Danilo Comminiello
Professore Associato
E-mail:
| Titolo | Pubblicato in | Anno |
|---|---|---|
| Dual quaternion rotational and translational equivariance in 3D rigid motion modelling | IEEE International Workshop on Machine Learning for Signal Processing, MLSP | 2023 |
| PHYDI. Initializing parameterized hypercomplex neural networks as identity functions | IEEE International Workshop on Machine Learning for Signal Processing, MLSP | 2023 |
| Quaternion anti-transfer learning for speech emotion recognition | IEEE Workshop on Applications of Signal Processing to Audio and Acoustics | 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 |
| Frequency-domain functional links for nonlinear feedback cancellation in hearing aids | ICASSPW 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing Workshops, Proceedings | 2023 |
| Hypercomplex multimodal emotion recognition from EEG and peripheral physiological signals | ICASSPW 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing Workshops, Proceedings | 2023 |
| Semantic Communications Based on Adaptive Generative Models and Information Bottleneck | IEEE COMMUNICATIONS MAGAZINE | 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 |
| Quaternion neural networks for multidimensional applications. An Overview | ICECS 2023 - 2023 30th IEEE International Conference on Electronics, Circuits and Systems: Technosapiens for Saving Humanity | 2023 |
| Overview of the L3DAS23 challenge on audio-visual extended reality | ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings | 2023 |
| DPPL hallway tracker: hospital contact tracing during the COVID-19 pandemic | Proceedings of the 9th Scholar’s Yearly Symposium of Technology, Engineering and Mathematics 2023 | 2023 |
| Quaternion generative adversarial networks | Generative Adversarial Learning: Architectures and Applications | 2022 |
| Efficient Sound Event Localization and Detection in the Quaternion Domain | IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS. II, EXPRESS BRIEFS | 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 |
| PHNNs: Lightweight Neural Networks via Parameterized Hypercomplex Convolutions | 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 |
His research interests concern circuits and algorithms for machine learning and deep learning, with particular focus on audio processing and biomedical imaging.
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