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School of Electrical Engineering, Korea Advanced Institute of Science and Technology (KAIST), Daejeon, South Korea
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Naive attention-based filtering for edge-cloud inference is suboptimal under tight bandwidth constraints; prioritizing semantic diversity in transmitted embeddings yields surprisingly large accuracy gains.