11573/1741098 - 2025 -
Gramian multimodal representation learning and alignment Cicchetti, Giordano; Grassucci, Eleonora; Sigillo, Luigi; Comminiello, Danilo - 04b Atto di convegno in volume
congresso: International Conference on Learning Representations (ICLR 2025) (Singapore; Republic of Singapore)
libro: Proceedings of International Conference on Learning Representations (ICLR 2025) - ()
11573/1741100 - 2025 -
Lightweight Diffusion Models for Resource-Constrained Semantic Communication Grassucci, Eleonora; Pignata, Giovanni; Cicchetti, Giordano; Comminiello, Danilo - 01a Articolo in rivista
rivista: IEEE WIRELESS COMMUNICATIONS LETTERS (USA: IEEE Institute of Electrical and Electronics Engineers) pp. - - issn: 2162-2337 - wos: (0) - scopus: (0)
11573/1741102 - 2025 -
Optimal fusion β-quaternion filtering from delayed observations and packet losses with compensation strategy under properness Jiménez-López, Jd; Fernández-Alcalá, Rm; Gutiérrez-Trujillo, F; Grassucci, E; Comminiello, D - 01a Articolo in rivista
rivista: SYSTEMS SCIENCE & CONTROL ENGINEERING (Taylor & Francis) pp. - - issn: 2164-2583 - wos: WOS:001449331900001 (0) - scopus: 2-s2.0-105004645394 (0)
11573/1739492 - 2025 -
Generalizing medical image representations via quaternion wavelet networks Sigillo, Luigi; Grassucci, Eleonora; Uncini, Aurelio; Comminiello, Danilo - 01a Articolo in rivista
rivista: NEUROCOMPUTING (Elsevier BV:PO Box 211, 1000 AE Amsterdam Netherlands:011 31 20 4853757, 011 31 20 4853642, 011 31 20 4853641, EMAIL: nlinfo-f@elsevier.nl, INTERNET: http://www.elsevier.nl, Fax: 011 31 20 4853598) pp. - - issn: 0925-2312 - wos: WOS:001469482100001 (0) - scopus: 2-s2.0-105002227923 (0)
11573/1741088 - 2024 -
Demystifying the Hypercomplex: Inductive biases in hypercomplex deep learning [Hypercomplex Signal and Image Processing] Comminiello, Danilo; Grassucci, Eleonora; Mandic, Danilo P.; Uncini, Aurelio - 01a Articolo in rivista
rivista: IEEE SIGNAL PROCESSING MAGAZINE (IEEE / Institute of Electrical and Electronics Engineers Incorporated:445 Hoes Lane:Piscataway, NJ 08854:(800)701-4333, (732)981-0060, EMAIL: subscription-service@ieee.org, INTERNET: http://www.ieee.org, Fax: (732)981-9667) pp. 59-71 - issn: 1053-5888 - wos: (0) - scopus: 2-s2.0-85201599167 (0)
11573/1725064 - 2024 -
Towards explaining hypercomplex neural networks Lopez, E.; Grassucci, E.; Capriotti, D.; Comminiello, D. - 04b Atto di convegno in volume
congresso: 2024 International Joint Conference on Neural Networks, IJCNN 2024 (Yokohama; Japan)
libro: Proceedings of the International Joint Conference on Neural Networks - (9798350359312)
11573/1709447 - 2024 -
Attention-map augmentation for hypercomplex breast cancer classification Lopez, Eleonora; Betello, Filippo; Carmignani, Federico; Grassucci, Eleonora; Comminiello, Danilo - 01a Articolo in rivista
rivista: PATTERN RECOGNITION LETTERS (Elsevier BV:PO Box 211, 1000 AE Amsterdam Netherlands:011 31 20 4853757, 011 31 20 4853642, 011 31 20 4853641, EMAIL: nlinfo-f@elsevier.nl, INTERNET: http://www.elsevier.nl, Fax: 011 31 20 4853598) pp. - - issn: 0167-8655 - wos: WOS:001241411900001 (9) - scopus: 2-s2.0-85191528613 (9)
11573/1741104 - 2024 -
Semantic communications. Theories, technologies and applications Ping, Zhang; Guangming, Shi; Shuguang, Cui; Zhaoyang, Zhang; Niu, Kai; Yong, Xiao; Zhijin, Qin; Jincheng, Dai; Shuo, Shao; Gündüz, Deniz; Grassucci, Eleonora - 01a Articolo in rivista
