Giovanni Bellitto

According to our database, Giovanni Bellitto authored at least 23 papers between 2020 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

<i>FedER</i>: Federated Learning through Experience Replay and privacy-preserving data synthesis.

Matteo Pennisi, Federica Proietto Salanitri, Giovanni Bellitto, Bruno Casella, Marco Aldinucci, Simone Palazzo, Concetto Spampinato

Comput. Vis. Image Underst., January, 2024

Selective Attention-based Modulation for Continual Learning.

Giovanni Bellitto, Federica Proietto Salanitri, Matteo Pennisi, Matteo Boschini, Angelo Porrello, Simone Calderara, Simone Palazzo, Concetto Spampinato

CoRR, 2024

Wake-Sleep Consolidated Learning.

Amelia Sorrenti, Giovanni Bellitto, Federica Proietto Salanitri, Matteo Pennisi, Simone Palazzo, Concetto Spampinato

CoRR, 2024

Coronary Artery Stenosis Assessment in X-Ray Angiography Through Spatio-Temporal Attention for Non-Invasive FFR and iFR Estimation.

Raffaele Mineo, Federica Proietto Salanitri, Giovanni Bellitto, Ovidio De Filippo, Fabrizio D'Ascenzo, Simone Palazzo, Concetto Spampinato

Proceedings of the 17th International Joint Conference on Biomedical Engineering Systems and Technologies, 2024

2023

On the Effectiveness of Equivariant Regularization for Robust Online Continual Learning.

Lorenzo Bonicelli, Matteo Boschini, Emanuele Frascaroli, Angelo Porrello, Matteo Pennisi, Giovanni Bellitto, Simone Palazzo, Concetto Spampinato, Simone Calderara

CoRR, 2023

TinyHD: Efficient Video Saliency Prediction with Heterogeneous Decoders using Hierarchical Maps Distillation.

Feiyan Hu, Simone Palazzo, Federica Proietto Salanitri, Giovanni Bellitto, Morteza Moradi, Concetto Spampinato, Kevin McGuinness

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2023

A Privacy-Preserving Walk in the Latent Space of Generative Models for Medical Applications.

Matteo Pennisi, Federica Proietto Salanitri, Giovanni Bellitto, Simone Palazzo, Ulas Bagci, Concetto Spampinato

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023

FeDZIO: Decentralized Federated Knowledge Distillation on Edge Devices.

Luca Palazzo, Matteo Pennisi, Giovanni Bellitto, Isaak Kavasidis

Proceedings of the Image Analysis and Processing - ICIAP 2023 Workshops, 2023

Selective Freezing for Efficient Continual Learning.

Amelia Sorrenti, Giovanni Bellitto, Federica Proietto Salanitri, Matteo Pennisi, Concetto Spampinato, Simone Palazzo

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Experience Replay as an Effective Strategy for Optimizing Decentralized Federated Learning.

Matteo Pennisi, Federica Proietto Salanitri, Giovanni Bellitto, Concetto Spampinato, Simone Palazzo, Bruno Casella, Marco Aldinucci

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Dynamic Graph Attention: Unraveling Spatio-Temporal Synchrony in EEG Data.

Federica Proietto Salanitri, Giovanni Bellitto, Raffaele Mineo, Matteo Pennisi, Amelia Sorrenti, Salvatore Calcagno, Daniela Giordano, Simone Palazzo, Concetto Spampinato

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2023

2022

Decentralized Distributed Learning with Privacy-Preserving Data Synthesis.

Matteo Pennisi, Federica Proietto Salanitri, Giovanni Bellitto, Bruno Casella, Marco Aldinucci, Simone Palazzo, Concetto Spampinato

CoRR, 2022

Effects of Auxiliary Knowledge on Continual Learning.

Giovanni Bellitto, Matteo Pennisi, Simone Palazzo, Lorenzo Bonicelli, Matteo Boschini, Simone Calderara, Concetto Spampinato

CoRR, 2022

Effects of Auxiliary Knowledge on Continual Learning.

Giovanni Bellitto, Matteo Pennisi, Simone Palazzo, Lorenzo Bonicelli, Matteo Boschini, Simone Calderara

Proceedings of the 26th International Conference on Pattern Recognition, 2022

Neural Transformers for Intraductal Papillary Mucosal Neoplasms (IPMN) Classification in MRI images.

Federica Proietto Salanitri, Giovanni Bellitto, Simone Palazzo, Ismail Irmakci, Michael B. Wallace, Candice W. Bolan, Megan Engels, Sanne Hoogenboom, Marco Aldinucci, Ulas Bagci, Daniela Giordano, Concetto Spampinato

Proceedings of the 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2022

Transfer Without Forgetting.

Matteo Boschini, Lorenzo Bonicelli, Angelo Porrello, Giovanni Bellitto, Matteo Pennisi, Simone Palazzo, Concetto Spampinato, Simone Calderara

Proceedings of the Computer Vision - ECCV 2022, 2022

2021

Hierarchical Domain-Adapted Feature Learning for Video Saliency Prediction.

Giovanni Bellitto, Federica Proietto Salanitri, Simone Palazzo, Francesco Rundo, Daniela Giordano, Concetto Spampinato

Int. J. Comput. Vis., 2021

Hierarchical 3D Feature Learning for Pancreas Segmentation.

Federica Proietto Salanitri, Giovanni Bellitto, Ismail Irmakci, Simone Palazzo, Ulas Bagci, Concetto Spampinato

CoRR, 2021

An explainable AI system for automated COVID-19 assessment and lesion categorization from CT-scans.

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

Artif. Intell. Medicine, 2021

Hierarchical 3D Feature Learning forPancreas Segmentation.

Federica Proietto Salanitri, Giovanni Bellitto, Ismail Irmakci, Simone Palazzo, Ulas Bagci, Concetto Spampinato

Proceedings of the Machine Learning in Medical Imaging - 12th International Workshop, 2021

Advanced Car Driving Assistant System: A Deep Non-local Pipeline Combined with 1D Dilated CNN for Safety Driving.

Francesco Rundo, Roberto Leotta, Francesca Trenta, Giovanni Bellitto, Federica Proietto Salanitri, Vincenzo Piuri, Angelo Genovese, Ruggero Donida Labati, Fabio Scotti, Concetto Spampinato, Sebastiano Battiato

Proceedings of the International Conference on Image Processing and Vision Engineering, 2021

2020

Video Saliency Detection with Domain Adaptation using Hierarchical Gradient Reversal Layers.

Giovanni Bellitto, Federica Proietto Salanitri, Simone Palazzo, Francesco Rundo, Daniela Giordano, Concetto Spampinato

CoRR, 2020

Deep Multi-stage Model for Automated Landmarking of Craniomaxillofacial CT Scans.

Simone Palazzo, Giovanni Bellitto, Luca Prezzavento, Francesco Rundo, Ulas Bagci, Daniela Giordano, Rosalia Leonardi, Concetto Spampinato

Proceedings of the 25th International Conference on Pattern Recognition, 2020