Search Results for author: Minxi Yang

Found 4 papers, 1 papers with code

PACE: A Pragmatic Agent for Enhancing Communication Efficiency Using Large Language Models

no code implementations30 Jan 2024 Jiaxuan Li, Minxi Yang, Dahua Gao, Wenlong Xu, Guangming Shi

This paper proposes an image pragmatic communication framework based on a Pragmatic Agent for Communication Efficiency (PACE) using Large Language Models (LLM).

Mathematical Characterization of Signal Semantics and Rethinking of the Mathematical Theory of Information

no code implementations26 Mar 2023 Guangming Shi, Dahua Gao, Shuai Ma, Minxi Yang, Yong Xiao, Xuemei Xie

Shannon information theory is established based on probability and bits, and the communication technology based on this theory realizes the information age.

Residual Degradation Learning Unfolding Framework with Mixing Priors across Spectral and Spatial for Compressive Spectral Imaging

1 code implementation CVPR 2023 Yubo Dong, Dahua Gao, Tian Qiu, Yuyan Li, Minxi Yang, Guangming Shi

However, in the data subproblem, the used sensing matrix is ill-suited for the real degradation process due to the device errors caused by phase aberration, distortion; in the prior subproblem, it is important to design a suitable model to jointly exploit both spatial and spectral priors.

A new communication paradigm: from bit accuracy to semantic fidelity

no code implementations29 Jan 2021 Guangming Shi, Dahua Gao, Xiaodan Song, Jingxuan Chai, Minxi Yang, Xuemei Xie, Leida Li, Xuyang Li

In this article, we deploy semantics to solve the spectrum and power bottleneck and propose a first understanding and then transmission framework with high semantic fidelity.

Networking and Internet Architecture

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