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ORCIDEleonora Grassucci
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2020 – today
- 2024
[j8]Eleonora Lopez
, Filippo Betello, Federico Carmignani, Eleonora Grassucci, Danilo Comminiello:
Attention-map augmentation for hypercomplex breast cancer classification. Pattern Recognit. Lett. 182: 140-146 (2024)- [j7]Danilo Comminiello, Eleonora Grassucci, Danilo P. Mandic, Aurelio Uncini:
Demystifying the Hypercomplex: Inductive biases in hypercomplex deep learning [Hypercomplex Signal and Image Processing]. IEEE Signal Process. Mag. 41(3): 59-71 (2024) - [j6]Eleonora Grassucci, Aston Zhang, Danilo Comminiello:
PHNNs: Lightweight Neural Networks via Parameterized Hypercomplex Convolutions. IEEE Trans. Neural Networks Learn. Syst. 35(6): 8293-8305 (2024) - [c12]Eleonora Grassucci, Yuki Mitsufuji, Ping Zhang, Danilo Comminiello:
Enhancing Semantic Communication with Deep Generative Models: An Overview. ICASSP 2024: 13021-13025 - [c11]Eleonora Grassucci, Christian Marinoni, Andrea Rodriguez, Danilo Comminiello:
Diffusion Models for Audio Semantic Communication. ICASSP 2024: 13136-13140 - [c10]Eleonora Lopez, Eleonora Grassucci, Debora Capriotti, Danilo Comminiello:
Towards Explaining Hypercomplex Neural Networks. IJCNN 2024: 1-8 - [c9]Jinho Choi, Jihong Park, Eleonora Grassucci, Danilo Comminiello:
Semantic Communication Challenges: Understanding Dos and Avoiding Don'ts. VTC Spring 2024: 1-5 - [i21]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 abs/2401.06803 (2024) - [i20]Jinho Choi, Jihong Park, Eleonora Grassucci, Danilo Comminiello:
Semantic Communication Challenges: Understanding Dos and Avoiding Don'ts. CoRR abs/2403.15649 (2024) - [i19]Eleonora Lopez, Eleonora Grassucci, Debora Capriotti, Danilo Comminiello:
Towards Explaining Hypercomplex Neural Networks. CoRR abs/2403.17929 (2024) - [i18]Danilo Comminiello, Eleonora Grassucci, Danilo P. Mandic, Aurelio Uncini:
Demystifying the Hypercomplex: Inductive Biases in Hypercomplex Deep Learning. CoRR abs/2405.07024 (2024) - [i17]Eleonora Grassucci, Jinho Choi, Jihong Park, Riccardo F. Gramaccioni, Giordano Cicchetti, Danilo Comminiello:
Rethinking Multi-User Semantic Communications with Deep Generative Models. CoRR abs/2405.09866 (2024) - [i16]Giordano Cicchetti, Eleonora Grassucci, Jihong Park, Jinho Choi, Sergio Barbarossa, Danilo Comminiello:
Language-Oriented Semantic Latent Representation for Image Transmission. CoRR abs/2405.09976 (2024) - 2023
- [b1]Eleonora Grassucci:
Hypercomplex generative models: AI beyond Clifford algebra. Sapienza University of Rome, Italy, 2023 - [j5]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): 36-41 (2023) - [j4]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: 24-30 (2023) - [j3]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: 1397-1401 (2023) - [c8]Eleonora Lopez, Eleonora Chiarantano, Eleonora Grassucci, Danilo Comminiello:
Hypercomplex Multimodal Emotion Recognition from EEG and Peripheral Physiological Signals. ICASSP Workshops 2023: 1-5 - [c7]Luigi Sigillo, Eleonora Grassucci, Danilo Comminiello:
StawGAN: Structural-Aware Generative Adversarial Networks for Infrared Image Translation. ISCAS 2023: 1-5 - [c6]Matteo Mancanelli, Eleonora Grassucci, Aurelio Uncini, Danilo Comminiello:
Phydi: Initializing Parameterized Hypercomplex Neural Networks As Identity Functions. MLSP 2023: 1-6 - [c5]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: 1-6 - [c4]Guilherme Vieira, Eleonora Grassucci, Marcos Eduardo Valle, Danilo Comminiello:
