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Giovanni Bellitto
Giovanni Bellitto
Ph.D. student, University of Catania, Italy
Verified email at phd.unict.it - Homepage
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Hierarchical domain-adapted feature learning for video saliency prediction
G Bellitto, F Proietto Salanitri, S Palazzo, F Rundo, D Giordano, ...
International Journal of Computer Vision 129, 3216-3232, 2021
50*2021
An explainable AI system for automated COVID-19 assessment and lesion categorization from CT-scans
M Pennisi, I Kavasidis, C Spampinato, V Schinina, S Palazzo, FP Salanitri, ...
Artificial intelligence in medicine 118, 102114, 2021
382021
Transfer without forgetting
M Boschini, L Bonicelli, A Porrello, G Bellitto, M Pennisi, S Palazzo, ...
European Conference on Computer Vision, 692-709, 2022
232022
Hierarchical 3d feature learning forpancreas segmentation
F Proietto Salanitri, G Bellitto, I Irmakci, S Palazzo, U Bagci, C Spampinato
Machine Learning in Medical Imaging: 12th International Workshop, MLMI 2021 …, 2021
112021
TinyHD: efficient video saliency prediction with heterogeneous decoders using hierarchical maps distillation
F Hu, S Palazzo, FP Salanitri, G Bellitto, M Moradi, C Spampinato, ...
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer …, 2023
72023
Effects of auxiliary knowledge on continual learning
G Bellitto, M Pennisi, S Palazzo, L Bonicelli, M Boschini, S Calderara
2022 26th International Conference on Pattern Recognition (ICPR), 1357-1363, 2022
62022
Neural Transformers for Intraductal Papillary Mucosal Neoplasms (IPMN) Classification in MRI images
FP Salanitri, G Bellitto, S Palazzo, I Irmakci, M Wallace, C Bolan, M Engels, ...
2022 44th Annual International Conference of the IEEE Engineering in …, 2022
52022
Deep multi-stage model for automated landmarking of craniomaxillofacial CT Scans
S Palazzo, G Bellitto, L Prezzavento, F Rundo, U Bagci, D Giordano, ...
2020 25th International Conference on Pattern Recognition (ICPR), 9982-9987, 2021
32021
FedER: Federated Learning through Experience Replay and privacy-preserving data synthesis
M Pennisi, FP Salanitri, G Bellitto, B Casella, M Aldinucci, S Palazzo, ...
Computer Vision and Image Understanding 238, 103882, 2024
2*2024
A privacy-preserving walk in the latent space of generative models for medical applications
M Pennisi, F Proietto Salanitri, G Bellitto, S Palazzo, U Bagci, ...
International Conference on Medical Image Computing and Computer-Assisted …, 2023
22023
On the Effectiveness of Equivariant Regularization for Robust Online Continual Learning
L Bonicelli, M Boschini, E Frascaroli, A Porrello, M Pennisi, G Bellitto, ...
arXiv preprint arXiv:2305.03648, 2023
22023
Advanced car driving assistant system: A deep non-local pipeline combined with 1D dilated CNN for safety driving
F Rundo, R Leotta, F Trenta, G Bellitto, F Proietto Salanitri, V Piuri, ...
Proceedings of the International Conference on Image Processing and Vision …, 2021
12021
Diffexplainer: Towards Cross-modal Global Explanations with Diffusion Models
M Pennisi, G Bellitto, S Palazzo, M Shah, C Spampinato
arXiv preprint arXiv:2404.02618, 2024
2024
Selective Attention-based Modulation for Continual Learning
G Bellitto, FP Salanitri, M Pennisi, M Boschini, A Porrello, S Calderara, ...
arXiv preprint arXiv:2403.20086, 2024
2024
Wake-Sleep Consolidated Learning
A Sorrenti, G Bellitto, FP Salanitri, M Pennisi, S Palazzo, C Spampinato
arXiv preprint arXiv:2401.08623, 2023
2023
Dynamic Graph Attention: Unraveling Spatio-Temporal Synchrony in EEG Data
FP Salanitri, G Bellitto, R Mineo, M Pennisi, A Sorrenti, S Calcagno, ...
2023 IEEE International Conference on Bioinformatics and Biomedicine (BIBM …, 2023
2023
FeDZIO: Decentralized Federated Knowledge Distillation on Edge Devices
L Palazzo, M Pennisi, G Bellitto, I Kavasidis
International Conference on Image Analysis and Processing, 201-210, 2023
2023
Experience Replay as an Effective Strategy for Optimizing Decentralized Federated Learning
M Pennisi, FP Salanitri, G Bellitto, C Spampinato, S Palazzo, B Casella, ...
Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2023
2023
Selective Freezing for Efficient Continual Learning
A Sorrenti, G Bellitto, FP Salanitri, M Pennisi, C Spampinato, S Palazzo
Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2023
2023
Coronary Artery Stenosis Assessment in X-Ray Angiography Through Spatio-Temporal Attention for Non-Invasive FFR and iFR Estimation
R Mineo, FP Salanitri, G Bellitto, O De Filippo, F D’Ascenzo, S Palazzo, ...
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