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; Porrello, Angelo; Vincenzi, Stefano; Ippoliti, Carla; Iapaolo, Federica; Conte, Annamaria; Calderara, Simone "Spotting Virus from Satellites: Modeling the Circulation of West Nile Virus Through Graph Neural Networks" IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, vol. 61, pp. 1 -1 , 2023 \| DOI: 10.1109/TGRS.2023.3293270 Journal
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, vol. 45, pp. 5497 -5512 , 2023 \| DOI: 10.1109/TPAMI.2022.3206549 Journal
3	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
4	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
5	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
6	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
7	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