rivista: CHINA COMMUNICATIONS (Bejing, China, China Institute of Communications) pp. - - issn: 1673-5447 - wos: WOS:001277987800001 (0) - scopus: (0)
11573/1695674 - 2023 -
Semantic Communications Based on Adaptive Generative Models and Information Bottleneck Barbarossa, Sergio; Comminiello, Danilo; Grassucci, Eleonora; Pezone, Francesco; Sardellitti, Stefania; Di Lorenzo, Paolo - 01a Articolo in rivista
rivista: IEEE COMMUNICATIONS MAGAZINE (IEEE / Institute of Electrical and Electronics Engineers Incorporated:445 Hoes Lane:Piscataway, NJ 08854:(800)701-4333, (732)981-0060, EMAIL: subscription-service@ieee.org, INTERNET: http://www.ieee.org, Fax: (732)981-9667) pp. 36-41 - issn: 0163-6804 - wos: WOS:001189253000009 (13) - scopus: 2-s2.0-85172784611 (19)
11573/1669169 - 2023 -
Dual quaternion ambisonics array for six-degree-of-freedom acoustic representation Grassucci, E.; Mancini, G.; Brignone, C.; Uncini, A.; Comminiello, D. - 01a Articolo in rivista
rivista: PATTERN RECOGNITION LETTERS (Elsevier BV:PO Box 211, 1000 AE Amsterdam Netherlands:011 31 20 4853757, 011 31 20 4853642, 011 31 20 4853641, EMAIL: nlinfo-f@elsevier.nl, INTERNET: http://www.elsevier.nl, Fax: 011 31 20 4853598) pp. 24-30 - issn: 0167-8655 - wos: WOS:000920683000001 (10) - scopus: 2-s2.0-85145774706 (13)
11573/1693469 - 2023 -
GROUSE. A task and model agnostic wavelet-driven framework for medical imaging Grassucci, Eleonora; Sigillo, Luigi; Uncini, Aurelio; Comminiello, Danilo - 01a Articolo in rivista
rivista: IEEE SIGNAL PROCESSING LETTERS (IEEE / Institute of Electrical and Electronics Engineers Incorporated:445 Hoes Lane:Piscataway, NJ 08854:(800)701-4333, (732)981-0060, EMAIL: subscription-service@ieee.org, INTERNET: http://www.ieee.org, Fax: (732)981-9667) pp. 1397-1401 - issn: 1070-9908 - wos: WOS:001086210700001 (4) - scopus: 2-s2.0-85174843341 (6)
11573/1693887 - 2023 -
Hypercomplex multimodal emotion recognition from EEG and peripheral physiological signals Lopez, E.; Chiarantano, E.; Grassucci, E.; Comminiello, D. - 04b Atto di convegno in volume
congresso: 2023 IEEE International Conference on Acoustics, Speech and Signal Processing Workshops, ICASSPW 2023 (Rhodes; Greece)
libro: ICASSPW 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing Workshops, Proceedings - (979-8-3503-0261-5)
11573/1693477 - 2023 -
PHYDI. Initializing parameterized hypercomplex neural networks as identity functions Mancanelli, M.; Grassucci, E.; Uncini, A.; Comminiello, D. - 04b Atto di convegno in volume
congresso: 33rd IEEE International Workshop on Machine Learning for Signal Processing, MLSP 2023 (Rome; Italy)
libro: IEEE International Workshop on Machine Learning for Signal Processing, MLSP - (979-8-3503-2411-2)
11573/1679634 - 2023 -
Exploring the vaccine conversation on TikTok in Italy: beyond classic vaccine stances Parisi, Lorenza; Mulargia, Simone; Comunello, Francesca; Bernardini, Vittoria; Bussoletti, Arianna; Nisi, Carla Rita; Russo, Luisa; Campagna, Ilaria; Lanfranchi, Barbara; Croci, Ileana; Grassucci, Eleonora; Gesualdo, Francesco - 01a Articolo in rivista
rivista: BMC PUBLIC HEALTH (London: BioMed Central, 2001-) pp. 1-13 - issn: 1471-2458 - wos: WOS:000986365200004 (5) - scopus: 2-s2.0-85159739356 (5)
11573/1693480 - 2023 -
StawGAN: Structural-Aware Generative Adversarial Networks for Infrared Image Translation Sigillo, L.; Grassucci, E.; Comminiello, D. - 04b Atto di convegno in volume
