Physical Layer Communications System Design Over-the-Air Using Adversarial Networks

8 March 2018

Papers citing "Physical Layer Communications System Design Over-the-Air Using Adversarial Networks"

7 / 7 papers shown

Title
Conditional Mutual Information Neural Estimator Sina Molavipour Germán Bassi Mikael Skoglund 75 14 0 06 Nov 2019
Approximating the Void: Learning Stochastic Channel Models from Observation with Variational Generative Adversarial Networks Tim O'Shea Tamoghna Roy Nathan E. West GAN 47 129 0 16 May 2018
Backpropagation through the Void: Optimizing control variates for black-box gradient estimation Will Grathwohl Dami Choi Yuhuai Wu Geoffrey Roeder David Duvenaud 94 300 0 31 Oct 2017
Progressive Growing of GANs for Improved Quality, Stability, and Variation Tero Karras Timo Aila S. Laine J. Lehtinen GAN 137 7,361 0 27 Oct 2017
Deep Learning-Based Communication Over the Air Sebastian Dörner Sebastian Cammerer J. Hoydis S. Brink 63 716 0 11 Jul 2017
An Introduction to Deep Learning for the Physical Layer Tim O'Shea J. Hoydis AI4CE 132 2,198 0 02 Feb 2017
Learning to Communicate: Channel Auto-encoders, Domain Specific Regularizers, and Attention Tim O'Shea Kiran Karra T. Clancy AI4CE 53 224 0 23 Aug 2016