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Author

Giovanni Bellitto

Observed names: Bellitto, Giovanni, G. Bellitto
Observed institution: University of Catania
ORCID: 0000-0002-1333-8348
Observed ORCID: 0000-0002-1333-8348
OpenAlex ID: A5083136342
Hierarchical Domain-Adapted Feature Learning for Video Saliency Prediction
2021 · G. Bellitto, F. Proietto Salanitri, et al. · International Journal of Computer Vision · 76
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An explainable AI system for automated COVID-19 assessment and lesion categorization from CT-scans
2021 · Matteo Pennisi, Isaak Kavasidis, et al. · Artificial Intelligence in Medicine · 43
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Transfer Without Forgetting
2022 · Matteo Boschini, Lorenzo Bonicelli, et al. · Lecture notes in computer science · 41
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FedER: Federated Learning through Experience Replay and privacy-preserving data synthesis
2023 · Matteo Pennisi, Federica Proietto Salanitri, et al. · Computer Vision and Image Understanding · 19
Hierarchical 3D Feature Learning forPancreas Segmentation
2021 · Federica Proietto Salanitri, Giovanni Bellitto, et al. · Lecture notes in computer science · 19
TinyHD: Efficient Video Saliency Prediction with Heterogeneous Decoders using Hierarchical Maps Distillation
2023 · Feiyan Hu, Simone Palazzo, et al. · IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) · 18
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Neural Transformers for Intraductal Papillary Mucosal Neoplasms (IPMN) Classification in MRI images
2022 · F. Proietto Salanitri, G. Bellitto, et al. · Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society · 16
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Experience Replay as an Effective Strategy for Optimizing Decentralized Federated Learning
2023 · Matteo Pennisi, Federica Proietto Salanitri, et al. · IEEE/CVF International Conference on Computer Vision Workshops (ICCVW) · 12
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Selective Freezing for Efficient Continual Learning
2023 · Amelia Sorrenti, Giovanni Bellitto, et al. · IEEE/CVF International Conference on Computer Vision Workshops (ICCVW) · 12
A Convolutional-Transformer Model for FFR and iFR Assessment From Coronary Angiography
2024 · Raffaele Mineo, F. Proietto Salanitri, et al. · IEEE Transactions on Medical Imaging · 11
Text-Aligned Radar-Based Sign Language Recognition for Healthcare Communication
2025 · Raffaele Mineo, Amelia Sorrenti, et al. · IEEE/CVF International Conference on Computer Vision Workshops (ICCVW) · 10
Saliency-driven Experience Replay for Continual Learning
2024 · Giovanni Bellitto, Federica Salanitri, et al. · neural information processing systems · 9
The SignEval 2025 Challenge at the ICCV Multimodal Sign Language Recognition Workshop: Results and Discussion
2025 · Hamzah Luqman, Raffaele Mineo, et al. · IEEE/CVF International Conference on Computer Vision Workshops (ICCVW) · 8
Effects of Auxiliary Knowledge on Continual Learning
2022 · Giovanni Bellitto, Matteo Pennisi, et al. · Proceedings - International Conference on Pattern Recognition/Proceedings/International Conference on Pattern Recognition · 8
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Deep Multi-stage Model for Automated Landmarking of Craniomaxillofacial CT Scans
2021 · S. Palazzo, G. Bellitto, et al. · Proceedings - International Conference on Pattern Recognition/Proceedings/International Conference on Pattern Recognition · 6
Wake-Sleep Consolidated Learning
2024 · Amelia Sorrenti, Giovanni Bellitto, et al. · IEEE Transactions on Neural Networks and Learning Systems · 5
A Privacy-Preserving Walk in the Latent Space of Generative Models for Medical Applications
2023 · Matteo Pennisi, Federica Proietto Salanitri, et al. · Lecture notes in computer science · 5
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Video Saliency Detection with Domain Adaptation using Hierarchical Gradient Reversal Layers.
2020 · Giovanni Bellitto, Federica Proietto Salanitri, et al. · arXiv (Cornell University) · 4
SAM-guided prompt learning for Multiple Sclerosis lesion segmentation
2025 · Federica Proietto Salanitri, Giovanni Bellitto, et al. · Pattern Recognition Letters · 3
FedRewind: Rewinding Continual Model Exchange for Decentralized Federated Learning
2024 · Luca Palazzo, Matteo Pennisi, et al. · Lecture notes in computer science · 3
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Coronary Artery Stenosis Assessment in X-Ray Angiography Through Spatio-Temporal Attention for Non-Invasive FFR and iFR Estimation
2024 · Raffaele Mineo, Federica Proietto Salanitri, et al. · International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC) · 2
Dynamic Graph Attention: Unraveling Spatio-Temporal Synchrony in EEG Data
2023 · Federica Proietto Salanitri, Giovanni Bellitto, et al. · IEEE International Conference on Bioinformatics and Biomedicine (BIBM) · 2
Pre-Forgettable Models: Prompt Learning as a Native Mechanism for Unlearning
2025 · Rutger Hendrix, Giovanni Patanè, et al. · ACM International Conference on Multimedia (ACM MM) · 1
Learning Joint Text and Visual Tokens in CLIP for Medical Image Analysis
2025 · Raffaele Mineo, Giovanni Bellitto, et al. · 1
Continual Learning Strategies for Personalized Mental Well-being Monitoring from Mobile Sensing Data
2025 · Giovanni Patanè, Amelia Sorrenti, et al. · 1
Works count: 53
Citation count: 342
H-index: 10
I10-index: 11
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