Pietro Buzzega

26 papers A* 3A 1B 2Misc 1Journal 17Unranked 2
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
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 A* conf
Closed-Form Merging of Parameter-Efficient Modules for Federated Continual Learning.
ICLR
Riccardo Salami, Pietro Buzzega, Matteo Mosconi, Jacopo Bonato, Luigi Sabetta, Simone Calderara
2025 Misc conf
Intrinsic Training Signals for Federated Learning Aggregation.
ICIAP
Cosimo Fiorini, Matteo Mosconi, Pietro Buzzega, Riccardo Salami, Simone Calderara
2025 J jnl
Intrinsic Training Signals for Federated Learning Aggregation.
CoRR
Cosimo Fiorini, Matteo Mosconi, Pietro Buzzega, Riccardo Salami, Simone Calderara
2025 J jnl
Modular Embedding Recomposition for Incremental Learning.
CoRR
Aniello Panariello, Emanuele Frascaroli, Pietro Buzzega, Lorenzo Bonicelli, Angelo Porrello, Simone Calderara
2025 J jnl
Rethinking Layer-wise Model Merging through Chain of Merges.
CoRR
Pietro Buzzega, Riccardo Salami, Angelo Porrello, Simone Calderara
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 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 J jnl
Closed-form merging of parameter-efficient modules for Federated Continual Learning.
CoRR
Riccardo Salami, Pietro Buzzega, Matteo Mosconi, Jacopo Bonato, Luigi Sabetta, Simone Calderara
2024 J jnl
Reducing Bias in Federated Class-Incremental Learning with Hierarchical Generative Prototypes.
CoRR
Riccardo Salami, Pietro Buzzega, Matteo Mosconi, Mattia Verasani, Simone Calderara
2024 — conf
Trajectory Forecasting Through Low-Rank Adaptation of Discrete Latent Codes.
ICPR (16)
Riccardo Benaglia, Angelo Porrello, Pietro Buzzega, Simone Calderara, Rita Cucchiara
2024 J jnl
Trajectory Forecasting through Low-Rank Adaptation of Discrete Latent Codes.
CoRR
Riccardo Benaglia, Angelo Porrello, Pietro Buzzega, Simone Calderara, Rita Cucchiara
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
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
2021 J jnl
Weakly Supervised Continual Learning.
CoRR
Matteo Boschini, Pietro Buzzega, Lorenzo Bonicelli, Angelo Porrello, Simone Calderara
2020 A* conf
Dark Experience for General Continual Learning: a Strong, Simple Baseline.
NeurIPS
Pietro Buzzega, Matteo Boschini, Angelo Porrello, Davide Abati, Simone Calderara
2020 J jnl
Dark Experience for General Continual Learning: a Strong, Simple Baseline.
CoRR
Pietro Buzzega, Matteo Boschini, Angelo Porrello, Davide Abati, Simone Calderara
2020 B conf
Rethinking Experience Replay: a Bag of Tricks for Continual Learning.
ICPR
Pietro Buzzega, Matteo Boschini, Angelo Porrello, Simone Calderara
2020 J jnl
Rethinking Experience Replay: a Bag of Tricks for Continual Learning.
CoRR
Pietro Buzzega, Matteo Boschini, Angelo Porrello, Simone Calderara
2020 B conf
The color out of space: learning self-supervised representations for Earth Observation imagery.
ICPR
Stefano Vincenzi, Angelo Porrello, Pietro Buzzega, Marco Cipriano, Pietro Fronte, Roberto Cuccu, Carla Ippoliti, Annamaria Conte, Simone Calderara
2020 J jnl
The color out of space: learning self-supervised representations for Earth Observation imagery.
CoRR
Stefano Vincenzi, Angelo Porrello, Pietro Buzzega, Marco Cipriano, Pietro Fronte, Roberto Cuccu, Carla Ippoliti, Annamaria Conte, Simone Calderara
2019 — conf
Spotting Insects from Satellites: Modeling the Presence of Culicoides Imicola Through Deep CNNs.
SITIS
Angelo Porrello, Stefano Vincenzi, Pietro Buzzega, Simone Calderara, Annamaria Conte, Carla Ippoliti, Luca Candeloro, Alessio Di Lorenzo, Andrea Capobianco Dondona
2019 J jnl
Spotting insects from satellites: modeling the presence of Culicoides imicola through Deep CNNs.
CoRR
Stefano Vincenzi, Angelo Porrello, Pietro Buzzega, Annamaria Conte, Carla Ippoliti, Luca Candeloro, Alessio Di Lorenzo, Andrea Capobianco Dondona, Simone Calderara