Dual Quaternion Rotational and Translational Equivariance in 3D Rigid Motion Modelling. MLSP 2023: 1-6 - [i15]Luigi Sigillo, Eleonora Grassucci, Danilo Comminiello:
StawGAN: Structural-Aware Generative Adversarial Networks for Infrared Image Translation. CoRR abs/2305.10882 (2023) - [i14]Eleonora Grassucci, Sergio Barbarossa, Danilo Comminiello:
Generative Semantic Communication: Diffusion Models Beyond Bit Recovery. CoRR abs/2306.04321 (2023) - [i13]Eleonora Grassucci, Yuki Mitsufuji, Ping Zhang, Danilo Comminiello:
Enhancing Semantic Communication with Deep Generative Models - An ICASSP Special Session Overview. CoRR abs/2309.02478 (2023) - [i12]Eleonora Grassucci, Christian Marinoni, Andrea Rodriguez, Danilo Comminiello:
Diffusion models for audio semantic communication. CoRR abs/2309.07195 (2023) - [i11]Matteo Mancanelli, Eleonora Grassucci, Aurelio Uncini, Danilo Comminiello:
PHYDI: Initializing Parameterized Hypercomplex Neural Networks as Identity Functions. CoRR abs/2310.07612 (2023) - [i10]Guilherme Vieira, Eleonora Grassucci, Marcos Eduardo Valle, Danilo Comminiello:
Dual Quaternion Rotational and Translational Equivariance in 3D Rigid Motion Modelling. CoRR abs/2310.07623 (2023) - [i9]Eleonora Lopez, Filippo Betello, Federico Carmignani, Eleonora Grassucci, Danilo Comminiello:
Attention-Map Augmentation for Hypercomplex Breast Cancer Classification. CoRR abs/2310.07633 (2023) - [i8]Eleonora Lopez, Eleonora Chiarantano, Eleonora Grassucci, Danilo Comminiello:
Hypercomplex Multimodal Emotion Recognition from EEG and Peripheral Physiological Signals. CoRR abs/2310.07648 (2023) - [i7]Luigi Sigillo, Eleonora Grassucci, Aurelio Uncini, Danilo Comminiello:
Generalizing Medical Image Representations via Quaternion Wavelet Networks. CoRR abs/2310.10224 (2023) - 2022
- [j2]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): 2453-2457 (2022) - [c3]Eleonora Grassucci, Luigi Sigillo, Aurelio Uncini, Danilo Comminiello:
Hypercomplex Image- to- Image Translation. IJCNN 2022: 1-8 - [i6]Eleonora Grassucci, Gioia Mancini, Christian Brignone, Aurelio Uncini, Danilo Comminiello:
Dual Quaternion Ambisonics Array for Six-Degree-of-Freedom Acoustic Representation. CoRR abs/2204.01851 (2022) - [i5]Eleonora Lopez, Eleonora Grassucci, Martina Valleriani, Danilo Comminiello:
Multi-View Breast Cancer Classification via Hypercomplex Neural Networks. CoRR abs/2204.05798 (2022) - [i4]Eleonora Grassucci, Luigi Sigillo, Aurelio Uncini, Danilo Comminiello:
Hypercomplex Image-to-Image Translation. CoRR abs/2205.02087 (2022) - 2021
- [j1]Eleonora Grassucci, Danilo Comminiello, Aurelio Uncini:
An Information-Theoretic Perspective on Proper Quaternion Variational Autoencoders. Entropy 23(7): 856 (2021) - [c2]Eleonora Grassucci, Danilo Comminiello, Aurelio Uncini:
A Quaternion-Valued Variational Autoencoder. ICASSP 2021: 3310-3314 - [i3]Eleonora Grassucci, Edoardo Cicero, Danilo Comminiello:
Quaternion Generative Adversarial Networks. CoRR abs/2104.09630 (2021) - [i2]Eleonora Grassucci, Aston Zhang, Danilo Comminiello:
Lightweight Convolutional Neural Networks By Hypercomplex Parameterization. CoRR abs/2110.04176 (2021) - 2020
- [i1]Eleonora Grassucci, Danilo Comminiello, Aurelio Uncini:
Quaternion-Valued Variational Autoencoder. CoRR abs/2010.11647 (2020)
2010 – 2019
- 2017
- [c1]Eleonora Grassucci, Simone Scardapane, Danilo Comminiello, Aurelio Uncini:
Flexible Generative Adversarial Networks with Non-parametric Activation Functions. IIH-MSP (1) 2017: 67-77
Coauthor Index
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