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cs.NI 1

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2025 1

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Frame-Based Zero-Shot Semantic Channel Equalization for AI-Native Communications

cs.NI · 2025-07-23 · conditional · novelty 4.0

Using Parseval-frame projections onto shared anchor features, a receiver can approximately reconstruct the latent vectors of an unseen, independently trained encoder; a Lyapunov scheduler then allocates bandwidth, CPU, and quantization to meet latency and accuracy targets.

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  • Frame-Based Zero-Shot Semantic Channel Equalization for AI-Native Communications cs.NI · 2025-07-23 · conditional · none · ref 2

    Using Parseval-frame projections onto shared anchor features, a receiver can approximately reconstruct the latent vectors of an unseen, independently trained encoder; a Lyapunov scheduler then allocates bandwidth, CPU, and quantization to meet latency and accuracy targets.