| An Explainable AI System for Automated COVID-19 Assessment and Lesion Categorization from CT-scans M Pennisi, I Kavasidis, C Spampinato, V Schinina, S Palazzo, FP Salanitri, ... Artificial Intelligence in Medicine, 102114, 2021 | 38 | 2021 |
| Transfer without forgetting M Boschini, L Bonicelli, A Porrello, G Bellitto, M Pennisi, S Palazzo, ... Computer Vision–ECCV 2022: 17th European Conference, Tel Aviv, Israel …, 2022 | 23 | 2022 |
| HPC application cloudification: The StreamFlow toolkit I Colonnelli, B Cantalupo, R Esposito, M Pennisi, C Spampinato, ... 12th Workshop on Parallel Programming and Run-Time Management Techniques for …, 2021 | 12 | 2021 |
| Effects of auxiliary knowledge on continual learning G Bellitto, M Pennisi, S Palazzo, L Bonicelli, M Boschini, S Calderara 2022 26th International Conference on Pattern Recognition (ICPR), 1357-1363, 2022 | 6 | 2022 |
| Self-improving classification performance through GAN distillation M Pennisi, S Palazzo, C Spampinato Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2021 | 6 | 2021 |
| Gan latent space manipulation and aggregation for federated learning in medical imaging M Pennisi, F Proietto Salanitri, S Palazzo, C Pino, F Rundo, D Giordano, ... International Workshop on Distributed, Collaborative, and Federated Learning …, 2022 | 5 | 2022 |
| FedER: Federated Learning through Experience Replay and privacy-preserving data synthesis M Pennisi, FP Salanitri, G Bellitto, B Casella, M Aldinucci, S Palazzo, ... Computer Vision and Image Understanding 238, 103882, 2024 | 2* | 2024 |
| A privacy-preserving walk in the latent space of generative models for medical applications M Pennisi, F Proietto Salanitri, G Bellitto, S Palazzo, U Bagci, ... International Conference on Medical Image Computing and Computer-Assisted …, 2023 | 2 | 2023 |
| On the Effectiveness of Equivariant Regularization for Robust Online Continual Learning L Bonicelli, M Boschini, E Frascaroli, A Porrello, M Pennisi, G Bellitto, ... arXiv preprint arXiv:2305.03648, 2023 | 2 | 2023 |
| Bringing AI pipelines onto cloud-HPC: setting a baseline for accuracy of COVID-19 AI diagnosis I Colonnelli, B Cantalupo, C Spampinato, M Pennisi, M Aldinucci arXiv preprint arXiv:2108.01033, 2021 | 2 | 2021 |
| Diffexplainer: Towards Cross-modal Global Explanations with Diffusion Models M Pennisi, G Bellitto, S Palazzo, M Shah, C Spampinato arXiv preprint arXiv:2404.02618, 2024 | | 2024 |
| Selective Attention-based Modulation for Continual Learning G Bellitto, FP Salanitri, M Pennisi, M Boschini, A Porrello, S Calderara, ... arXiv preprint arXiv:2403.20086, 2024 | | 2024 |
| Wake-Sleep Consolidated Learning A Sorrenti, G Bellitto, FP Salanitri, M Pennisi, S Palazzo, C Spampinato arXiv preprint arXiv:2401.08623, 2023 | | 2023 |
| Dynamic Graph Attention: Unraveling Spatio-Temporal Synchrony in EEG Data FP Salanitri, G Bellitto, R Mineo, M Pennisi, A Sorrenti, S Calcagno, ... 2023 IEEE International Conference on Bioinformatics and Biomedicine (BIBM …, 2023 | | 2023 |
| FeDZIO: Decentralized Federated Knowledge Distillation on Edge Devices L Palazzo, M Pennisi, G Bellitto, I Kavasidis International Conference on Image Analysis and Processing, 201-210, 2023 | | 2023 |
| Experience Replay as an Effective Strategy for Optimizing Decentralized Federated Learning M Pennisi, FP Salanitri, G Bellitto, C Spampinato, S Palazzo, B Casella, ... Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2023 | | 2023 |
| Selective Freezing for Efficient Continual Learning A Sorrenti, G Bellitto, FP Salanitri, M Pennisi, C Spampinato, S Palazzo Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2023 | | 2023 |
