Aurelio Uncini

Pubblicazioni

Titolo Pubblicato in Anno
Efficient continual learning in neural networks with embedding regularization NEUROCOMPUTING 2020
Complex-valued neural networks with nonparametric activation functions IEEE TRANSACTIONS ON EMERGING TOPICS IN COMPUTATIONAL INTELLIGENCE 2020
Advanced sound classifiers and performance analyses for accurate audio-based construction project monitoring JOURNAL OF COMPUTING IN CIVIL ENGINEERING 2020
A CNN approach for audio classification in construction sites Progresses in Artificial Intelligence and Neural Systems 2020
Differentiable branching in deep networks for fast inference ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings 2020
Why should we add early exits to neural networks? COGNITIVE COMPUTATION 2020
Adaptive propagation graph convolutional network IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS 2020
Missing data imputation with adversarially-trained graph convolutional networks NEURAL NETWORKS 2020
Compressing deep-quaternion neural networks with targeted regularisation CAAI TRANSACTIONS ON INTELLIGENCE TECHNOLOGY 2020
Steady-state performance of an adaptive combined MISO filter using the multichannel affine projection algorithm ALGORITHMS 2019
Separation of drum and bass from monaural tracks Smart Innovation, Systems and Technologies 2019
On 4-dimensional hypercomplex algebras in adaptive signal processing Smart Innovation, Systems and Technologies 2019
Learning activation functions from data using cubic spline interpolation Smart Innovation, Systems and Technologies 2019
A low-complexity linear-in-the-parameters nonlinear filter for distorted speech signals Smart Innovation, Systems and Technologies 2019
Kafnets: Kernel-based non-parametric activation functions for neural networks NEURAL NETWORKS 2019
Frequency-domain adaptive filtering: from real to hypercomplex signal processing 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2019) 2019
SmartFog: Training the Fog for the energy-saving analytics of Smart-Meter data APPLIED SCIENCES 2019
Convex combination of spline adaptive filters Proceedings of the 27th European Signal Processing Conference (EUSIPCO2019) 2019
Widely linear kernels for complex-valued Kernel activation functions Proceedings 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) 2019
Quaternion convolutional neural networks for detection and localization of 3D sound events Proceedings 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) 2019

Gruppi di ricerca - Responsabile

ISPAMM - Intelligent Signal Processing and MulitiMedia

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