| Inductive–transductive learning with graph neural networks A Rossi, M Tiezzi, GM Dimitri, M Bianchini, M Maggini, F Scarselli Artificial Neural Networks in Pattern Recognition: 8th IAPR TC3 Workshop …, 2018 | 41 | 2018 |
| Graph neural networks for graph drawing M Tiezzi, G Ciravegna, M Gori IEEE Transactions on Neural Networks and Learning Systems 35 (4), 4668-4681, 2022 | 26 | 2022 |
| Deep constraint-based propagation in graph neural networks M Tiezzi, G Marra, S Melacci, M Maggini IEEE Transactions on Pattern Analysis and Machine Intelligence 44 (2), 727-739, 2021 | 25* | 2021 |
| Local Propagation in Constraint-based Neural Network G Marra, M Tiezzi, S Melacci, A Betti, M Maggini, M Gori 2020 International Joint Conference on Neural Networks (IJCNN), 1-8, 2020 | 15 | 2020 |
| Sailenv: Learning in virtual visual environments made simple E Meloni, L Pasqualini, M Tiezzi, M Gori, S Melacci 2020 25th International Conference on Pattern Recognition (ICPR), 8906-8913, 2021 | 14 | 2021 |
| Focus of Attention Improves Information Transfer in Visual Features M Tiezzi, S Melacci, A Betti, M Maggini, M Gori NeurIPS 2020, 2020 | 14 | 2020 |
| A Lagrangian Approach to Information Propagation in Graph Neural Networks M Tiezzi, G Marra, S Melacci, M Maggini, M Gori European Conference on Artificial Intelligence ECAI2020, 2020 | 14 | 2020 |
| Stochastic Coherence Over Attention Trajectory For Continuous Learning In Video Streams M Tiezzi, S Marullo, L Faggi, E Meloni, A Betti, S Melacci IJCAI2022 - Thirty-First International Joint Conference on Artificial …, 2022 | 11 | 2022 |
| Continual unsupervised learning for optical flow estimation with deep networks S Marullo, M Tiezzi, A Betti, L Faggi, E Meloni, S Melacci Conference on Lifelong Learning Agents, 183-200, 2022 | 10 | 2022 |
| Evaluating continual learning algorithms by generating 3d virtual environments E Meloni, A Betti, L Faggi, S Marullo, M Tiezzi, S Melacci International Workshop on Continual Semi-Supervised Learning, 62-74, 2021 | 8 | 2021 |
| Continual learning through hamilton equations A Betti, L Faggi, M Gori, M Tiezzi, S Marullo, E Meloni, S Melacci Conference on Lifelong Learning Agents, 201-212, 2022 | 7 | 2022 |
| On the resurgence of recurrent models for long sequences: Survey and research opportunities in the transformer era M Tiezzi, M Casoni, A Betti, T Guidi, M Gori, S Melacci arXiv preprint arXiv:2402.08132, 2024 | 6 | 2024 |
| Messing up 3d virtual environments: Transferable adversarial 3d objects E Meloni, M Tiezzi, L Pasqualini, M Gori, S Melacci 2021 20th IEEE International Conference on Machine Learning and Applications …, 2021 | 6 | 2021 |
| Friendly training: Neural networks can adapt data to make learning easier S Marullo, M Tiezzi, M Gori, S Melacci 2021 International Joint Conference on Neural Networks (IJCNN), 1-8, 2021 | 6 | 2021 |
| Foveated Neural Computation M Tiezzi, S Marullo, A Betti, E Meloni, L Faggi, M Gori, S Melacci European Conference on Machine Learning and Principles and Practice of …, 2022 | 5 | 2022 |
| Continual Learning with Pretrained Backbones by Tuning in the Input Space S Marullo, M Tiezzi, M Gori, S Melacci, T Tuytelaars 2023 International Joint Conference on Neural Networks (IJCNN), 1-9, 2023 | 4 | 2023 |
| Vulgaris: Analysis of a corpus for middle-age varieties of italian language A Zugarini, M Tiezzi, M Maggini Proceedings of the 7th Workshop on NLP for Similar Languages, Varieties and …, 2020 | 4 | 2020 |
| Being friends instead of adversaries: Deep networks learn from data simplified by other networks S Marullo, M Tiezzi, M Gori, S Melacci Proceedings of the AAAI Conference on Artificial Intelligence 36 (7), 7728-7735, 2022 | 3 | 2022 |
| Video surveillance of highway traffic events by deep learning architectures M Tiezzi, S Melacci, M Maggini, A Frosini Artificial Neural Networks and Machine Learning–ICANN 2018: 27th …, 2018 | 3 | 2018 |
| Continual neural computation M Tiezzi, S Marullo, F Becattini, S Melacci Joint European Conference on Machine Learning and Knowledge Discovery in …, 2024 | 2 | 2024 |
Stefano MelacciAssociate Professor, University of Siena, ItalyEmail verificata su unisi.it
