Matteo Boschini

Matteo Boschini was a phd student and post-doctoral research fellow at AImageLab, working with professor Simone Calderara. Now at https://www.symboolic.com/

Research Projects

• Intelligent Secure Trustable Things

Research Activities

• General Continual Learning

Publications

1	DE PINTO, Marco; Coppi, Francesca; Spinella, Amelia; Pagnoni, Gianluca; Morgante, Vernizia; Macripò, Pierluca; Boschini, Matteo; Francesca Guerra, Anna; Tampieri, Francesca; Secchi, Ottavio; Orlandi, Martina; Amati, Gabriele; Lumetti, Federica; Sandri, Gilda; Rossi, Rosario; Boriani, Giuseppe; Mattioli, Anna Vittoria; Ferri, Clodoveo; Giuggioli, Dilia "The predictive role of the TAPSE/sPAP ratio for cardiovascular events and mortality in systemic sclerosis with pulmonary hypertension" FRONTIERS IN CARDIOVASCULAR MEDICINE, pp. 1 -13 , 2024 | DOI: 10.3389/fcvm.2024.1430903 Journal
2	Frascaroli, Emanuele; Benaglia, Riccardo; Boschini, Matteo; Moschella, Luca; Fiorini, Cosimo; Rodolà, Emanuele; Calderara, Simone "Latent spectral regularization for continual learning" PATTERN RECOGNITION LETTERS, vol. 184, pp. 119 -125 , 2024 | DOI: 10.1016/j.patrec.2024.06.020 Journal
3	Menabue, Martin; Frascaroli, Emanuele; Boschini, Matteo; Bonicelli, Lorenzo; Porrello, Angelo; Calderara, Simone "An Attention-based Representation Distillation Baseline for Multi-Label Continual Learning" Springer Nature - Lecture Notes in Computer Science (LNCS), Riva del Sole Resort & SPA, Castiglione della Pescaia (Grosseto), Tuscany, Italy, September 22 – 25, 2024, 2024 Conference
4	Menabue, Martin; Frascaroli, Emanuele; Boschini, Matteo; Sangineto, Enver; Bonicelli, Lorenzo; Porrello, Angelo; Calderara, Simone "Semantic Residual Prompts for Continual Learning" Proceedings of the 18th European Conference on Computer Vision, Milan, Italy, 29 Sep - 4 Oct, 2024, 2024 Conference
5	Coppi, F.; Tampieri, F.; Palazzi, G.; Boschini, M.; Gianluca, P.; Leo, G.; Morgante, V.; Melegari, G.; Arrotti, S.; Manenti, A.; Mattioli, A. V.; Boriani, G. "Letter to the Editor, regarding Rakha S, Hammad A, Elmarsafawy H, Korkor MS, et al. (2023). A deeper look into the functions of right ventricle using three-dimensional echocardiography: the forgotten ventricle in children with systemic lupus erythematosus. Eur J Pediatr. 182:2807–2819" EUROPEAN JOURNAL OF PEDIATRICS, vol. 183, pp. 973 -974 , 2023 | DOI: 10.1007/s00431-023-05303-7 Journal
6	Boschini, Matteo "Apprendimento Continuo mediante Metodi Rehearsal" 2023 Other
7	Boschini, Matteo; Bonicelli, Lorenzo; Buzzega, Pietro; Porrello, Angelo; Calderara, Simone "Class-Incremental Continual Learning into the eXtended DER-verse" IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, vol. 45, pp. 5497 -5512 , 2023 | DOI: 10.1109/TPAMI.2022.3206549 Journal
8	Bonicelli, Lorenzo; Boschini, Matteo; Porrello, Angelo; Spampinato, Concetto; Calderara, Simone "On the Effectiveness of Lipschitz-Driven Rehearsal in Continual Learning" Advances in Neural Information Processing Systems 35 (NeurIPS 2022), vol. 35, New Orleans, USA, 28 Nov 2022 - 09 Dec 2022, 2022 Conference
9	Boschini, Matteo; Bonicelli, Lorenzo; Porrello, Angelo; Bellitto, Giovanni; Pennisi, Matteo; Palazzo, Simone; Spampinato, Concetto; Calderara, Simone "Transfer without Forgetting" Proceedings of the 17th European Conference on Computer Vision, Tel Aviv, Israel, 23-27 Oct, 2022, 2022 Conference
10	Bellitto, Giovanni; Pennisi, Matteo; Palazzo, Simone; Bonicelli, Lorenzo; Boschini, Matteo; Calderara, Simone; Spampinato, Concetto "Effects of Auxiliary Knowledge on Continual Learning" Proceedings of the 26th International Conference on Pattern Recognition, vol. 2022-, Montréal, Canada, pp. 1357 -1363 , 21-25 Aug, 2022, 2022 | DOI: 10.1109/ICPR56361.2022.9956694 Conference
11	Boschini, Matteo; Buzzega, Pietro; Bonicelli, Lorenzo; Porrello, Angelo; Calderara, Simone "Continual semi-supervised learning through contrastive interpolation consistency" PATTERN RECOGNITION LETTERS, vol. 162, pp. 9 -14 , 2022 | DOI: 10.1016/j.patrec.2022.08.006 Journal
12	Buzzega, Pietro; Boschini, Matteo; Porrello, Angelo; Calderara, Simone "Rethinking Experience Replay: a Bag of Tricks for Continual Learning" Proceedings of the 25th International Conference on Pattern Recognition, Milan, Italy, pp. 2180 -2187 , 10-15 January 2021, 2020 | DOI: 10.1109/ICPR48806.2021.9412614 Conference
13	Buzzega, Pietro; Boschini, Matteo; Porrello, Angelo; Abati, Davide; Calderara, Simone "Dark Experience for General Continual Learning: a Strong, Simple Baseline" Advances in Neural Information Processing Systems 33 (NIPS 2020), vol. 2020-, Vancouver, Canada, 6-12 December 2020, 2020 Conference