Aurelio Uncini

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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