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11/08/2021
ML-EXray: Visibility into ML Deployment on the Edge
Benefiting from expanding cloud infrastructure, deep neural networks (DN...
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12/12/2020
Sampling Training Data for Continual Learning Between Robots and the Cloud
Today's robotic fleets are increasingly measuring high-volume video and ...
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10/18/2020
Characterizing and Taming Model Instability Across Edge Devices
The same machine learning model running on different edge devices may pr...
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02/15/2019
Network Offloading Policies for Cloud Robotics: a Learning-based Approach
Today's robotic systems are increasingly turning to computationally expe...
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02/08/2017
