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06/16/2022
DeepJSCC-Q: Constellation Constrained Deep Joint Source-Channel Coding
Recent works have shown that modern machine learning techniques can prov...
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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...
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05/24/2021
AirNet: Neural Network Transmission over the Air
State-of-the-art performance for many emerging edge applications is achi...
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04/29/2021
A Novel Look at LIDAR-aided Data-driven mmWave Beam Selection
Efficient millimeter wave (mmWave) beam selection in vehicle-to-infrastr...
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02/04/2021
Federated mmWave Beam Selection Utilizing LIDAR Data
Efficient link configuration in millimeter wave (mmWave) communication s...
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11/03/2020
Deep Joint Transmission-Recognition for Multi-View Cameras
We propose joint transmission-recognition schemes for efficient inferenc...
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09/28/2020
Communicate to Learn at the Edge
Bringing the success of modern machine learning (ML) techniques to mobil...
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07/21/2020
Wireless Image Retrieval at the Edge
We study the image retrieval problem at the wireless edge, where an edge...
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03/04/2020
Deep Joint Transmission-Recognition for Power-Constrained IoT Devices
We propose a joint transmission-recognition scheme for efficient inferen...
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10/28/2019