| Quaternion Generative Adversarial Networks E Grassucci, E Cicero, D Comminiello Generative Adversarial Learning: Architectures and Applications, Springer …, 2022 | 32 | 2022 |
| PHNNs: Lightweight neural networks via parameterized hypercomplex convolutions E Grassucci, A Zhang, D Comminiello IEEE Transactions on Neural Networks and Learning Systems, 1-13, 2022 | 23 | 2022 |
| Generative semantic communication: Diffusion models beyond bit recovery E Grassucci, S Barbarossa, D Comminiello arXiv preprint arXiv:2306.04321, 2023 | 22 | 2023 |
| A quaternion-valued variational autoencoder E Grassucci, D Comminiello, A Uncini ICASSP 2021-2021 IEEE International Conference on Acoustics, Speech and …, 2021 | 17 | 2021 |
| Semantic communications based on adaptive generative models and information bottleneck S Barbarossa, D Comminiello, E Grassucci, F Pezone, S Sardellitti, ... IEEE Communications Magazine 61 (11), 36-41, 2023 | 13 | 2023 |
| Efficient sound event localization and detection in the quaternion domain C Brignone, G Mancini, E Grassucci, A Uncini, D Comminiello IEEE Transactions on Circuits and Systems II: Express Briefs 69 (5), 2453-2457, 2022 | 12 | 2022 |
| An information-theoretic perspective on proper quaternion variational autoencoders E Grassucci, D Comminiello, A Uncini Entropy 23 (7), 856, 2021 | 12 | 2021 |
| Dual Quaternion Ambisonics Array for Six-Degree-of-Freedom Acoustic Representation E Grassucci, G Mancini, C Brignone, A Uncini, D Comminiello Pattern Recognition Letters 166 (February 2023), 24-30, 2022 | 10 | 2022 |
| Hypercomplex Image-to-Image Translation E Grassucci, L Sigillo, A Uncini, D Comminiello 2022 International Joint Conference on Neural Networks (IJCNN), 1-8, 2022 | 9 | 2022 |
| Lightweight convolutional neural networks by hypercomplex parameterization E Grassucci, A Zhang, D Comminiello | 7 | 2021 |
| Diffusion models for audio semantic communication E Grassucci, C Marinoni, A Rodriguez, D Comminiello ICASSP 2024-2024 IEEE International Conference on Acoustics, Speech and …, 2024 | 5 | 2024 |
| Exploring the vaccine conversation on TikTok in Italy: beyond classic vaccine stances L Parisi, S Mulargia, F Comunello, V Bernardini, A Bussoletti, CR Nisi, ... BMC Public Health 23 (1), 880, 2023 | 5 | 2023 |
| StawGAN: Structural-aware generative adversarial networks for infrared image translation L Sigillo, E Grassucci, D Comminiello 2023 IEEE International Symposium on Circuits and Systems (ISCAS), 1-5, 2023 | 4 | 2023 |
| GROUSE: A task and model agnostic wavelet-driven framework for medical imaging E Grassucci, L Sigillo, A Uncini, D Comminiello IEEE Signal Processing Letters, 2023 | 3 | 2023 |
| Hypercomplex neural architectures for multi-view breast cancer classification E Lopez, E Grassucci, M Valleriani, D Comminiello arXiv preprint arXiv:2204.05798, 2022 | 3 | 2022 |
| Generative AI Meets Semantic Communication: Evolution and Revolution of Communication Tasks E Grassucci, J Park, S Barbarossa, SL Kim, J Choi, D Comminiello arXiv preprint arXiv:2401.06803, 2024 | 2 | 2024 |
| Sailing the Seaformer: A Transformer-Based Model for Vessel Route Forecasting L Sigillo, A Marzilli, D Moretti, E Grassucci, C Greco, D Comminiello 2023 IEEE 33rd International Workshop on Machine Learning for Signal …, 2023 | 2 | 2023 |
| Enhancing Semantic Communication with Deep Generative Models: An Overview E Grassucci, Y Mitsufuji, P Zhang, D Comminiello arXiv preprint arXiv:2309.02478, 2023 | 2 | 2023 |
| Hypercomplex Multimodal Emotion Recognition from EEG and Peripheral Physiological Signals E Lopez, E Chiarantano, E Grassucci, D Comminiello 2023 IEEE International Conference on Acoustics, Speech, and Signal …, 2023 | 2 | 2023 |
| Flexible generative adversarial networks with non-parametric activation functions E Grassucci, S Scardapane, D Comminiello, A Uncini Progresses in Artificial Intelligence and Neural Systems, 67-77, 2021 | 2 | 2021 |
Danilo ComminielloAssociate Professor at Sapienza University of RomeEmail verificata su uniroma1.it
