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2002.02750
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Deep HyperNetwork-Based MIMO Detection
International Workshop on Signal Processing Advances in Wireless Communications (SPAWC), 2020
7 February 2020
Mathieu Goutay
Fayçal Ait Aoudia
J. Hoydis
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Papers citing
"Deep HyperNetwork-Based MIMO Detection"
12 / 12 papers shown
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
242
2
0
24 Aug 2023
Domain Generalization in Machine Learning Models for Wireless Communications: Concepts, State-of-the-Art, and Open Issues
IEEE Communications Surveys and Tutorials (COMST), 2023
Mohamed Akrout
Amal Feriani
F. Bellili
A. Mezghani
Ekram Hossain
OOD
AI4CE
276
55
0
13 Mar 2023
A Comparative Study of Deep Learning and Iterative Algorithms for Joint Channel Estimation and Signal Detection in OFDM Systems
Signal Processing (Signal Process.), 2023
Haocheng Ju
Haimiao Zhang
Lin Li
Xiao Li
B. Dong
BDL
336
4
0
07 Mar 2023
Neuromorphic Wireless Cognition: Event-Driven Semantic Communications for Remote Inference
IEEE Transactions on Cognitive Communications and Networking (IEEE TCCN), 2022
Jiechen Chen
N. Skatchkovsky
Osvaldo Simeone
212
51
0
13 Jun 2022
Predicting Multi-Antenna Frequency-Selective Channels via Meta-Learned Linear Filters based on Long-Short Term Channel Decomposition
Sangwoo Park
Osvaldo Simeone
197
4
0
23 Mar 2022
Robust MIMO Detection using Hypernetworks with Learned Regularizers
Nicolas Zilberstein
C. Dick
Rahman Doost-Mohammady
A. Sabharwal
Santiago Segarra
208
4
0
13 Oct 2021
RC-Struct: A Structure-based Neural Network Approach for MIMO-OFDM Detection
Jiarui Xu
Zhou Zhou
Lianjun Li
Lizhong Zheng
Lingjia Liu
280
29
0
03 Oct 2021
Predicting Flat-Fading Channels via Meta-Learned Closed-Form Linear Filters and Equilibrium Propagation
Sangwoo Park
Osvaldo Simeone
274
9
0
01 Oct 2021
Bayesian Active Meta-Learning for Few Pilot Demodulation and Equalization
K. Cohen
Sangwoo Park
Osvaldo Simeone
S. Shamai
413
14
0
02 Aug 2021
Phase Retrieval using Expectation Consistent Signal Recovery Algorithm based on Hypernetwork
IEEE Transactions on Signal Processing (IEEE TSP), 2021
Chang-Jen Wang
Chao-Kai Wen
Shang-Ho
S. Tsai
Shi Jin
Geoffrey Ye Li
205
6
0
12 Jan 2021
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
276
28
0
15 Dec 2020
Vision-Aided Radio: User Identity Match in Radio and Video Domains Using Machine Learning
Vinicius Mesquita De Pinho
M. D. De Campos
L. U. Garcia
D. Popescu
278
12
0
14 Oct 2020
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