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English(EN) Ada-TokenCom: Rate-Adaptive Token Communications via Large-Model-Driven Token Compression and Generation

Ada-TokenCom框架通过自适应令牌压缩增强语义通信

作者 PulseAugur 编辑部 · [1 个来源] ·

研究人员推出了一种新颖的速率自适应令牌通信框架Ada-TokenCom。该系统利用大型自回归模型，通过集成下一令牌预测和算术编码，实现高效的语义通信。该框架采用混合重建和生成策略，其中发送方编码初始信息令牌，接收方预测其余部分。此外，基于Lyapunov的算法动态优化压缩和编码速率，以适应不断变化的**网络**条件，其性能优于现有的语义通信基线。 AI

影响 该框架通过优化基于令牌的通信，有望实现更高效的AI系统数据传输。

排序理由 该集群包含一篇详细介绍新框架和算法的研究论文。[lever_c_demoted from research: ic=1 ai=1.0]

在 arXiv cs.CV 阅读 →

AI 生成摘要 · Google Gemini · 来自 1 个来源。 我们如何撰写摘要 →

Ada-TokenCom框架通过自适应令牌压缩增强语义通信

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该集群包含一篇详细介绍新框架和算法的研究论文。[lever_c_demoted from research: ic=1 ai=1.0]
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报道来源 [1]

  1. arXiv cs.CV TIER_1 English(EN) · Zijun Zhang, Li Qiao, Mahdi Boloursaz Mashhadi, Zhen Gao, Mehdi Bennis, Kaibin Huang ·

    Ada-TokenCom：通过大型模型驱动的令牌压缩和生成实现速率自适应令牌通信

    arXiv:2608.28086v1 Announce Type: cross Abstract: Token Communications (TokenCom) has recently emerged as a new paradigm in which tokens serve as unified units for communication and computation, enabling efficient multimodal semantic and goal-oriented transmission. In this paper,…

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