Pietro Buzzega

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 16

Top Topics

Incremental Learning

Labeled Examples

Cerebellar Model Articulation Controller

Top Venues

IEEE Trans. Pattern Anal. Mach. Intell.

Pattern Recognit. Lett.

Publications

Riccardo Salami, Pietro Buzzega, Matteo Mosconi, Mattia Verasani, Simone Calderara
Reducing Bias in Federated Class-Incremental Learning with Hierarchical Generative Prototypes. CoRR (2024)
Riccardo Benaglia, Angelo Porrello, Pietro Buzzega, Simone Calderara, Rita Cucchiara
Trajectory Forecasting through Low-Rank Adaptation of Discrete Latent Codes. CoRR (2024)
Angelo Porrello, Lorenzo Bonicelli, Pietro Buzzega, Monica Millunzi, Simone Calderara, Rita Cucchiara
A Second-Order perspective on Compositionality and Incremental 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)
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)
Matteo Boschini, Pietro Buzzega, Lorenzo Bonicelli, Angelo Porrello, Simone Calderara
Continual semi-supervised learning through contrastive interpolation consistency. Pattern Recognit. Lett. 162 (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)
Stefano Vincenzi, Angelo Porrello, Pietro Buzzega, Marco Cipriano, Pietro Fronte, Roberto Cuccu, Carla Ippoliti, Annamaria Conte, Simone Calderara
The color out of space: learning self-supervised representations for Earth Observation imagery. 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)
Stefano Vincenzi, Angelo Porrello, Pietro Buzzega, Marco Cipriano, Pietro Fronte, Roberto Cuccu, Carla Ippoliti, Annamaria Conte, Simone Calderara
The color out of space: learning self-supervised representations for Earth Observation imagery. ICPR (2020)
Pietro Buzzega, Matteo Boschini, Angelo Porrello, Simone Calderara
Rethinking Experience Replay: a Bag of Tricks for Continual Learning. ICPR (2020)
Stefano Vincenzi, Angelo Porrello, Pietro Buzzega, Annamaria Conte, Carla Ippoliti, Luca Candeloro, Alessio Di Lorenzo, Andrea Capobianco Dondona, Simone Calderara
Spotting insects from satellites: modeling the presence of Culicoides imicola through Deep CNNs. CoRR (2019)
Angelo Porrello, Stefano Vincenzi, Pietro Buzzega, Simone Calderara, Annamaria Conte, Carla Ippoliti, Luca Candeloro, Alessio Di Lorenzo, Andrea Capobianco Dondona
Spotting Insects from Satellites: Modeling the Presence of Culicoides Imicola Through Deep CNNs. SITIS (2019)