Doctoral thesis
Semantic communication based on generative AI: a new approach to image compression and edge optimization
2025 · Doctoral thesis, TU Berlin
Publications
SQ-GAN: Semantic Image Communications Using Masked Vector Quantization
Francesco Pezone, Sergio Barbarossa, Giuseppe Caire
IEEE Trans. Cogn. Commun. Netw. · 2026
SQ-GAN: Semantic Image Communications Using Masked Vector Quantization
Francesco Pezone, Sergio Barbarossa, Giuseppe Caire
arXiv (Cornell University) · 2025
Semantic-Preserving Image Coding Based on Conditional Diffusion Models
Francesco Pezone, Osman Musa, Giuseppe Caire, Sergio Barbarossa
IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2024, Seoul, Republic of Korea, April 14-19, 2024 · 2024· 13 citations
Demucs for Data-Driven RF Signal Denoising
Çağkan Yapar, Fabian Jaensch, Jan Christian Hauffen, Francesco Pezone, Peter Jung, Saeid K. Dehkordi, Giuseppe Caire
IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2024 - Workshops, Seoul, Republic of Korea, April 14-19, 2024 · 2024· 5 citations
Semantic-Preserving Image Coding based on Conditional Diffusion Models
Francesco Pezone, Osman Musa, Giuseppe Caire, Sergio Barbarossa
arXiv (Cornell University) · 2023· 1 citations