Eleonora Grassucci

59 papers A* 1B 3C 1Misc 3Journal 41Unranked 9

Year	Rank	Type	Title / 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	J	`jnl`	Beyond Answers: How LLMs Can Pursue Strategic Thinking in Education. CoRR Eleonora Grassucci, Gualtiero Grassucci, Aurelio Uncini, Danilo Comminiello
2025	J	`jnl`	Beyond Answers: How large language models can pursue strategic thinking in education. IEEE Signal Process. Mag. Eleonora Grassucci, Gualtiero Grassucci, Aurelio Uncini, Danilo Comminiello
2025	—	`conf`	Closing the Gap in Multimodal Medical Representation Alignment. MLSP Eleonora Grassucci, Giordano Cicchetti, Danilo Comminiello
2025	J	`jnl`	Controllable Audio-Visual Viewpoint Generation from 360° Spatial Information. CoRR Christian Marinoni, Riccardo Fosco Gramaccioni, Eleonora Grassucci, 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	J	`jnl`	Generalizing medical image representations via quaternion wavelet networks. Neurocomputing Luigi Sigillo, Eleonora Grassucci, 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`	Attention-map augmentation for hypercomplex breast cancer classification. Pattern Recognit. Lett. Eleonora Lopez, Filippo Betello, Federico Carmignani, Eleonora Grassucci, Danilo Comminiello
2024	J	`jnl`	Demystifying the Hypercomplex: Inductive Biases in Hypercomplex Deep Learning. CoRR Danilo Comminiello, Eleonora Grassucci, Danilo P. Mandic, Aurelio Uncini
2024	J	`jnl`	Demystifying the Hypercomplex: Inductive biases in hypercomplex deep learning [Hypercomplex Signal and Image Processing]. IEEE Signal Process. Mag. Danilo Comminiello, Eleonora Grassucci, Danilo P. Mandic, Aurelio Uncini
2024	Misc	`conf`	Diffusion Models for Audio Semantic Communication. ICASSP Eleonora Grassucci, Christian Marinoni, Andrea Rodriguez, Danilo Comminiello
2024	Misc	`conf`	Enhancing Semantic Communication with Deep Generative Models: An Overview. ICASSP Eleonora Grassucci, Yuki Mitsufuji, Ping Zhang, Danilo Comminiello
2024	J	`jnl`	Generative AI Meets Semantic Communication: Evolution and Revolution of Communication Tasks. CoRR Eleonora Grassucci, Jihong Park, Sergio Barbarossa, Seong-Lyun Kim, Jinho Choi, 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`	PHNNs: Lightweight Neural Networks via Parameterized Hypercomplex Convolutions. IEEE Trans. Neural Networks Learn. Syst. Eleonora Grassucci, Aston Zhang, 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
2024	—	`conf`	Semantic Communication Challenges: Understanding Dos and Avoiding Don'ts. VTC Spring Jinho Choi, Jihong Park, Eleonora Grassucci, Danilo Comminiello
2024	J	`jnl`	Semantic Communication Challenges: Understanding Dos and Avoiding Don'ts. CoRR Jinho Choi, Jihong Park, Eleonora Grassucci, Danilo Comminiello
2024	B	`conf`	Towards Explaining Hypercomplex Neural Networks. IJCNN Eleonora Lopez, Eleonora Grassucci, Debora Capriotti, Danilo Comminiello
2024	J	`jnl`	Towards Explaining Hypercomplex Neural Networks. CoRR Eleonora Lopez, Eleonora Grassucci, Debora Capriotti, Danilo Comminiello
2024	—	`conf`	β-Quaternion Centralized Fusion Estimation Problem Under First-Order Properness Conditions. RTSI José D. Jiménez-López, Rosa M. Fernández-Alcalá, Jesús Navarro-Moreno, Juan Carlos Ruiz-Molina, Eleonora Grassucci, Danilo Comminiello
2023	J	`jnl`	Attention-Map Augmentation for Hypercomplex Breast Cancer Classification. CoRR Eleonora Lopez, Filippo Betello, Federico Carmignani, Eleonora Grassucci, Danilo Comminiello
2023	J	`jnl`	Diffusion models for audio semantic communication. CoRR Eleonora Grassucci, Christian Marinoni, Andrea Rodriguez, Danilo Comminiello
2023	—	`conf`	Dual Quaternion Rotational and Translational Equivariance in 3D Rigid Motion Modelling. MLSP Guilherme Vieira, Eleonora Grassucci, Marcos Eduardo Valle, Danilo Comminiello
2023	J	`jnl`	Dual Quaternion Rotational and Translational Equivariance in 3D Rigid Motion Modelling. CoRR Guilherme Vieira, Eleonora Grassucci, Marcos Eduardo Valle, Danilo Comminiello
2023	J	`jnl`	Dual quaternion ambisonics array for six-degree-of-freedom acoustic representation. Pattern Recognit. Lett. Eleonora Grassucci, Gioia Mancini, Christian Brignone, Aurelio Uncini, Danilo Comminiello
