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2002.03214
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DeepSIC: Deep Soft Interference Cancellation for Multiuser MIMO Detection
IEEE Transactions on Wireless Communications (TWC), 2020
8 February 2020
Stefano Rini
Rong Fu
Yonina C. Eldar
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Papers citing
"DeepSIC: Deep Soft Interference Cancellation for Multiuser MIMO Detection"
29 / 29 papers shown
Deep Unfolding: Recent Developments, Theory, and Design Guidelines
Nir Shlezinger
Santiago Segarra
Yi Zhang
Dvir Avrahami
Zohar Davidov
T. Routtenberg
Yonina C. Eldar
258
2
0
03 Dec 2025
Deep Learning-based Techniques for Integrated Sensing and Communication Systems: State-of-the-Art, Challenges, and Opportunities
IEEE Open Journal of the Communications Society (IEEE Open J. Commun. Soc.), 2025
Murat Temiz
Y. Zhang
Y. Fu
Chi Zhang
Chenfeng Meng
Orhan Kaplan
Christos Masouros
186
10
0
23 Aug 2025
Learning to Interfere in Non-Orthogonal Multiple-Access Joint Source-Channel Coding
Selim F. Yilmaz
Can Karamanli
Deniz Gündüz
260
1
0
23 Mar 2025
Deep Learning in Wireless Communication Receiver: A Survey
Shadman Rahman Doha
Ahmed Abdelhadi
261
7
0
25 Jan 2025
Transfer-based Adversarial Poisoning Attacks for Online (MIMO-)Deep Receviers
Kunze Wu
Weiheng Jiang
Dusit Niyato
Yinghuan Li
Chuang Luo
AAML
453
0
0
04 Sep 2024
Limited Communications Distributed Optimization via Deep Unfolded Distributed ADMM
Yoav Noah
Stefano Rini
263
5
0
21 Sep 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
252
2
0
24 Aug 2023
Guaranteed Dynamic Scheduling of Ultra-Reliable Low-Latency Traffic via Conformal Prediction
IEEE Signal Processing Letters (IEEE SPL), 2023
K. Cohen
Sangwoo Park
Osvaldo Simeone
P. Popovski
S. Shamai
AI4TS
407
16
0
15 Feb 2023
Distributed Deep Joint Source-Channel Coding over a Multiple Access Channel
Selim F. Yilmaz
Can Karamanli
Deniz Gunduz
314
34
0
17 Nov 2022
Edge Learning for B5G Networks with Distributed Signal Processing: Semantic Communication, Edge Computing, and Wireless Sensing
IEEE Journal on Selected Topics in Signal Processing (IEEE JSTSP), 2022
Wei Xu
Zhaohui Yang
Derrick Wing Kwan Ng
Marco Levorato
Yonina C. Eldar
Mérouane Debbah
325
571
0
01 Jun 2022
MetaSSD: Meta-Learned Self-Supervised Detection
International Symposium on Information Theory (ISIT), 2022
M. Park
Jungseul Ok
Yo-Seb Jeon
Dongwoo Kim
128
2
0
30 May 2022
Model-based Deep Learning Receiver Design for Rate-Splitting Multiple Access
IEEE Transactions on Wireless Communications (TWC), 2022
Rafael Cerna Loli
Onur Dizdar
B. Clerckx
Cong Ling
181
30
0
02 May 2022
Adversarial Neural Networks for Error Correcting Codes
Global Communications Conference (GLOBECOM), 2021
Hung T. Nguyen
S. Bottone
Kwang Taik Kim
M. Chiang
H. Vincent Poor
153
4
0
21 Dec 2021
Two-Timescale End-to-End Learning for Channel Acquisition and Hybrid Precoding
IEEE Journal on Selected Areas in Communications (JSAC), 2021
Qiyu Hu
Yunlong Cai
Kai Kang
Guanding Yu
J. Hoydis
Yonina C. Eldar
153
30
0
22 Oct 2021
Unsupervised Learned Kalman Filtering
Guy Revach
Stefano Rini
Timur Locher
Xiaoyong Ni
Ruud J. G. van Sloun
Yonina C. Eldar
SSL
251
44
0
18 Oct 2021
KalmanNet: Neural Network Aided Kalman Filtering for Partially Known Dynamics
IEEE Transactions on Signal Processing (IEEE TSP), 2021
Guy Revach
Stefano Rini
Xiaoyong Ni
Adrià López Escoriza
Ruud J. G. van Sloun
Yonina C. Eldar
413
479
0
21 Jul 2021
Recovering AES Keys with a Deep Cold Boot Attack
International Conference on Machine Learning (ICML), 2021
Itamar Zimerman
Eliya Nachmani
Lior Wolf
226
6
0
09 Jun 2021
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
226
44
0
05 Feb 2021
Deep Reinforcement Learning Aided Monte Carlo Tree Search for MIMO Detection
Tz-Wei Mo
Ronald Y. Chang
Te-Yi Kan
126
1
0
30 Jan 2021
Model-Based Machine Learning for Communications
Stefano Rini
Nariman Farsad
Yonina C. Eldar
Andrea J. Goldsmith
247
24
0
12 Jan 2021
Unfolded Algorithms for Deep Phase Retrieval
Naveed Naimipour
Shahin Khobahi
M. Soltanalian
182
7
0
21 Dec 2020
Model-Based Deep Learning
Proceedings of the IEEE (Proc. IEEE), 2020
Stefano Rini
Jay Whang
Yonina C. Eldar
A. Dimakis
571
466
0
15 Dec 2020
FedRec: Federated Learning of Universal Receivers over Fading Channels
Mahdi Boloursaz Mashhadi
Stefano Rini
Yonina C. Eldar
Deniz Gunduz
FedML
244
19
0
14 Nov 2020
Learned Factor Graphs for Inference from Stationary Time Sequences
Stefano Rini
Nariman Farsad
Yonina C. Eldar
Andrea J. Goldsmith
455
26
0
05 Jun 2020
UPR: A Model-Driven Architecture for Deep Phase Retrieval
Asilomar Conference on Signals, Systems and Computers (Asilomar), 2020
Naveed Naimipour
Shahin Khobahi
M. Soltanalian
169
19
0
09 Mar 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
179
51
0
14 Feb 2020
Data-Driven Factor Graphs for Deep Symbol Detection
International Symposium on Information Theory (ISIT), 2020
Stefano Rini
Nariman Farsad
Yonina C. Eldar
Andrea J. Goldsmith
285
52
0
31 Jan 2020
Deep Task-Based Quantization
Stefano Rini
Yonina C. Eldar
MQ
183
68
0
01 Aug 2019
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
278
162
0
26 May 2019
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