101 citations · 167 across the 8 of their papers we have counts for
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cs.LG2023
Adaptive Early Exiting for Collaborative Inference over Noisy Wireless Channels
Mikolaj Jankowski, Deniz Gunduz, Krystian Mikolajczyk
Collaborative inference systems are one of the emerging solutions for deploying deep neural networks (DNNs) at the wireless network edge. Their main idea is to divide a DNN into tw…
cs.LG2020★ 1 cited
Deep Joint Transmission-Recognition for Multi-View Cameras
Ezgi Ozyilkan, Mikolaj Jankowski
We propose joint transmission-recognition schemes for efficient inference at the wireless edge. Motivated by the surveillance applications with wireless cameras, we consider the pe…