Eleonora Grassucci - researchr alias

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Viewing Publication 1 - 24 from 24

2025

Gramian Multimodal Representation Learning and AlignmentGiordano Cicchetti, Eleonora Grassucci, Luigi Sigillo, Danilo Comminiello. iclr 2025: [doi]

Generalizing medical image representations via quaternion wavelet networksLuigi Sigillo, Eleonora Grassucci, Aurelio Uncini, Danilo Comminiello. ijon, 638:130195, 2025. [doi]

2024

Language-Oriented Semantic Latent Representation for Image TransmissionGiordano Cicchetti, Eleonora Grassucci, Jihong Park, Jinho Choi 0001, Sergio Barbarossa, Danilo Comminiello. mlsp 2024: 1-6 [doi]

Demystifying the Hypercomplex: Inductive biases in hypercomplex deep learning [Hypercomplex Signal and Image Processing]Danilo Comminiello, Eleonora Grassucci, Danilo P. Mandic, Aurelio Uncini. spm, 41(3):59-71, May 2024. [doi]

Diffusion Models for Audio Semantic CommunicationEleonora Grassucci, Christian Marinoni, Andrea Rodriguez, Danilo Comminiello. icassp 2024: 13136-13140 [doi]

PHNNs: Lightweight Neural Networks via Parameterized Hypercomplex ConvolutionsEleonora Grassucci, Aston Zhang, Danilo Comminiello. tnn, 35(6):8293-8305, June 2024. [doi]

Enhancing Semantic Communication with Deep Generative Models: An OverviewEleonora Grassucci, Yuki Mitsufuji, Ping Zhang, Danilo Comminiello. icassp 2024: 13021-13025 [doi]

β-Quaternion Centralized Fusion Estimation Problem Under First-Order Properness ConditionsJosé D. Jiménez-López, Rosa M. Fernández-Alcalá, Jesús Navarro-Moreno, Juan Carlos Ruiz-Molina, Eleonora Grassucci, Danilo Comminiello. rtsi 2024: 238-242 [doi]

Towards Explaining Hypercomplex Neural NetworksEleonora Lopez, Eleonora Grassucci, Debora Capriotti, Danilo Comminiello. ijcnn 2024: 1-8 [doi]

Attention-map augmentation for hypercomplex breast cancer classificationEleonora Lopez, Filippo Betello, Federico Carmignani, Eleonora Grassucci, Danilo Comminiello. prl, 182:140-146, 2024. [doi]

2023

Semantic Communications Based on Adaptive Generative Models and Information BottleneckSergio Barbarossa, Danilo Comminiello, Eleonora Grassucci, Francesco Pezone, Stefania Sardellitti, Paolo Di Lorenzo. cm, 61(11):36-41, November 2023. [doi]

Hypercomplex generative models: AI beyond Clifford algebraEleonora Grassucci. PhD thesis, Sapienza University of Rome, Italy, 2023. [doi]

GROUSE: A Task and Model Agnostic Wavelet- Driven Framework for Medical ImagingEleonora Grassucci, Luigi Sigillo, Aurelio Uncini, Danilo Comminiello. spl, 30:1397-1401, 2023. [doi]

Dual quaternion ambisonics array for six-degree-of-freedom acoustic representationEleonora Grassucci, Gioia Mancini, Christian Brignone, Aurelio Uncini, Danilo Comminiello. prl, 166:24-30, February 2023. [doi]

Hypercomplex Multimodal Emotion Recognition from EEG and Peripheral Physiological SignalsEleonora Lopez, Eleonora Chiarantano, Eleonora Grassucci, Danilo Comminiello. icassp 2023: 1-5 [doi]

Phydi: Initializing Parameterized Hypercomplex Neural Networks As Identity FunctionsMatteo Mancanelli, Eleonora Grassucci, Aurelio Uncini, Danilo Comminiello. mlsp 2023: 1-6 [doi]

Sailing the Seaformer: A Transformer-Based Model for Vessel Route ForecastingLuigi Sigillo, Alessandro Marzilli, Daniela Moretti, Eleonora Grassucci, Claudio Greco, Danilo Comminiello. mlsp 2023: 1-6 [doi]

StawGAN: Structural-Aware Generative Adversarial Networks for Infrared Image TranslationLuigi Sigillo, Eleonora Grassucci, Danilo Comminiello. iscas 2023: 1-5 [doi]

Dual Quaternion Rotational and Translational Equivariance in 3D Rigid Motion ModellingGuilherme Vieira, Eleonora Grassucci, Marcos Eduardo Valle, Danilo Comminiello. mlsp 2023: 1-6 [doi]

2022

Efficient Sound Event Localization and Detection in the Quaternion DomainChristian Brignone, Gioia Mancini, Eleonora Grassucci, Aurelio Uncini, Danilo Comminiello. tcasII, 69(5):2453-2457, 2022. [doi]

Hypercomplex Image- to- Image TranslationEleonora Grassucci, Luigi Sigillo, Aurelio Uncini, Danilo Comminiello. ijcnn 2022: 1-8 [doi]

2021

A Quaternion-Valued Variational AutoencoderEleonora Grassucci, Danilo Comminiello, Aurelio Uncini. icassp 2021: 3310-3314 [doi]

An Information-Theoretic Perspective on Proper Quaternion Variational AutoencodersEleonora Grassucci, Danilo Comminiello, Aurelio Uncini. entropy, 23(7):856, 2021. [doi]

2017

Flexible Generative Adversarial Networks with Non-parametric Activation FunctionsEleonora Grassucci, Simone Scardapane, Danilo Comminiello, Aurelio Uncini. iih-msp 2018: 67-77 [doi]

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