A task-oriented semantic communication framework for LLaVA-based vehicle assistants that crops image slices matched to the user's question and allocates transmission power by fused objective and subjective attention, improving VQA accuracy at low SNR.
LMaaS: Exploring Pricing Strategy of Large Model as a Service for Communication,
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Task-Oriented Semantic Communication in Large Multimodal Models-based Vehicle Networks
A task-oriented semantic communication framework for LLaVA-based vehicle assistants that crops image slices matched to the user's question and allocates transmission power by fused objective and subjective attention, improving VQA accuracy at low SNR.