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Eleonora Grassucci
Eleonora Grassucci
Assistant Professor, Sapienza University of Rome
Email verificata su uniroma1.it - Home page
Titolo
Citata da
Citata da
Anno
Quaternion Generative Adversarial Networks
E Grassucci, E Cicero, D Comminiello
Generative Adversarial Learning: Architectures and Applications, Springer …, 2022
402022
Generative semantic communication: Diffusion models beyond bit recovery
E Grassucci, S Barbarossa, D Comminiello
arXiv preprint arXiv:2306.04321, 2023
392023
PHNNs: Lightweight neural networks via parameterized hypercomplex convolutions
E Grassucci, A Zhang, D Comminiello
IEEE Transactions on Neural Networks and Learning Systems, 1-13, 2022
322022
A quaternion-valued variational autoencoder
E Grassucci, D Comminiello, A Uncini
ICASSP 2021-2021 IEEE International Conference on Acoustics, Speech and …, 2021
252021
Semantic communications based on adaptive generative models and information bottleneck
S Barbarossa, D Comminiello, E Grassucci, F Pezone, S Sardellitti, ...
IEEE Communications Magazine 61 (11), 36-41, 2023
192023
Diffusion models for audio semantic communication
E Grassucci, C Marinoni, A Rodriguez, D Comminiello
ICASSP 2024-2024 IEEE International Conference on Acoustics, Speech and …, 2024
172024
Efficient sound event localization and detection in the quaternion domain
C Brignone, G Mancini, E Grassucci, A Uncini, D Comminiello
IEEE Transactions on Circuits and Systems II: Express Briefs 69 (5), 2453-2457, 2022
172022
Dual Quaternion Ambisonics Array for Six-Degree-of-Freedom Acoustic Representation
E Grassucci, G Mancini, C Brignone, A Uncini, D Comminiello
Pattern Recognition Letters 166 (February 2023), 24-30, 2022
142022
An information-theoretic perspective on proper quaternion variational autoencoders
E Grassucci, D Comminiello, A Uncini
Entropy 23 (7), 856, 2021
142021
Generative AI meets semantic communication: Evolution and revolution of communication tasks
E Grassucci, J Park, S Barbarossa, SL Kim, J Choi, D Comminiello
arXiv preprint arXiv:2401.06803, 2024
92024
Hypercomplex Image-to-Image Translation
E Grassucci, L Sigillo, A Uncini, D Comminiello
2022 International Joint Conference on Neural Networks (IJCNN), 1-8, 2022
92022
StawGAN: Structural-aware generative adversarial networks for infrared image translation
L Sigillo, E Grassucci, D Comminiello
2023 IEEE International Symposium on Circuits and Systems (ISCAS), 1-5, 2023
82023
Lightweight convolutional neural networks by hypercomplex parameterization
E Grassucci, A Zhang, D Comminiello
82021
Hypercomplex multimodal emotion recognition from EEG and peripheral physiological signals
E Lopez, E Chiarantano, E Grassucci, D Comminiello
2023 IEEE International Conference on Acoustics, Speech, and Signal …, 2023
72023
Exploring the vaccine conversation on TikTok in Italy: beyond classic vaccine stances
L Parisi, S Mulargia, F Comunello, V Bernardini, A Bussoletti, CR Nisi, ...
BMC Public Health 23 (1), 880, 2023
72023
Enhancing Semantic Communication with Deep Generative Models: An Overview
E Grassucci, Y Mitsufuji, P Zhang, D Comminiello
arXiv preprint arXiv:2309.02478, 2023
62023
GROUSE: A task and model agnostic wavelet-driven framework for medical imaging
E Grassucci, L Sigillo, A Uncini, D Comminiello
IEEE Signal Processing Letters, 2023
52023
Multi-view hypercomplex learning for breast cancer screening
E Lopez, E Grassucci, M Valleriani, D Comminiello
arXiv preprint arXiv:2204.05798, 2022
52022
Attention-map augmentation for hypercomplex breast cancer classification
E Lopez, F Betello, F Carmignani, E Grassucci, D Comminiello
Pattern Recognition Letters 182, 140-146, 2024
42024
Hypercomplex neural architectures for multi-view breast cancer classification
E Lopez, E Grassucci, M Valleriani, D Comminiello
cancer 4, 5, 2022
42022
Il sistema al momento non può eseguire l'operazione. Riprova più tardi.
Articoli 1–20