research
∙
06/16/2022
DeepJSCC-Q: Constellation Constrained Deep Joint Source-Channel Coding
Recent works have shown that modern machine learning techniques can prov...
share
research
∙
01/30/2022
Augmenting Novelty Search with a Surrogate Model to Engineer Meta-Diversity in Ensembles of Classifiers
Using Neuroevolution combined with Novelty Search to promote behavioural...
research
∙
11/25/2021
DeepJSCC-Q: Channel Input Constrained Deep Joint Source-Channel Coding
Recent works have shown that the task of wireless transmission of images...
research
∙
09/28/2020
Communicate to Learn at the Edge
Bringing the success of modern machine learning (ML) techniques to mobil...
research
∙
09/26/2020
Bandwidth-Agile Image Transmission with Deep Joint Source-Channel Coding
We introduce deep learning based communication methods for adaptive-band...
research
∙
11/25/2019
DeepJSCC-f: Deep Joint-Source Channel Coding of Images with Feedback
We consider wireless transmission of images in the presence of channel o...
research
∙
03/15/2019
Successive Refinement of Images with Deep Joint Source-Channel Coding
We introduce deep learning based communication methods for successive re...
research
∙
09/04/2018