Matteo Boschini

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 21

Top Topics

Driven Learning

Supervised Learning

Selective Attention

Learning Problems

Top Venues

Pattern Recognit. Lett.

Publications

Emanuele Frascaroli, Riccardo Benaglia, Matteo Boschini, Luca Moschella, Cosimo Fiorini, Emanuele Rodolà, Simone Calderara
Latent spectral regularization for continual learning. Pattern Recognit. Lett. 184 (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)
Giovanni Bellitto, Federica Proietto Salanitri, Matteo Pennisi, Matteo Boschini, Angelo Porrello, Simone Calderara, Simone Palazzo, Concetto Spampinato
Selective Attention-based Modulation for Continual 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)
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)
Emanuele Frascaroli, Riccardo Benaglia, Matteo Boschini, Luca Moschella, Cosimo Fiorini, Emanuele Rodolà, Simone Calderara
CaSpeR: Latent Spectral Regularization for 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)
Matteo Boschini, Pietro Buzzega, Lorenzo Bonicelli, Angelo Porrello, Simone Calderara
Weakly Supervised Continual Learning. CoRR (2021)
Pietro Buzzega, Matteo Boschini, Angelo Porrello, Davide Abati, Simone Calderara
Dark Experience for General Continual Learning: a Strong, Simple Baseline. CoRR (2020)
Pietro Buzzega, Matteo Boschini, Angelo Porrello, Davide Abati, Simone Calderara
Dark Experience for General Continual Learning: a Strong, Simple Baseline. NeurIPS (2020)
Pietro Buzzega, Matteo Boschini, Angelo Porrello, Simone Calderara
Rethinking Experience Replay: a Bag of Tricks for Continual Learning. CoRR (2020)
Pietro Buzzega, Matteo Boschini, Angelo Porrello, Simone Calderara
Rethinking Experience Replay: a Bag of Tricks for Continual Learning. ICPR (2020)
Matteo Boschini, Matteo Poggi, Stefano Mattoccia
Improving the reliability of 3D people tracking system by means of deep-learning. IC3D (2016)