Giordano Cicchetti

15 papers A* 1B 1Journal 11Unranked 2
YearRankTypeTitle / Venue / Authors
2026 J jnl
Closing the Modality Gap Aligns Group-Wise Semantics.
CoRR
Eleonora Grassucci, Giordano Cicchetti, Emanuele Frasca, Aurelio Uncini, Danilo Comminiello
2026 J jnl
Closing the gap in multimodal medical representation alignment.
CoRR
Eleonora Grassucci, Giordano Cicchetti, Danilo Comminiello
2025 J jnl
A TRIANGLE Enables Multimodal Alignment Beyond Cosine Similarity.
CoRR
Giordano Cicchetti, Eleonora Grassucci, Danilo Comminiello
2025 — conf
Closing the Gap in Multimodal Medical Representation Alignment.
MLSP
Eleonora Grassucci, Giordano Cicchetti, Danilo Comminiello
2025 B conf
FoleyGRAM: Video-to-Audio Generation with GRAM-Aligned Multimodal Encoders.
IJCNN
Riccardo F. Gramaccioni, Christian Marinoni, Eleonora Grassucci, Giordano Cicchetti, Aurelio Uncini, Danilo Comminiello
2025 J jnl
FoleyGRAM: Video-to-Audio Generation with GRAM-Aligned Multimodal Encoders.
CoRR
Riccardo Fosco Gramaccioni, Christian Marinoni, Eleonora Grassucci, Giordano Cicchetti, Aurelio Uncini, Danilo Comminiello
2025 A* conf
Gramian Multimodal Representation Learning and Alignment.
ICLR
Giordano Cicchetti, Eleonora Grassucci, Luigi Sigillo, Danilo Comminiello
2025 J jnl
Lightweight Diffusion Models for Resource-Constrained Semantic Communication.
IEEE Wirel. Commun. Lett.
Eleonora Grassucci, Giovanni Pignata, Giordano Cicchetti, Danilo Comminiello
2025 J jnl
Semantic Compression via Multimodal Representation Learning.
CoRR
Eleonora Grassucci, Giordano Cicchetti, Aurelio Uncini, Danilo Comminiello
2025 J jnl
Training-Free Multimodal Guidance for Video to Audio Generation.
CoRR
Eleonora Grassucci, Giuliano Galadini, Giordano Cicchetti, Aurelio Uncini, Fabio Antonacci, Danilo Comminiello
2024 J jnl
Gramian Multimodal Representation Learning and Alignment.
CoRR
Giordano Cicchetti, Eleonora Grassucci, Luigi Sigillo, Danilo Comminiello
2024 — conf
Language-Oriented Semantic Latent Representation for Image Transmission.
MLSP
Giordano Cicchetti, Eleonora Grassucci, Jihong Park, Jinho Choi, Sergio Barbarossa, Danilo Comminiello
2024 J jnl
Language-Oriented Semantic Latent Representation for Image Transmission.
CoRR
Giordano Cicchetti, Eleonora Grassucci, Jihong Park, Jinho Choi, Sergio Barbarossa, Danilo Comminiello
2024 J jnl
NAF-DPM: A Nonlinear Activation-Free Diffusion Probabilistic Model for Document Enhancement.
CoRR
Giordano Cicchetti, Danilo Comminiello
2024 J jnl
Rethinking Multi-User Semantic Communications with Deep Generative Models.
CoRR
Eleonora Grassucci, Jinho Choi, Jihong Park, Riccardo F. Gramaccioni, Giordano Cicchetti, Danilo Comminiello