Adaptive semantic communication can save radio resources by matching the representation rate to channel quality, yet its decisions become unreliable when channel state information reaches the transmitter with delay. This study examines that overlooked failure mode and develops a prediction-aided framework for rate-adap...
Osman Kaya, Muhammet Ali Karabulut, C. Eyupoglu et al.· Italian National Conference...· 0 citations
A computational framework is introduced that integrates semantic representation learning, graph-based semantic modelling, organisation-level semantic fingerprints, temporal semantic evolution and evidence-driven validation within a unified analytical methodology and establishes organisation-level semantic identity.
B. M. Krishna, Oktay Karakuş, Can Eyüpoğlu· 0 citations
Comprehensive evaluation covers NLL, KL divergence, Wasserstein-2 distance, and MMD, together with diagnostics of mixture dynamics, hyperparameter sensitivity, and cross-seed robustness.
Benjamin Wiriyapong, Oktay Karakuş, C. Eyupoglu et al.· arXiv.org· 0 citations
