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knowledge-base reuse

topic1 events
papersSEP 10 04:00 UTC

Paper Proposes Storage-Scalable Progressive Semantic Communication via Knowledge-Base Reuse

A new arXiv preprint tackles a trade-off in knowledge-base-assisted semantic communication, where single-base quantization keeps storage demands low but limits quantization capability, while multi-base residual quantization performs better at a much higher storage cost. The authors propose a knowledge-base reuse approach designed to make progressive semantic communication scalable in storage requirements.

arxiv/semantic-communication/quantization/knowledge-bases