Lorenzo Bonicelli

34 papers A* 4A 3B 1Journal 20Unranked 5
YearRankTypeTitle / Venue / Authors
2026 J jnl
Dataless Weight Disentanglement in Task Arithmetic via Kronecker-Factored Approximate Curvature.
CoRR
Angelo Porrello, Pietro Buzzega, Felix Dangel, Thomas Sommariva, Riccardo Salami, Lorenzo Bonicelli, Simone Calderara
2026 J jnl
EARL: Embracing amnesic replay for learning with noisy labels.
Pattern Recognit.
Monica Millunzi, Lorenzo Bonicelli, Angelo Porrello, Jacopo Credi, Petter N. Kolm, Simone Calderara
2025 A* conf
A Second-Order Perspective on Model Compositionality and Incremental Learning.
ICLR
Angelo Porrello, Lorenzo Bonicelli, Pietro Buzzega, Monica Millunzi, Simone Calderara, Rita Cucchiara
2025 J jnl
Continual Facial Features Transfer for Facial Expression Recognition.
IEEE Trans. Affect. Comput.
Rahul Singh Maharjan, Lorenzo Bonicelli, Marta Romeo, Simone Calderara, Angelo Cangelosi, Rita Cucchiara
2025 — —
Continual Learning in Scenari Realistici: dai domini naturali a quelli specializzati.
Lorenzo Bonicelli
2025 J jnl
Modular Embedding Recomposition for Incremental Learning.
CoRR
Aniello Panariello, Emanuele Frascaroli, Pietro Buzzega, Lorenzo Bonicelli, Angelo Porrello, Simone Calderara
2025 A conf
Towards Unbiased Continual Learning: Avoiding Forgetting in the Presence of Spurious Correlations.
WACV
Giacomo Capitani, Lorenzo Bonicelli, Angelo Porrello, Federico Bolelli, Simone Calderara, Elisa Ficarra
2025 A* conf
Update Your Transformer to the Latest Release: Re-Basin of Task Vectors.
ICML
Filippo Rinaldi, Giacomo Capitani, Lorenzo Bonicelli, Donato Crisostomi, Federico Bolelli, Elisa Ficarra, Emanuele Rodolà, Simone Calderara, Angelo Porrello
2025 J jnl
Update Your Transformer to the Latest Release: Re-Basin of Task Vectors.
CoRR
Filippo Rinaldi, Giacomo Capitani, Lorenzo Bonicelli, Donato Crisostomi, Federico Bolelli, Elisa Ficarra, Emanuele Rodolà, Simone Calderara, Angelo Porrello
2024 J jnl
A Second-Order perspective on Compositionality and Incremental Learning.
CoRR
Angelo Porrello, Lorenzo Bonicelli, Pietro Buzzega, Monica Millunzi, Simone Calderara, Rita Cucchiara
2024 — conf
An Attention-Based Representation Distillation Baseline for Multi-label Continual Learning.
LOD (1)
Martin Menabue, Emanuele Frascaroli, Matteo Boschini, Lorenzo Bonicelli, Angelo Porrello, Simone Calderara
2024 J jnl
An Attention-based Representation Distillation Baseline for Multi-Label Continual Learning.
CoRR
Martin Menabue, Emanuele Frascaroli, Matteo Boschini, Lorenzo Bonicelli, Angelo Porrello, Simone Calderara
2024 — conf
Beyond the Surface: A Comprehensive Analysis of Implicit Bias in Vision-Language Models.
ECCV Workshops (21)
Giacomo Capitani, Alice Lucarini, Lorenzo Bonicelli, Federico Bolelli, Simone Calderara, Loris Vezzali, Elisa Ficarra
2024 A conf
CLIP with Generative Latent Replay: a Strong Baseline for Incremental Learning.
BMVC
Emanuele Frascaroli, Aniello Panariello, Pietro Buzzega, Lorenzo Bonicelli, Angelo Porrello, Simone Calderara
2024 J jnl
CLIP with Generative Latent Replay: a Strong Baseline for Incremental Learning.
CoRR
Emanuele Frascaroli, Aniello Panariello, Pietro Buzzega, Lorenzo Bonicelli, Angelo Porrello, Simone Calderara
2024 A conf
May the Forgetting Be with You: Alternate Replay for Learning with Noisy Labels.
BMVC
Monica Millunzi, Lorenzo Bonicelli, Angelo Porrello, Jacopo Credi, Petter N. Kolm, Simone Calderara
2024 J jnl
May the Forgetting Be with You: Alternate Replay for Learning with Noisy Labels.
