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07/06/2023
Encoder-Decoder Networks for Self-Supervised Pretraining and Downstream Signal Bandwidth Regression on Digital Antenna Arrays
This work presents the first applications of self-supervised learning ap...
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05/16/2018
Approximating the Void: Learning Stochastic Channel Models from Observation with Variational Generative Adversarial Networks
Channel modeling is a critical topic when considering designing, learnin...
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03/08/2018
Physical Layer Communications System Design Over-the-Air Using Adversarial Networks
This paper presents a novel method for synthesizing new physical layer m...
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11/01/2016