Proposes a standardized semantic coding workflow (tokenization, reorganization, quantization) that extracts general semantic representations for both human- and machine-centric semantic communication, with a case study on wireless image transmission.
Token merging: Your vit but faster,
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Neural Coding Is Not Always Semantic: Toward the Standardized Coding Workflow in Semantic Communications
Proposes a standardized semantic coding workflow (tokenization, reorganization, quantization) that extracts general semantic representations for both human- and machine-centric semantic communication, with a case study on wireless image transmission.