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07/22/2023
Learn to Compress (LtC): Efficient Learning-based Streaming Video Analytics
Video analytics are often performed as cloud services in edge settings, ...
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02/16/2023
Towards Fair Machine Learning Software: Understanding and Addressing Model Bias Through Counterfactual Thinking
The increasing use of Machine Learning (ML) software can lead to unfair ...
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02/16/2023
Preventing Discriminatory Decision-making in Evolving Data Streams
Bias in machine learning has rightly received significant attention over...
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08/27/2022
BlueTiSCH: A Multi-PHY Simulation of Low-Power 6TiSCH IoT Networks
Low-power wireless IoT networks have traditionally operated over a singl...
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04/17/2022
Attention Mechanism based Cognition-level Scene Understanding
Given a question-image input, the Visual Commonsense Reasoning (VCR) mod...
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08/29/2021
ACE: an Accurate and Cost-Effective Measurement System in SDN
Packet-level traffic measurement is essential in applications like QoS, ...
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06/06/2021
