Eleonora Grassucci

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 38

Top Topics

Diffusion Models

Image Representation

Top Venues

Pattern Recognit. Lett.

Publications

Jinho Choi, Jihong Park, Eleonora Grassucci, Danilo Comminiello
Semantic Communication Challenges: Understanding Dos and Avoiding Don'ts. CoRR (2024)
Eleonora Lopez, Filippo Betello, Federico Carmignani, Eleonora Grassucci, Danilo Comminiello
Attention-map augmentation for hypercomplex breast cancer classification. Pattern Recognit. Lett. 182 (2024)
Eleonora Lopez, Eleonora Grassucci, Debora Capriotti, Danilo Comminiello
Towards Explaining Hypercomplex Neural Networks. CoRR (2024)
Eleonora Grassucci, Jinho Choi, Jihong Park, Riccardo F. Gramaccioni, Giordano Cicchetti, Danilo Comminiello
Rethinking Multi-User Semantic Communications with Deep Generative Models. CoRR (2024)
Eleonora Grassucci, Yuki Mitsufuji, Ping Zhang, Danilo Comminiello
Enhancing Semantic Communication with Deep Generative Models: An Overview. ICASSP (2024)
Eleonora Grassucci, Christian Marinoni, Andrea Rodriguez, Danilo Comminiello
Diffusion Models for Audio Semantic Communication. ICASSP (2024)
Giordano Cicchetti, Eleonora Grassucci, Jihong Park, Jinho Choi, Sergio Barbarossa, Danilo Comminiello
Language-Oriented Semantic Latent Representation for Image Transmission. CoRR (2024)
Eleonora Grassucci, Jihong Park, Sergio Barbarossa, Seong-Lyun Kim, Jinho Choi, Danilo Comminiello
Generative AI Meets Semantic Communication: Evolution and Revolution of Communication Tasks. CoRR (2024)
Danilo Comminiello, Eleonora Grassucci, Danilo P. Mandic, Aurelio Uncini
Demystifying the Hypercomplex: Inductive Biases in Hypercomplex Deep Learning. CoRR (2024)
Eleonora Grassucci, Aston Zhang, Danilo Comminiello
PHNNs: Lightweight Neural Networks via Parameterized Hypercomplex Convolutions. IEEE Trans. Neural Networks Learn. Syst. 35 (6) (2024)
Eleonora Lopez, Filippo Betello, Federico Carmignani, Eleonora Grassucci, Danilo Comminiello
Attention-Map Augmentation for Hypercomplex Breast Cancer Classification. CoRR (2023)
Eleonora Grassucci, Gioia Mancini, Christian Brignone, Aurelio Uncini, Danilo Comminiello
Dual quaternion ambisonics array for six-degree-of-freedom acoustic representation. Pattern Recognit. Lett. 166 (2023)
Eleonora Grassucci, Yuki Mitsufuji, Ping Zhang, Danilo Comminiello
Enhancing Semantic Communication with Deep Generative Models - An ICASSP Special Session Overview. CoRR (2023)
Eleonora Lopez, Eleonora Chiarantano, Eleonora Grassucci, Danilo Comminiello
Hypercomplex Multimodal Emotion Recognition from EEG and Peripheral Physiological Signals. CoRR (2023)
Luigi Sigillo, Alessandro Marzilli, Daniela Moretti, Eleonora Grassucci, Claudio Greco, Danilo Comminiello
Sailing the Seaformer: A Transformer-Based Model for Vessel Route Forecasting. MLSP (2023)
Luigi Sigillo, Eleonora Grassucci, Danilo Comminiello
StawGAN: Structural-Aware Generative Adversarial Networks for Infrared Image Translation. CoRR (2023)
Guilherme Vieira, Eleonora Grassucci, Marcos Eduardo Valle, Danilo Comminiello
Dual Quaternion Rotational and Translational Equivariance in 3D Rigid Motion Modelling. CoRR (2023)
Eleonora Lopez, Eleonora Chiarantano, Eleonora Grassucci, Danilo Comminiello
