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aurelio.uncini@uniroma1.it
Aurelio Uncini
Professore Ordinario
Struttura:
DIPARTIMENTO DI INGEGNERIA DELL'INFORMAZIONE, ELETTRONICA E TELECOMUNICAZIONI
E-mail:
aurelio.uncini@uniroma1.it
Pagina istituzionale corsi di laurea
Curriculum Sapienza
Pubblicazioni
Titolo
Pubblicato in
Anno
Dual quaternion ambisonics array for six-degree-of-freedom acoustic representation
PATTERN RECOGNITION LETTERS
2023
Continual learning with invertible generative models
NEURAL NETWORKS
2023
A probabilistic re-intepretation of confidence scores in multi-exit models
ENTROPY
2022
Efficient Sound Event Localization and Detection in the Quaternion Domain
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS. II, EXPRESS BRIEFS
2022
Pixle: a fast and effective black-box attack based on rearranging pixels
2022 International Joint Conference on Neural Networks (IJCNN)
2022
CoVal-SGAN: A Complex-Valued Spectral GAN architecture for the effective audio data augmentation in construction sites
Proceedings of 2022 International Joint Conference on Neural Networks (IJCNN)
2022
A New Class of Efficient Adaptive Filters for Online Nonlinear Modeling
IEEE TRANSACTIONS ON SYSTEMS, MAN, AND CYBERNETICS. SYSTEMS
2022
A Meta-Learning Approach for Training Explainable Graph Neural Networks
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS
2022
L3DAS22 CHALLENGE: LEARNING 3D AUDIO SOURCES IN A REAL OFFICE ENVIRONMENT
ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings
2022
Hypercomplex Image- to- Image Translation
Proceedings of the International Joint Conference on Neural Networks
2022
A multimodal deep network for the reconstruction of T2W MR images
Progresses in Artificial Intelligence and Neural Systems
2021
Efficient data augmentation using graph imputation neural networks
Progresses in Artificial Intelligence and Neural Systems
2021
Quaternion widely linear forecasting of air quality
Progresses in Artificial Intelligence and Neural Systems
2021
Deep recurrent neural networks for audio classification in construction sites
European Signal Processing Conference
2021
A wide multimodal dense U-net for fast magnetic resonance imaging
European Signal Processing Conference
2021
Bayesian Neural Networks with Maximum Mean Discrepancy regularization
NEUROCOMPUTING
2021
Deep Belief Network based audio classification for construction sites monitoring
EXPERT SYSTEMS WITH APPLICATIONS
2021
Flexible generative adversarial networks with non-parametric activation functions
Smart Innovation, Systems and Technologies
2021
A quaternion-valued variational autoencoder
ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings
2021
L3DAS21 challenge: machine learning for 3D audio signal processing
IEEE International Workshop on Machine Learning for Signal Processing, MLSP
2021
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Laboratori di ricerca
Intelligent Signal Processing and MulitiMedia Laboratory
© Università degli Studi di Roma "La Sapienza" - Piazzale Aldo Moro 5, 00185 Roma