Matteo Pennisi

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 22

Top Topics

Selective Attention

Knowledge Acquisition

Diffusion Models

Organ Segmentation

Top Venues

ICCV (Workshops)

Artif. Intell. Medicine

ICIAP Workshops (2)

Publications

Matteo Pennisi, Giovanni Bellitto, Simone Palazzo, Mubarak Shah, Concetto Spampinato
Diffexplainer: Towards Cross-modal Global Explanations with Diffusion Models. CoRR (2024)
Amelia Sorrenti, Giovanni Bellitto, Federica Proietto Salanitri, Matteo Pennisi, Simone Palazzo, Concetto Spampinato
Wake-Sleep Consolidated Learning. CoRR (2024)
Matteo Pennisi, Federica Proietto Salanitri, Giovanni Bellitto, Bruno Casella, Marco Aldinucci, Simone Palazzo, Concetto Spampinato
: Federated Learning through Experience Replay and privacy-preserving data synthesis. Comput. Vis. Image Underst. 238 (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)
Federica Proietto Salanitri, Giovanni Bellitto, Raffaele Mineo, Matteo Pennisi, Amelia Sorrenti, Salvatore Calcagno, Daniela Giordano, Simone Palazzo, Concetto Spampinato
Dynamic Graph Attention: Unraveling Spatio-Temporal Synchrony in EEG Data. BIBM (2023)
Amelia Sorrenti, Giovanni Bellitto, Federica Proietto Salanitri, Matteo Pennisi, Concetto Spampinato, Simone Palazzo
Selective Freezing for Efficient Continual Learning. ICCV (Workshops) (2023)
Matteo Pennisi, Federica Proietto Salanitri, Giovanni Bellitto, Concetto Spampinato, Simone Palazzo, Bruno Casella, Marco Aldinucci
Experience Replay as an Effective Strategy for Optimizing Decentralized Federated Learning. ICCV (Workshops) (2023)
Luca Palazzo, Matteo Pennisi, Giovanni Bellitto, Isaak Kavasidis
FeDZIO: Decentralized Federated Knowledge Distillation on Edge Devices. ICIAP Workshops (2) (2023)
Matteo Pennisi, Federica Proietto Salanitri, Giovanni Bellitto, Simone Palazzo, Ulas Bagci, Concetto Spampinato
A Privacy-Preserving Walk in the Latent Space of Generative Models for Medical Applications. MICCAI (3) (2023)
Matteo Pennisi, Federica Proietto Salanitri, Giovanni Bellitto, Simone Palazzo, Ulas Bagci, Concetto Spampinato
A Privacy-Preserving Walk in the Latent Space of Generative Models for Medical Applications. CoRR (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)
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 Pennisi, Federica Proietto Salanitri, Simone Palazzo, Carmelo Pino, Francesco Rundo, Daniela Giordano, Concetto Spampinato
GAN Latent Space Manipulation and Aggregation for Federated Learning in Medical Imaging. DeCaF/FAIR@MICCAI (2022)
Matteo Pennisi, Federica Proietto Salanitri, Giovanni Bellitto, Bruno Casella, Marco Aldinucci, Simone Palazzo, Concetto Spampinato
Decentralized Distributed Learning with Privacy-Preserving Data Synthesis. CoRR (2022)
Matteo Pennisi, Isaak Kavasidis, Concetto Spampinato, Vincenzo Schininà, Simone Palazzo, Francesco Rundo, Massimo Cristofaro, Paolo Campioni, Elisa Pianura, Federica Di Stefano, Ada Petrone, Fabrizio Albarello, Giuseppe Ippolito, Salvatore Cuzzocrea, Sabrina Conoci
An Explainable AI System for Automated COVID-19 Assessment and Lesion Categorization from CT-scans. CoRR (2021)
Iacopo Colonnelli, Barbara Cantalupo, Roberto Esposito, Matteo Pennisi, Concetto Spampinato, Marco Aldinucci
HPC Application Cloudification: The StreamFlow Toolkit (Invited Paper). PARMA-DITAM@HiPEAC (2021)
Matteo Pennisi, Simone Palazzo, Concetto Spampinato
Self-improving classification performance through GAN distillation. ICCVW (2021)
Iacopo Colonnelli, Barbara Cantalupo, Concetto Spampinato, Matteo Pennisi, Marco Aldinucci
Bringing AI pipelines onto cloud-HPC: setting a baseline for accuracy of COVID-19 AI diagnosis. CoRR (2021)
Matteo Pennisi, Isaak Kavasidis, Concetto Spampinato, Vincenzo Schininà, Simone Palazzo, Federica Proietto Salanitri, Giovanni Bellitto, Francesco Rundo, Marco Aldinucci, Massimo Cristofaro, Paolo Campioni, Elisa Pianura, Federica Di Stefano, Ada Petrone, Fabrizio Albarello, Giuseppe Ippolito, Salvatore Cuzzocrea, Sabrina Conoci
An explainable AI system for automated COVID-19 assessment and lesion categorization from CT-scans. Artif. Intell. Medicine 118 (2021)