Deep Transfer Learning Based Downlink Channel Prediction for FDD Massive
MIMO Systems

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Deep Transfer Learning Based Downlink Channel Prediction for FDD Massive MIMO Systems

27 December 2019

Ahmed Alkhateeb

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Papers citing "Deep Transfer Learning Based Downlink Channel Prediction for FDD Massive MIMO Systems"

11 / 11 papers shown

Title
Model-aided Deep Neural Network for Source Number Detection Yuwen Yang Fei Gao Cheng Qian G. Liao 25 44 0 29 Sep 2019
Learning to Transfer: Unsupervised Meta Domain Translation Jianxin Lin Yijun Wang Tianyu He Zhibo Chen 76 8 0 01 Jun 2019
Deep UL2DL: Channel Knowledge Transfer from Uplink to Downlink Mohammad Sadegh Safari V. Pourahmadi Shabnam Sodagari 37 29 0 16 Dec 2018
Model-Driven Deep Learning for Physical Layer Communications Hengtao He Shi Jin Chao-Kai Wen Fei Gao Geoffrey Ye Li Zongben Xu AI4CE 60 375 0 17 Sep 2018
A Survey on Deep Transfer Learning Chuanqi Tan F. Sun Tao Kong Wenchang Zhang Chao Yang Chunfang Liu 70 2,591 0 06 Aug 2018
On First-Order Meta-Learning Algorithms Alex Nichol Joshua Achiam John Schulman 237 2,237 0 08 Mar 2018
Understanding the Loss Surface of Neural Networks for Binary Classification Shiyu Liang Ruoyu Sun Yixuan Li R. Srikant 85 88 0 19 Feb 2018
Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks Chelsea Finn Pieter Abbeel Sergey Levine OOD 829 11,943 0 09 Mar 2017
Learning to learn by gradient descent by gradient descent Marcin Andrychowicz Misha Denil Sergio Gomez Colmenarejo Matthew W. Hoffman David Pfau Tom Schaul Brendan Shillingford Nando de Freitas 124 2,008 0 14 Jun 2016
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 2.1K 150,312 0 22 Dec 2014
Sparse Online Learning via Truncated Gradient John Langford Lihong Li Tong Zhang 168 486 0 28 Jun 2008