Hypercomplex Multimodal Emotion Recognition from EEG and Peripheral Physiological Signals. ICASSP Workshops (2023)
Sergio Barbarossa, Danilo Comminiello, Eleonora Grassucci, Francesco Pezone, Stefania Sardellitti, Paolo Di Lorenzo
Semantic Communications Based on Adaptive Generative Models and Information Bottleneck. IEEE Commun. Mag. 61 (11) (2023)
Eleonora Grassucci, Luigi Sigillo, Aurelio Uncini, Danilo Comminiello
GROUSE: A Task and Model Agnostic Wavelet- Driven Framework for Medical Imaging. IEEE Signal Process. Lett. 30 (2023)
Eleonora Grassucci, Christian Marinoni, Andrea Rodriguez, Danilo Comminiello
Diffusion models for audio semantic communication. CoRR (2023)
Luigi Sigillo, Eleonora Grassucci, Aurelio Uncini, Danilo Comminiello
Generalizing Medical Image Representations via Quaternion Wavelet Networks. CoRR (2023)
Eleonora Grassucci, Sergio Barbarossa, Danilo Comminiello
Generative Semantic Communication: Diffusion Models Beyond Bit Recovery. CoRR (2023)
Matteo Mancanelli, Eleonora Grassucci, Aurelio Uncini, Danilo Comminiello
Phydi: Initializing Parameterized Hypercomplex Neural Networks As Identity Functions. MLSP (2023)
Matteo Mancanelli, Eleonora Grassucci, Aurelio Uncini, Danilo Comminiello
PHYDI: Initializing Parameterized Hypercomplex Neural Networks as Identity Functions. CoRR (2023)
Guilherme Vieira, Eleonora Grassucci, Marcos Eduardo Valle, Danilo Comminiello
Dual Quaternion Rotational and Translational Equivariance in 3D Rigid Motion Modelling. MLSP (2023)
Luigi Sigillo, Eleonora Grassucci, Danilo Comminiello
StawGAN: Structural-Aware Generative Adversarial Networks for Infrared Image Translation. ISCAS (2023)
Eleonora Grassucci, Luigi Sigillo, Aurelio Uncini, Danilo Comminiello
Hypercomplex Image- to- Image Translation. IJCNN (2022)
Eleonora Grassucci, Gioia Mancini, Christian Brignone, Aurelio Uncini, Danilo Comminiello
Dual Quaternion Ambisonics Array for Six-Degree-of-Freedom Acoustic Representation. CoRR (2022)
Eleonora Lopez, Eleonora Grassucci, Martina Valleriani, Danilo Comminiello
Multi-View Breast Cancer Classification via Hypercomplex Neural Networks. CoRR (2022)
Christian Brignone, Gioia Mancini, Eleonora Grassucci, Aurelio Uncini, Danilo Comminiello
Efficient Sound Event Localization and Detection in the Quaternion Domain. IEEE Trans. Circuits Syst. II Express Briefs 69 (5) (2022)
Eleonora Grassucci, Luigi Sigillo, Aurelio Uncini, Danilo Comminiello
Hypercomplex Image-to-Image Translation. CoRR (2022)
Eleonora Grassucci, Aston Zhang, Danilo Comminiello
Lightweight Convolutional Neural Networks By Hypercomplex Parameterization. CoRR (2021)
Eleonora Grassucci, Danilo Comminiello, Aurelio Uncini
An Information-Theoretic Perspective on Proper Quaternion Variational Autoencoders. Entropy 23 (7) (2021)
Eleonora Grassucci, Edoardo Cicero, Danilo Comminiello
Quaternion Generative Adversarial Networks. CoRR (2021)
Eleonora Grassucci, Danilo Comminiello, Aurelio Uncini
A Quaternion-Valued Variational Autoencoder. ICASSP (2021)
Eleonora Grassucci, Danilo Comminiello, Aurelio Uncini
Quaternion-Valued Variational Autoencoder. CoRR (2020)
Eleonora Grassucci, Simone Scardapane, Danilo Comminiello, Aurelio Uncini
Flexible Generative Adversarial Networks with Non-parametric Activation Functions. IIH-MSP (1) (2017)