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 U-Net Based Architecture for Automatic Music Transcription 2023 IEEE 33rd International Workshop on Machine Learning for Signal Processing (MLSP) 2023
GROUSE. A task and model agnostic wavelet-driven framework for medical imaging IEEE SIGNAL PROCESSING LETTERS 2023
PHYDI. Initializing parameterized hypercomplex neural networks as identity functions IEEE International Workshop on Machine Learning for Signal Processing, MLSP 2023
Leaky Echo State Network for Audio Classification in Construction Sites Smart Innovation, Systems and Technologies 2023
Generating New Sounds by Vector Arithmetic in the Latent Space of the MelGAN Architecture Smart Innovation, Systems and Technologies 2023
Quaternion gated recurrent units for renewable energy. Improving power forecasting Proceedings of the 30th IEEE International Conference on Electronics, Circuits and Systems (ICECS 2023) 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

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