Giordano Cicchetti

According to our database, Giordano Cicchetti authored at least 12 papers between 2024 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

Closing the Modality Gap Aligns Group-Wise Semantics.

Eleonora Grassucci, Giordano Cicchetti, Emanuele Frasca, Aurelio Uncini, Danilo Comminiello

CoRR, January, 2026

Training-Free Multi-User Generative Semantic Communications via Null-Space Diffusion Sampling.

Eleonora Grassucci, Jinho Choi, Jihong Park, Riccardo F. Gramaccioni, Giordano Cicchetti, Danilo Comminiello

IEEE Access, 2026

2025

Lightweight Diffusion Models for Resource-Constrained Semantic Communication.

Eleonora Grassucci, Giovanni Pignata, Giordano Cicchetti, Danilo Comminiello

IEEE Wirel. Commun. Lett., September, 2025

Training-Free Multimodal Guidance for Video to Audio Generation.

Eleonora Grassucci, Giuliano Galadini, Giordano Cicchetti, Aurelio Uncini, Fabio Antonacci, Danilo Comminiello

CoRR, September, 2025

Semantic Compression via Multimodal Representation Learning.

Eleonora Grassucci, Giordano Cicchetti, Aurelio Uncini, Danilo Comminiello

CoRR, September, 2025

A TRIANGLE Enables Multimodal Alignment Beyond Cosine Similarity.

Giordano Cicchetti, Eleonora Grassucci, Danilo Comminiello

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2025, 2025

Closing the Gap in Multimodal Medical Representation Alignment.

Eleonora Grassucci, Giordano Cicchetti, Danilo Comminiello

Proceedings of the 35th IEEE International Workshop on Machine Learning for Signal Processing, 2025

FoleyGRAM: Video-to-Audio Generation with GRAM-Aligned Multimodal Encoders.

Riccardo F. Gramaccioni, Christian Marinoni, Eleonora Grassucci, Giordano Cicchetti, Aurelio Uncini, Danilo Comminiello

Proceedings of the International Joint Conference on Neural Networks, 2025

Gramian Multimodal Representation Learning and Alignment.

Giordano Cicchetti, Eleonora Grassucci, Luigi Sigillo, Danilo Comminiello

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

2024

Rethinking Multi-User Semantic Communications with Deep Generative Models.

Eleonora Grassucci, Jinho Choi, Jihong Park, Riccardo F. Gramaccioni, Giordano Cicchetti, Danilo Comminiello

CoRR, 2024

NAF-DPM: A Nonlinear Activation-Free Diffusion Probabilistic Model for Document Enhancement.

Giordano Cicchetti, Danilo Comminiello

CoRR, 2024

Language-Oriented Semantic Latent Representation for Image Transmission.

Giordano Cicchetti, Eleonora Grassucci, Jihong Park, Jinho Choi, Sergio Barbarossa, Danilo Comminiello

Proceedings of the 34th IEEE International Workshop on Machine Learning for Signal Processing, 2024