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Francesco Pezone

2 accepted papers

2024

Semantic-Preserving Image Coding Based on Conditional Diffusion Models

ICASSP 2024accepted

Semantic communication, rather than on a bit-by-bit recovery of the transmitted messages, focuses on the meaning and the goal of the communication itself. In this paper, we propose a novel semantic image coding scheme that preserves the semantic content of an image, while ensuring a good trade-off b…

Cited by 0SourceScholar
2022

Goal-Oriented Communication for Edge Learning Based On the Information Bottleneck

ICASSP 2022accepted

Whenever communication takes place to fulfill a goal, an effective way to encode the source data to be transmitted is to use an encoding rule that allows the receiver to meet the requirements of the goal. A formal way to identify the relevant information with respect to a goal can be obtained exploi…

Cited by 0SourceScholar