TOIB achieves superior classification accuracy in distributed semantic communication by balancing semantic sufficiency, compression, and inter-user orthogonality via task-conditioned latent variables.
CLU B: A contrastive log-ratio upper bound of mutual information,
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TOIB: Task-Oriented Orthogonalised Information Bottleneck for Distributed Semantic Communication
TOIB achieves superior classification accuracy in distributed semantic communication by balancing semantic sufficiency, compression, and inter-user orthogonality via task-conditioned latent variables.