Robust MIMO Detection using Hypernetworks with Learned Regularizers

Robust MIMO Detection using Hypernetworks with Learned Regularizers

13 October 2021

Nicolas Zilberstein

Rahman Doost-Mohammady

Santiago Segarra

Papers citing "Robust MIMO Detection using Hypernetworks with Learned Regularizers"

15 / 15 papers shown

Title
Link Scheduling using Graph Neural Networks Zhongyuan Zhao Gunjan Verma Chirag R. Rao A. Swami Santiago Segarra GNN 60 36 0 12 Sep 2021
Distributed Scheduling using Graph Neural Networks Zhongyuan Zhao Gunjan Verma Chirag R. Rao A. Swami Santiago Segarra GNN 85 50 0 18 Nov 2020
Adaptive Contention Window Design using Deep Q-learning Abhishek Kumar Gunjan Verma Chirag R. Rao A. Swami Santiago Segarra 36 34 0 18 Nov 2020
RE-MIMO: Recurrent and Permutation Equivariant Neural MIMO Detection Kumar Pratik Bhaskar D. Rao Max Welling 63 54 0 30 Jun 2020
Implicit Neural Representations with Periodic Activation Functions Vincent Sitzmann Julien N. P. Martel Alexander W. Bergman David B. Lindell Gordon Wetzstein AI4TS 125 2,548 0 17 Jun 2020
Hypernetwork approach to generating point clouds Przemysław Spurek Sebastian Winczowski Jacek Tabor M. Zamorski Maciej Ziȩba Tomasz Trzciñski 3DPC 70 34 0 10 Feb 2020
Deep HyperNetwork-Based MIMO Detection Mathieu Goutay Fayçal Ait Aoudia J. Hoydis 71 54 0 07 Feb 2020
Deep Meta Functionals for Shape Representation G. Littwin Lior Wolf 3DPC 47 82 0 17 Aug 2019
Adaptive Neural Signal Detection for Massive MIMO Mehrdad Khani Mohammad Alizadeh J. Hoydis Phil Fleming 42 213 0 11 Jun 2019
The Roadmap to 6G -- AI Empowered Wireless Networks Khaled B. Letaief Wei Chen Yuanming Shi Jun Zhang Y. Zhang 46 1,360 0 26 Apr 2019
Multi-Agent Deep Reinforcement Learning for Dynamic Power Allocation in Wireless Networks Yasar Sinan Nasir Dongning Guo 44 466 0 01 Aug 2018
Deep MIMO Detection N. Samuel Tzvi Diskin A. Wiesel 124 408 0 04 Jun 2017
HyperNetworks David R Ha Andrew M. Dai Quoc V. Le 137 1,628 0 27 Sep 2016
Learning feed-forward one-shot learners Luca Bertinetto João F. Henriques Jack Valmadre Philip Torr Andrea Vedaldi 60 471 0 16 Jun 2016
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 1.8K 150,039 0 22 Dec 2014