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09/06/2023
Fast and Resource-Efficient Object Tracking on Edge Devices: A Measurement Study
Object tracking is an important functionality of edge video analytic sys...
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08/30/2023
Quantum Network Planning for Utility Maximization
Existing classical optical network infrastructure cannot be immediately ...
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05/17/2023
Mitigating Group Bias in Federated Learning: Beyond Local Fairness
The issue of group fairness in machine learning models, where certain su...
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01/15/2023
EENet: Learning to Early Exit for Adaptive Inference
Budgeted adaptive inference with early exits is an emerging technique to...
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06/14/2022
Edge Security: Challenges and Issues
Edge computing is a paradigm that shifts data processing services to the...
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07/27/2021
Parallel Detection for Efficient Video Analytics at the Edge
Deep Neural Network (DNN) trained object detectors are widely deployed i...
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02/11/2021
A Metamodel and Framework for Artificial General Intelligence From Theory to Practice
This paper introduces a new metamodel-based knowledge representation tha...
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11/14/2012