Aurelio Uncini | Ricerc@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

Laboratori di ricerca

Intelligent Signal Processing and MulitiMedia Laboratory