Lorenzo Bonicelli

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 18

Top Topics

Incremental Learning

West Nile Virus

Learning Process

Supervised Learning

Top Venues

IEEE Trans. Geosci. Remote. Sens.

IEEE Trans. Pattern Anal. Mach. Intell.

Publications

Angelo Porrello, Lorenzo Bonicelli, Pietro Buzzega, Monica Millunzi, Simone Calderara, Rita Cucchiara
A Second-Order perspective on Compositionality and Incremental Learning. CoRR (2024)
Martin Menabue, Emanuele Frascaroli, Matteo Boschini, Lorenzo Bonicelli, Angelo Porrello, Simone Calderara
An Attention-based Representation Distillation Baseline for Multi-Label Continual Learning. CoRR (2024)
Emanuele Frascaroli, Aniello Panariello, Pietro Buzzega, Lorenzo Bonicelli, Angelo Porrello, Simone Calderara
CLIP with Generative Latent Replay: a Strong Baseline for Incremental Learning. CoRR (2024)
Martin Menabue, Emanuele Frascaroli, Matteo Boschini, Enver Sangineto, Lorenzo Bonicelli, Angelo Porrello, Simone Calderara
Semantic Residual Prompts for Continual Learning. CoRR (2024)
Matteo Boschini, Lorenzo Bonicelli, Pietro Buzzega, Angelo Porrello, Simone Calderara
Class-Incremental Continual Learning Into the eXtended DER-Verse. IEEE Trans. Pattern Anal. Mach. Intell. 45 (5) (2023)
Monica Millunzi, Lorenzo Bonicelli, Alberto Zurli, Alessio Salman, Jacopo Credi, Simone Calderara
Novel continual learning techniques on noisy label datasets. Ital-IA (2023)
Lorenzo Bonicelli, Angelo Porrello, Stefano Vincenzi, Carla Ippoliti, Federica Iapaolo, Annamaria Conte, Simone Calderara
Spotting Virus From Satellites: Modeling the Circulation of West Nile Virus Through Graph Neural Networks. IEEE Trans. Geosci. Remote. Sens. 61 (2023)
Lorenzo Bonicelli, Matteo Boschini, Emanuele Frascaroli, Angelo Porrello, Matteo Pennisi, Giovanni Bellitto, Simone Palazzo, Concetto Spampinato, Simone Calderara
On the Effectiveness of Equivariant Regularization for Robust Online Continual Learning. CoRR (2023)
Matteo Boschini, Lorenzo Bonicelli, Angelo Porrello, Giovanni Bellitto, Matteo Pennisi, Simone Palazzo, Concetto Spampinato, Simone Calderara
Transfer without Forgetting. CoRR (2022)
Giovanni Bellitto, Matteo Pennisi, Simone Palazzo, Lorenzo Bonicelli, Matteo Boschini, Simone Calderara
Effects of Auxiliary Knowledge on Continual Learning. ICPR (2022)
Lorenzo Bonicelli, Matteo Boschini, Angelo Porrello, Concetto Spampinato, Simone Calderara
On the Effectiveness of Lipschitz-Driven Rehearsal in Continual Learning. CoRR (2022)
Matteo Boschini, Lorenzo Bonicelli, Angelo Porrello, Giovanni Bellitto, Matteo Pennisi, Simone Palazzo, Concetto Spampinato, Simone Calderara
Transfer Without Forgetting. ECCV (23) (2022)
Giovanni Bellitto, Matteo Pennisi, Simone Palazzo, Lorenzo Bonicelli, Matteo Boschini, Simone Calderara, Concetto Spampinato
Effects of Auxiliary Knowledge on Continual Learning. CoRR (2022)
Matteo Boschini, Pietro Buzzega, Lorenzo Bonicelli, Angelo Porrello, Simone Calderara
Continual semi-supervised learning through contrastive interpolation consistency. Pattern Recognit. Lett. 162 (2022)
Lorenzo Bonicelli, Matteo Boschini, Angelo Porrello, Concetto Spampinato, Simone Calderara
On the Effectiveness of Lipschitz-Driven Rehearsal in Continual Learning. NeurIPS (2022)
Matteo Boschini, Lorenzo Bonicelli, Pietro Buzzega, Angelo Porrello, Simone Calderara
Class-Incremental Continual Learning into the eXtended DER-verse. CoRR (2022)
Lorenzo Bonicelli, Angelo Porrello, Stefano Vincenzi, Carla Ippoliti, Federica Iapaolo, Annamaria Conte, Simone Calderara
Spotting Virus from Satellites: Modeling the Circulation of West Nile Virus Through Graph Neural Networks. CoRR (2022)
Matteo Boschini, Pietro Buzzega, Lorenzo Bonicelli, Angelo Porrello, Simone Calderara
Weakly Supervised Continual Learning. CoRR (2021)