Unimore logo AImageLab
 Lorenzo Bonicelli

Lorenzo Bonicelli

Position at AImageLab:

PhD Student
Dipartimento di Ingegneria "Enzo Ferrari"

Email:

lorenzo_DOT_bonicelli_AT_unimore_DOT_it

Lorenzo Bonicelli


Research Activities


Publications

1 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), New Orleans, 28 Nov 2022 - 09 Dec 2022, 2022 Conference
2 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, pp. 1 -16 , 2022 | DOI: 10.1109/TPAMI.2022.3206549 Journal
3 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
4 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, Montréal, Canada, 21-25 Aug, 2022, 2022 Conference
5 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
6 Bonicelli, L.; Trachtman, A. R.; Rosamilia, A.; Liuzzo, G.; Hattab, J.; Alcaraz, E. M.; Del Negro, E.; Vincenzi, S.; Dondona, A. C.; Calderara, S.; Marruchella, G. "Training convolutional neural networks to score pneumonia in slaughtered pigs" ANIMALS, vol. 11, pp. 3290 -3303 , 2021 | DOI: 10.3390/ani11113290 Journal