2023	J	`jnl`	Enhancing Semantic Communication with Deep Generative Models - An ICASSP Special Session Overview. CoRR Eleonora Grassucci, Yuki Mitsufuji, Ping Zhang, Danilo Comminiello
2023	J	`jnl`	GROUSE: A Task and Model Agnostic Wavelet- Driven Framework for Medical Imaging. IEEE Signal Process. Lett. Eleonora Grassucci, Luigi Sigillo, Aurelio Uncini, Danilo Comminiello
2023	J	`jnl`	Generalizing Medical Image Representations via Quaternion Wavelet Networks. CoRR Luigi Sigillo, Eleonora Grassucci, Aurelio Uncini, Danilo Comminiello
2023	J	`jnl`	Generative Semantic Communication: Diffusion Models Beyond Bit Recovery. CoRR Eleonora Grassucci, Sergio Barbarossa, Danilo Comminiello
2023	—	`conf`	Hypercomplex Multimodal Emotion Recognition from EEG and Peripheral Physiological Signals. ICASSP Workshops Eleonora Lopez, Eleonora Chiarantano, Eleonora Grassucci, Danilo Comminiello
2023	J	`jnl`	Hypercomplex Multimodal Emotion Recognition from EEG and Peripheral Physiological Signals. CoRR Eleonora Lopez, Eleonora Chiarantano, Eleonora Grassucci, Danilo Comminiello
2023	—	`—`	Hypercomplex generative models: AI beyond Clifford algebra. Eleonora Grassucci
2023	J	`jnl`	PHYDI: Initializing Parameterized Hypercomplex Neural Networks as Identity Functions. CoRR Matteo Mancanelli, Eleonora Grassucci, Aurelio Uncini, Danilo Comminiello
2023	—	`conf`	Phydi: Initializing Parameterized Hypercomplex Neural Networks As Identity Functions. MLSP Matteo Mancanelli, Eleonora Grassucci, Aurelio Uncini, Danilo Comminiello
2023	—	`conf`	Sailing the Seaformer: A Transformer-Based Model for Vessel Route Forecasting. MLSP Luigi Sigillo, Alessandro Marzilli, Daniela Moretti, Eleonora Grassucci, Claudio Greco, Danilo Comminiello
2023	J	`jnl`	Semantic Communications Based on Adaptive Generative Models and Information Bottleneck. IEEE Commun. Mag. Sergio Barbarossa, Danilo Comminiello, Eleonora Grassucci, Francesco Pezone, Stefania Sardellitti, Paolo Di Lorenzo
2023	C	`conf`	StawGAN: Structural-Aware Generative Adversarial Networks for Infrared Image Translation. ISCAS Luigi Sigillo, Eleonora Grassucci, Danilo Comminiello
2023	J	`jnl`	StawGAN: Structural-Aware Generative Adversarial Networks for Infrared Image Translation. CoRR Luigi Sigillo, Eleonora Grassucci, Danilo Comminiello
2022	J	`jnl`	Dual Quaternion Ambisonics Array for Six-Degree-of-Freedom Acoustic Representation. CoRR Eleonora Grassucci, Gioia Mancini, Christian Brignone, Aurelio Uncini, Danilo Comminiello
2022	J	`jnl`	Efficient Sound Event Localization and Detection in the Quaternion Domain. IEEE Trans. Circuits Syst. II Express Briefs Christian Brignone, Gioia Mancini, Eleonora Grassucci, Aurelio Uncini, Danilo Comminiello
2022	B	`conf`	Hypercomplex Image- to- Image Translation. IJCNN Eleonora Grassucci, Luigi Sigillo, Aurelio Uncini, Danilo Comminiello
2022	J	`jnl`	Hypercomplex Image-to-Image Translation. CoRR Eleonora Grassucci, Luigi Sigillo, Aurelio Uncini, Danilo Comminiello
2022	J	`jnl`	Multi-View Breast Cancer Classification via Hypercomplex Neural Networks. CoRR Eleonora Lopez, Eleonora Grassucci, Martina Valleriani, Danilo Comminiello
2021	Misc	`conf`	A Quaternion-Valued Variational Autoencoder. ICASSP Eleonora Grassucci, Danilo Comminiello, Aurelio Uncini
2021	J	`jnl`	An Information-Theoretic Perspective on Proper Quaternion Variational Autoencoders. Entropy Eleonora Grassucci, Danilo Comminiello, Aurelio Uncini
2021	J	`jnl`	Lightweight Convolutional Neural Networks By Hypercomplex Parameterization. CoRR Eleonora Grassucci, Aston Zhang, Danilo Comminiello
2021	J	`jnl`	Quaternion Generative Adversarial Networks. CoRR Eleonora Grassucci, Edoardo Cicero, Danilo Comminiello
2020	J	`jnl`	Quaternion-Valued Variational Autoencoder. CoRR Eleonora Grassucci, Danilo Comminiello, Aurelio Uncini
2017	—	`conf`	Flexible Generative Adversarial Networks with Non-parametric Activation Functions. IIH-MSP (1) Eleonora Grassucci, Simone Scardapane, Danilo Comminiello, Aurelio Uncini