CoRR
Monica Millunzi, Lorenzo Bonicelli, Angelo Porrello, Jacopo Credi, Petter N. Kolm, Simone Calderara
2024 A* conf
Saliency-driven Experience Replay for Continual Learning.
NeurIPS
Giovanni Bellitto, Federica Proietto Salanitri, Matteo Pennisi, Matteo Boschini, Lorenzo Bonicelli, Angelo Porrello, Simone Calderara, Simone Palazzo, Concetto Spampinato
2024 — conf
Semantic Residual Prompts for Continual Learning.
ECCV (61)
Martin Menabue, Emanuele Frascaroli, Matteo Boschini, Enver Sangineto, Lorenzo Bonicelli, Angelo Porrello, Simone Calderara
2024 J jnl
Semantic Residual Prompts for Continual Learning.
CoRR
Martin Menabue, Emanuele Frascaroli, Matteo Boschini, Enver Sangineto, Lorenzo Bonicelli, Angelo Porrello, Simone Calderara
2023 J jnl
Class-Incremental Continual Learning Into the eXtended DER-Verse.
IEEE Trans. Pattern Anal. Mach. Intell.
Matteo Boschini, Lorenzo Bonicelli, Pietro Buzzega, Angelo Porrello, Simone Calderara
2023 — conf
Novel continual learning techniques on noisy label datasets.
Ital-IA
Monica Millunzi, Lorenzo Bonicelli, Alberto Zurli, Alessio Salman, Jacopo Credi, Simone Calderara
2023 J jnl
On the Effectiveness of Equivariant Regularization for Robust Online Continual Learning.
CoRR
Lorenzo Bonicelli, Matteo Boschini, Emanuele Frascaroli, Angelo Porrello, Matteo Pennisi, Giovanni Bellitto, Simone Palazzo, Concetto Spampinato, Simone Calderara
2023 J jnl
Spotting Virus From Satellites: Modeling the Circulation of West Nile Virus Through Graph Neural Networks.
IEEE Trans. Geosci. Remote. Sens.
Lorenzo Bonicelli, Angelo Porrello, Stefano Vincenzi, Carla Ippoliti, Federica Iapaolo, Annamaria Conte, Simone Calderara
2022 J jnl
Class-Incremental Continual Learning into the eXtended DER-verse.
CoRR
Matteo Boschini, Lorenzo Bonicelli, Pietro Buzzega, Angelo Porrello, Simone Calderara
2022 J jnl
Continual semi-supervised learning through contrastive interpolation consistency.
Pattern Recognit. Lett.
Matteo Boschini, Pietro Buzzega, Lorenzo Bonicelli, Angelo Porrello, Simone Calderara
2022 B conf
Effects of Auxiliary Knowledge on Continual Learning.
ICPR
Giovanni Bellitto, Matteo Pennisi, Simone Palazzo, Lorenzo Bonicelli, Matteo Boschini, Simone Calderara
2022 J jnl
Effects of Auxiliary Knowledge on Continual Learning.
CoRR
Giovanni Bellitto, Matteo Pennisi, Simone Palazzo, Lorenzo Bonicelli, Matteo Boschini, Simone Calderara, Concetto Spampinato
2022 A* conf
On the Effectiveness of Lipschitz-Driven Rehearsal in Continual Learning.
NeurIPS
Lorenzo Bonicelli, Matteo Boschini, Angelo Porrello, Concetto Spampinato, Simone Calderara
2022 J jnl
On the Effectiveness of Lipschitz-Driven Rehearsal in Continual Learning.
CoRR
Lorenzo Bonicelli, Matteo Boschini, Angelo Porrello, Concetto Spampinato, Simone Calderara
2022 J jnl
Spotting Virus from Satellites: Modeling the Circulation of West Nile Virus Through Graph Neural Networks.
CoRR
Lorenzo Bonicelli, Angelo Porrello, Stefano Vincenzi, Carla Ippoliti, Federica Iapaolo, Annamaria Conte, Simone Calderara
2022 — conf
Transfer Without Forgetting.
ECCV (23)
Matteo Boschini, Lorenzo Bonicelli, Angelo Porrello, Giovanni Bellitto, Matteo Pennisi, Simone Palazzo, Concetto Spampinato, Simone Calderara
2022 J jnl
Transfer without Forgetting.
CoRR
Matteo Boschini, Lorenzo Bonicelli, Angelo Porrello, Giovanni Bellitto, Matteo Pennisi, Simone Palazzo, Concetto Spampinato, Simone Calderara
2021 J jnl
Weakly Supervised Continual Learning.
CoRR
Matteo Boschini, Pietro Buzzega, Lorenzo Bonicelli, Angelo Porrello, Simone Calderara