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eess.SP2020
Communicate to Learn at the Edge
Deniz Gunduz, David Burth Kurka, Mikolaj Jankowski +3
Bringing the success of modern machine learning (ML) techniques to mobile devices can enable many new services and businesses, but also poses significant technical and research cha…
cs.IT2020
Bandwidth-Agile Image Transmission with Deep Joint Source-Channel Coding
David Burth Kurka, Deniz Gündüz
We propose deep learning based communication methods for adaptive-bandwidth transmission of images over wireless channels. We consider the scenario in which images are transmitted…