… we use generative models as the basic building block of a semantic communication system.
… on a broad class of generative models called generative latent variable models (GLVMs) [15]…

… • We propose a unified perspective of deep generative models in semantic communications
… modeling, such as domain adaptation, modality translation rather than style transfer. In such …

… semantic encoder with value of information based semantic … -assisted semantic decoder
that relies on received semantic … adaptive interpolate block to resize the semantic map before …

… how deep generative models will significantly enhance semantic communication frameworks
in … novel research pathways for the next generative semantic communication frameworks. …

… -aware semantic communications framework with pre-trained generative models. The …
Modalities: For the transmission of the other semantic modalities, we adopt an adaptive MQAM …

… information required to the generative model for regenerating the missing content. … user
semantic communication as an inverse problem and leverage the capabilities of diffusion models …

… by extracting the hidden semantics from source data and then adapting the encoding bits to
the … GAN-based models [44]– [48] are featured by GAN which is a type of generative model …

… data, extracting and exploiting semantic information, and being … for the next generative
semantic communication frameworks. … , “Semantic communications based on adaptive generative …

… present an Adaptive Semantic Compression Model (ASCM… semantic encoder with two
output heads to perform semantic encoding and mask redundant semantics in the latent semantic …

… inative model and the generative model. The … adaptive transmission in semantic communication
has two types: 1) learning-based and 2) theory-based. 1) The Learning-based Adaptive …