congresso: 56th IEEE International Symposium on Circuits and Systems, ISCAS 2023 (Monterey, USA)
libro: Proceedings - IEEE International Symposium on Circuits and Systems - (978-1-6654-5109-3)
11573/1693467 - 2023 -
Sailing the SeaFormer. A transformer-based model for vessel route forecasting Sigillo, L.; Marzilli, A.; Moretti, D.; Grassucci, E.; Greco, C.; Comminiello, D. - 04b Atto di convegno in volume
congresso: 33rd IEEE International Workshop on Machine Learning for Signal Processing, MLSP 2023 (Rome; Italy)
libro: IEEE International Workshop on Machine Learning for Signal Processing, MLSP - (979-8-3503-2411-2)
11573/1693475 - 2023 -
Dual quaternion rotational and translational equivariance in 3D rigid motion modelling Vieira, G.; Grassucci, E.; Valle, M. E.; Comminiello, D. - 04b Atto di convegno in volume
congresso: 33rd IEEE International Workshop on Machine Learning for Signal Processing, MLSP 2023 (Rome; Italy)
libro: IEEE International Workshop on Machine Learning for Signal Processing, MLSP - (979-8-3503-2411-2)
11573/1634356 - 2022 -
Efficient Sound Event Localization and Detection in the Quaternion Domain Brignone, Christian; Mancini, Gioia; Grassucci, Eleonora; Uncini, Aurelio; Comminiello, Danilo - 01a Articolo in rivista
rivista: IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS. II, EXPRESS BRIEFS (Piscataway, NJ : Institute of Electrical and Electronics Engineers, c2004-) pp. 2453-2457 - issn: 1549-7747 - wos: WOS:000790814000017 (9) - scopus: 2-s2.0-85126716404 (13)
11573/1610924 - 2022 -
Quaternion generative adversarial networks Grassucci, Eleonora; Cicero, Edoardo; Comminiello, Danilo - 02a Capitolo o Articolo
libro: Generative Adversarial Learning: Architectures and Applications - (978-3-030-91389-2; 978-3-030-91390-8)
Grassucci, Eleonora; Sigillo, Luigi; Uncini, Aurelio; Comminiello, Danilo - 04b Atto di convegno in volume
congresso: 2022 International Joint Conference on Neural Networks, IJCNN 2022 (Padua; Italy)
libro: Proceedings of the International Joint Conference on Neural Networks - (978-1-7281-8671-9)
11573/1665641 - 2022 -
PHNNs: Lightweight Neural Networks via Parameterized Hypercomplex Convolutions Grassucci, Eleonora; Zhang, Aston; Comminiello, Danilo - 01a Articolo in rivista
rivista: IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS (Piscataway, NJ : Institute of Electrical and Electronics Engineeers) pp. 1-13 - issn: 2162-237X - wos: WOS:000899972600001 (23) - scopus: 2-s2.0-85144770762 (21)
11573/1606209 - 2021 -
A quaternion-valued variational autoencoder Grassucci, E.; Comminiello, D.; Uncini, A. - 04b Atto di convegno in volume
congresso: 2021 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2021 (Toronto; Canada)
libro: ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings - (978-1-7281-7605-5)
11573/1606334 - 2021 -
An information-theoretic perspective on proper quaternion variational autoencoders Grassucci, E.; Comminiello, D.; Uncini, A. - 01a Articolo in rivista
rivista: ENTROPY (Basel : MDPI, 1999-) pp. 1-17 - issn: 1099-4300 - wos: WOS:000676553300001 (13) - scopus: 2-s2.0-85110766164 (16)
11573/1547542 - 2021 -
Flexible generative adversarial networks with non-parametric activation functions Grassucci, E.; Scardapane, S.; Comminiello, D.; Uncini, A. - 02a Capitolo o Articolo
libro: Smart Innovation, Systems and Technologies - (978-981-15-5092-8; 978-981-15-5093-5)