A parametric memory network reconstructs truncated semantic tokens from prefixes in wireless communication, outperforming benchmarks by up to 1.09 dB PSNR.
Swinjscc: Taming swin transformer for deep joint source-channel coding
2 Pith papers cite this work. Polarity classification is still indexing.
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2026 2verdicts
UNVERDICTED 2representative citing papers
SPAT embeds source and destination port data into semantic features, uses differentiated uplink/downlink processing and adaptive channel selection, and shows better reconstruction quality than TCP, UDP, and SITP on AFHQ and ImageNet-10 at various SNRs while keeping low latency.
citing papers explorer
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Evolving Token Communication with Parametric Memory Network
A parametric memory network reconstructs truncated semantic tokens from prefixes in wireless communication, outperforming benchmarks by up to 1.09 dB PSNR.
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SPAT: A Semantic Port-Aware Adaptive-Rate Transmission Protocol for Semantic Communication
SPAT embeds source and destination port data into semantic features, uses differentiated uplink/downlink processing and adaptive channel selection, and shows better reconstruction quality than TCP, UDP, and SITP on AFHQ and ImageNet-10 at various SNRs while keeping low latency.