A multi-user semantic communication framework employs an anchor decoder symmetric to the encoder to mitigate catastrophic forgetting, enabling sequential training and frozen-encoder adaptation for users with distinct decoder architectures.
Rethinking generative semantic communication for multi- user systems with large language models,
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Anchor-Aided Multi-User Semantic Communication with Adaptive Decoders
A multi-user semantic communication framework employs an anchor decoder symmetric to the encoder to mitigate catastrophic forgetting, enabling sequential training and frozen-encoder adaptation for users with distinct decoder architectures.