Enhancing Semantic Communication with Deep Generative Models: An Overview

Author:

Grassucci Eleonora1,Mitsufuji Yuki2,Zhang Ping3,Comminiello Danilo1

Affiliation:

1. Sapienza University of Rome,Rome,Italy

2. Sony Group Corporation,Tokyo,Japan

3. Beijing University of Posts and Telecommunications,Beijing,China

Publisher

IEEE

Reference47 articles.

1. Semantic communications: Principles and challenges;Qin,2021

2. Semantic Communications Based on Adaptive Generative Models and Information Bottleneck

3. Communication Beyond Transmitting Bits: Semantics-Guided Source and Channel Coding

4. Deep Learning-Based Image Semantic Coding for Semantic Communications

5. Generative semantic communication: Diffusion models beyond bit recovery;Grassucci,2023

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