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Jan 24, 2024 · The theoretic framework proposed in this paper is a natural extension of classic information theory and may reveal great performance potential for future communication. Semantic communication initiates a new direction for future communication. In this paper, we aim to establish a systematic framework of semantic information theory (SIT). First, we propose a semantic communication model and ...
Auto-Encoding Variational Bayes. Diederik P. Kingma, M. Welling. Published in International Conference on… 20 December 2013. Computer Science, Mathematics. TLDR. A stochastic variational inference and learning algorithm that scales to large datasets and, under some mild differentiability conditions, even works in the intractable case is ...
Dec 30, 2021 · This paper designs a deep learning (DL)-enabled semantic communication system for speech signals, named DeepSC-S, developed based on an attention mechanism by utilizing a squeeze-and-excitation (SE) network, which outperforms the traditional communications in both cases in terms of the speech signals metrics. Expand.
Oct 6, 2023 · What Is Semantic Scholar? Semantic Scholar is a free, AI-powered research tool for scientific literature, based at the Allen Institute for AI. Learn More. About;
To download an EndNote .enw file, select EndNote. To import a citation using a reference management software browser plugin such as Zotero Connector or Mendeley Web Importer, navigate to the paper's page in Semantic Scholar and then select your reference manager's extension in your browser. Please note that when using Zotero Connector, you may ...
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