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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 "Continual Learning in Scenari Realistici: dai domini naturali a quelli specializzati" 2025 Other
2 Menabue, M.; Frascaroli, E.; Boschini, M.; Sangineto, E.; Bonicelli, L.; Porrello, A.; Calderara, S. "Semantic Residual Prompts for Continual Learning" Proceedings of the European Conference on Computer Vision 2024, vol. 15119 LNCS, Milano, Italy, pp. 1 -18 , 29/11-4/10, 2024, 2025 | DOI: 10.1007/978-3-031-73030-6_1 Conference
3 Capitani, Giacomo; Bonicelli, Lorenzo; Porrello, Angelo; Bolelli, Federico; Calderara, Simone; Ficarra, Elisa "Towards Unbiased Continual Learning: Avoiding Forgetting in the Presence of Spurious Correlations" Proceedings of IEEE/CVF Winter Conference on Applications of Computer Vision 2025, Tucson, Arizona, Feb 28 - Mar 4, 2025 Conference
4 Bellitto, Giovanni; Proietto Salanitri, Federica; Pennisi, Matteo; Boschini, Matteo; Bonicelli, Lorenzo; Porrello, Angelo; Calderara, Simone; Palazzo, Simone; Spampinato, Concetto "Saliency-driven Experience Replay for Continual Learning" Proceedings of the 38th Conference on Neural Information Processing Systems, NeurIPS 2024, vol. 37, Vancouver, CANADA, Dec. 9-15, 2024, 2024 Conference
5 Millunzi, Monica; Bonicelli, Lorenzo; Porrello, Angelo; Credi, Jacopo; Kolm, Petter N.; Calderara, Simone "May the Forgetting Be with You: Alternate Replay for Learning with Noisy Labels" Proceedings of the 35th British Machine Vision Conference, Glasgow, UK, 25th - 28th November 2024, 2024 Conference
6 Frascaroli, Emanuele; Panariello, Aniello; Buzzega, Pietro; Bonicelli, Lorenzo; Porrello, Angelo; Calderara, Simone "CLIP with Generative Latent Replay: a Strong Baseline for Incremental Learning" Proceedings of the 35th British Machine Vision Conference, Glasgow, UK, 25th - 28th November 2024, 2024 Conference
7 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
8 Capitani, Giacomo; Lucarini, Alice; Bonicelli, Lorenzo; Bolelli, Federico; Calderara, Simone; Vezzali, Loris; Ficarra, Elisa "Beyond the Surface: Comprehensive Analysis of Implicit Bias in Vision-Language Models" ECCV 2024 - European Conference on Computer Vision, Milan, Italy, 29 Sep-4 Oct 2024, 2024 Conference
9 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
10 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
11 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
12 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
13 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, ECCV 2022, vol. 13683 LNCS, Tel Aviv, Israel, pp. 692 -709 , 23-27 Oct, 2022, 2022 | DOI: 10.1007/978-3-031-20050-2_40 Conference
14 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
15 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
16 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