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Matteo Boschini
Homepage:
https://mbosc.github.io/Position at AImageLab:
PastMemberDipartimento d'Ingegneria "Enzo Ferrari", Modena Italy
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
Research Activities
Publications
1 |
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
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2 | 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 |
3 |
Boschini, Matteo
"Apprendimento Continuo mediante Metodi Rehearsal"
2023
Other
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4 |
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
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5 | 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 |
6 | 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 |
7 | 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 |
8 |
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
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9 | 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 |
10 | 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 |