSAC), 2022
Alva Kosasih
Vincent Onasis
Vera Miloslavskaya
Wibowo Hardjawana
V. Andrean
Branka Vucetic
294
47
0
19 Jun 2022
Robust MIMO Detection using Hypernetworks with Learned Regularizers
Nicolas Zilberstein
C. Dick
Rahman Doost-Mohammady
A. Sabharwal
Santiago Segarra
195
4
0
13 Oct 2021
Machine Learning-enhanced Receive Processing for MU-MIMO OFDM Systems
International Workshop on Signal Processing Advances in Wireless Communications (SPAWC), 2021
Mathieu Goutay
Fayçal Ait Aoudia
J. Hoydis
J. Gorce
110
1
0
30 Jun 2021
Model-Based Deep Learning
Proceedings of the IEEE (Proc. IEEE), 2020
Stefano Rini
Jay Whang
Yonina C. Eldar
A. Dimakis
438
420
0
15 Dec 2020
Machine Learning for MU-MIMO Receive Processing in OFDM Systems
IEEE Journal on Selected Areas in Communications (JSAC), 2020
Mathieu Goutay
Fayçal Ait Aoudia
J. Hoydis
J. Gorce
245
28
0
15 Dec 2020
DeepRx MIMO: Convolutional MIMO Detection with Learned Multiplicative Transformations
D. Korpi
Mikko Honkala
Janne M. J. Huttunen
Vesa Starck
123
40
0
30 Oct 2020
Graph Neural Networks for Scalable Radio Resource Management: Architecture Design and Theoretical Analysis
IEEE Journal on Selected Areas in Communications (JSAC), 2020
Yifei Shen
Yuanming Shi
Jun Zhang
Khaled B. Letaief
GNN
231
307
0
15 Jul 2020
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