TONIC proposes token-centric semantic communication using utility-aware unequal error protection at the transmitter and confidence-based gating with a completion model at the receiver to improve task performance in wireless systems.
Semantic communication systems for speech transmission,
2 Pith papers cite this work. Polarity classification is still indexing.
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2026 2verdicts
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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.
citing papers explorer
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TONIC: Token-Centric Semantic Communication for Task-Oriented Wireless Systems
TONIC proposes token-centric semantic communication using utility-aware unequal error protection at the transmitter and confidence-based gating with a completion model at the receiver to improve task performance in wireless systems.
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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.