Eleonora Grassucci

According to our database, Eleonora Grassucci authored at least 32 papers between 2017 and 2024.

Collaborative distances:

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

2024

PHNNs: Lightweight Neural Networks via Parameterized Hypercomplex Convolutions.

Eleonora Grassucci, Aston Zhang, Danilo Comminiello

IEEE Trans. Neural Networks Learn. Syst., June, 2024

Demystifying the Hypercomplex: Inductive biases in hypercomplex deep learning [Hypercomplex Signal and Image Processing].

Danilo Comminiello, Eleonora Grassucci, Danilo P. Mandic, Aurelio Uncini

IEEE Signal Process. Mag., May, 2024

Attention-map augmentation for hypercomplex breast cancer classification.

Eleonora Lopez, Filippo Betello, Federico Carmignani, Eleonora Grassucci, Danilo Comminiello

Pattern Recognit. Lett., 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

Demystifying the Hypercomplex: Inductive Biases in Hypercomplex Deep Learning.

Danilo Comminiello, Eleonora Grassucci, Danilo P. Mandic, Aurelio Uncini

CoRR, 2024

Generative AI Meets Semantic Communication: Evolution and Revolution of Communication Tasks.

Eleonora Grassucci, Jihong Park, Sergio Barbarossa, Seong-Lyun Kim, Jinho Choi, Danilo Comminiello

CoRR, 2024

Semantic Communication Challenges: Understanding Dos and Avoiding Don'ts.

Jinho Choi, Jihong Park, Eleonora Grassucci, Danilo Comminiello

Proceedings of the 99th IEEE Vehicular Technology Conference, 2024

β-Quaternion Centralized Fusion Estimation Problem Under First-Order Properness Conditions.

José D. Jiménez-López, Rosa M. Fernández-Alcalá, Jesús Navarro-Moreno, Juan Carlos Ruiz-Molina, Eleonora Grassucci, Danilo Comminiello

Proceedings of the 8th IEEE Forum on Research and Technologies for Society and Industry Innovation, 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

Towards Explaining Hypercomplex Neural Networks.

Eleonora Lopez, Eleonora Grassucci, Debora Capriotti, Danilo Comminiello

Proceedings of the International Joint Conference on Neural Networks, 2024

Enhancing Semantic Communication with Deep Generative Models: An Overview.

Eleonora Grassucci, Yuki Mitsufuji, Ping Zhang, Danilo Comminiello

Proceedings of the IEEE International Conference on Acoustics, 2024

Diffusion Models for Audio Semantic Communication.

Eleonora Grassucci, Christian Marinoni, Andrea Rodriguez, Danilo Comminiello

Proceedings of the IEEE International Conference on Acoustics, 2024

2023

Semantic Communications Based on Adaptive Generative Models and Information Bottleneck.

Sergio Barbarossa, Danilo Comminiello, Eleonora Grassucci, Francesco Pezone, Stefania Sardellitti, Paolo Di Lorenzo

IEEE Commun. Mag., November, 2023

Dual quaternion ambisonics array for six-degree-of-freedom acoustic representation.

Eleonora Grassucci, Gioia Mancini, Christian Brignone, Aurelio Uncini, Danilo Comminiello

Pattern Recognit. Lett., February, 2023

Hypercomplex generative models: AI beyond Clifford algebra.

Eleonora Grassucci

PhD thesis, 2023

GROUSE: A Task and Model Agnostic Wavelet- Driven Framework for Medical Imaging.

Eleonora Grassucci, Luigi Sigillo, Aurelio Uncini, Danilo Comminiello

IEEE Signal Process. Lett., 2023

Generalizing Medical Image Representations via Quaternion Wavelet Networks.

Luigi Sigillo, Eleonora Grassucci, Aurelio Uncini, Danilo Comminiello

CoRR, 2023

Enhancing Semantic Communication with Deep Generative Models - An ICASSP Special Session Overview.

Eleonora Grassucci, Yuki Mitsufuji, Ping Zhang, Danilo Comminiello

CoRR, 2023

Generative Semantic Communication: Diffusion Models Beyond Bit Recovery.

Eleonora Grassucci, Sergio Barbarossa, Danilo Comminiello

CoRR, 2023

Dual Quaternion Rotational and Translational Equivariance in 3D Rigid Motion Modelling.

Guilherme Vieira, Eleonora Grassucci, Marcos Eduardo Valle, Danilo Comminiello

Proceedings of the 33rd IEEE International Workshop on Machine Learning for Signal Processing, 2023

Sailing the Seaformer: A Transformer-Based Model for Vessel Route Forecasting.

Luigi Sigillo, Alessandro Marzilli, Daniela Moretti, Eleonora Grassucci, Claudio Greco, Danilo Comminiello

Proceedings of the 33rd IEEE International Workshop on Machine Learning for Signal Processing, 2023

Phydi: Initializing Parameterized Hypercomplex Neural Networks As Identity Functions.

Matteo Mancanelli, Eleonora Grassucci, Aurelio Uncini, Danilo Comminiello

Proceedings of the 33rd IEEE International Workshop on Machine Learning for Signal Processing, 2023

StawGAN: Structural-Aware Generative Adversarial Networks for Infrared Image Translation.

Luigi Sigillo, Eleonora Grassucci, Danilo Comminiello

Proceedings of the IEEE International Symposium on Circuits and Systems, 2023

Hypercomplex Multimodal Emotion Recognition from EEG and Peripheral Physiological Signals.

Eleonora Lopez, Eleonora Chiarantano, Eleonora Grassucci, Danilo Comminiello

Proceedings of the IEEE International Conference on Acoustics, 2023

2022

Efficient Sound Event Localization and Detection in the Quaternion Domain.

Christian Brignone, Gioia Mancini, Eleonora Grassucci, Aurelio Uncini, Danilo Comminiello

IEEE Trans. Circuits Syst. II Express Briefs, 2022

Multi-View Breast Cancer Classification via Hypercomplex Neural Networks.

Eleonora Lopez, Eleonora Grassucci, Martina Valleriani, Danilo Comminiello

CoRR, 2022

Hypercomplex Image- to- Image Translation.

Eleonora Grassucci, Luigi Sigillo, Aurelio Uncini, Danilo Comminiello

Proceedings of the International Joint Conference on Neural Networks, 2022

2021

An Information-Theoretic Perspective on Proper Quaternion Variational Autoencoders.

Eleonora Grassucci, Danilo Comminiello, Aurelio Uncini

Entropy, 2021

Lightweight Convolutional Neural Networks By Hypercomplex Parameterization.

Eleonora Grassucci, Aston Zhang, Danilo Comminiello

CoRR, 2021

Quaternion Generative Adversarial Networks.

Eleonora Grassucci, Edoardo Cicero, Danilo Comminiello

CoRR, 2021

A Quaternion-Valued Variational Autoencoder.

Eleonora Grassucci, Danilo Comminiello, Aurelio Uncini

Proceedings of the IEEE International Conference on Acoustics, 2021

2017

Flexible Generative Adversarial Networks with Non-parametric Activation Functions.

Eleonora Grassucci, Simone Scardapane, Danilo Comminiello, Aurelio Uncini

Proceedings of the Advances in Intelligent Information Hiding and Multimedia Signal Processing, 2017