Variational Autoencoder Leveraged MMSE Channel Estimation

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Variational Autoencoder Leveraged MMSE Channel Estimation

11 May 2022

Wolfgang Utschick

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Papers citing "Variational Autoencoder Leveraged MMSE Channel Estimation"

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Title
Transformers are Provably Optimal In-context Estimators for Wireless Communications Vishnu Teja Kunde Vicram Rajagopalan Chandra Shekhara Kaushik Valmeekam Krishna R. Narayanan S. Shakkottai D. Kalathil J. Chamberland 103 6 0 01 Nov 2023
CSI Clustering with Variational Autoencoding Michael Baur M. Würth M. Koller V. Andrei Wolfgang Utschick DRL 50 2 0 18 Nov 2021
An Introduction to Variational Autoencoders Diederik P. Kingma Max Welling BDL SSL DRL 99 2,362 0 06 Jun 2019
Deep Learning-Based Channel Estimation Mehran Soltani V. Pourahmadi A. Mirzaei H. Sheikhzadeh 73 518 0 13 Oct 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
Blind Channel Equalization using Variational Autoencoders Avi Caciularu D. Burshtein 52 64 0 05 Mar 2018
Variational Inference: A Review for Statisticians David M. Blei A. Kucukelbir Jon D. McAuliffe BDL 293 4,807 0 04 Jan 2016
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 2.0K 150,312 0 22 Dec 2014
Auto-Encoding Variational Bayes Diederik P. Kingma Max Welling BDL 455 16,923 0 20 Dec 2013