| 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 |
| 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 | 5 | 2022 |
| Stochastic Coherence Over Attention Trajectory For Continuous Learning In Video Streams M Tiezzi, S Marullo, L Faggi, E Meloni, A Betti, S Melacci arXiv preprint arXiv:2204.12193, 2022 | 5 | 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 | 5 | 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 | 3 | 2022 |
| Foveated Neural Computation M Tiezzi, S Marullo, A Betti, E Meloni, L Faggi, M Gori, S Melacci Joint European Conference on Machine Learning and Knowledge Discovery in …, 2022 | 3 | 2022 |
| 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 |
| Developing Constrained Neural Units Over Time A Betti, M Gori, S Marullo, S Melacci 2020 International Joint Conference on Neural Networks (IJCNN), 1-8, 2020 | 3 | 2020 |
| 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 | 2 | 2023 |
| Continual Memory Neurons M Tiezzi, S Marullo, F Becattini, S Melacci | 1 | 2023 |
| Partime: Scalable and parallel processing over time with deep neural networks E Meloni, L Faggi, S Marullo, A Betti, M Tiezzi, M Gori, S Melacci 2022 21st IEEE International Conference on Machine Learning and Applications …, 2022 | 1 | 2022 |
| Neural Time-Reversed Generalized Riccati Equation A Betti, M Casoni, M Gori, S Marullo, S Melacci, M Tiezzi Proceedings of the AAAI Conference on Artificial Intelligence 38 (8), 7935-7942, 2024 | | 2024 |
| Opening machine eyes over time: input tuning and motion-driven learning S Marullo | | 2024 |
Stefano MelacciAssociate Professor, University of Siena, ItalyVahvistettu sähköpostiosoite verkkotunnuksessa diism.unisi.it
