Proposes a dual task-oriented and generative semantic comms framework using scene graphs, ST-GNNs, and diffusion decoders over 3GPP vehicular channels, claiming 99.1% compression and improved FID scores.
Large language model-based seman- tic communication system for image transmission,
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Towards a Joint Task-Oriented and Generative Semantic Communication Framework for 6G Networks
Proposes a dual task-oriented and generative semantic comms framework using scene graphs, ST-GNNs, and diffusion decoders over 3GPP vehicular channels, claiming 99.1% compression and improved FID scores.