Giovanni Bellitto

53 papers A* 2A 1B 4Journal 26Unranked 19

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Decoding attention from the visual cortex: fMRI-based prediction of human saliency maps. Pattern Recognit. Lett. Salvatore Calcagno, Marco Finocchiaro, Giovanni Bellitto, Concetto Spampinato, Federica Proietto Salanitri
2026	J	`jnl`	Dream2Learn: Structured Generative Dreaming for Continual Learning. CoRR Salvatore Calcagno, Matteo Pennisi, Federica Proietto Salanitri, Amelia Sorrenti, Simone Palazzo, Concetto Spampinato, Giovanni Bellitto
2026	J	`jnl`	Learning long- and short-term dynamics for human attention prediction using large video models. Comput. Vis. Image Underst. Morteza Moradi, Mohammad Moradi, Ali Borji, Federica Proietto Salanitri, Giovanni Bellitto, Francesco Rundo, Simone Palazzo, Concetto Spampinato
2026	J	`jnl`	Routing without Forgetting. CoRR Alessio Masano, Giovanni Bellitto, Dipam Goswani, Joost van de Weijer, Concetto Spampinato
2026	J	`jnl`	SAM-guided prompt learning for Multiple Sclerosis lesion segmentation. Pattern Recognit. Lett. Federica Proietto Salanitri, Giovanni Bellitto, Salvatore Calcagno, Ulas Bagci, Concetto Spampinato, Manuela Pennisi
2025	—	`ed.`	Artificial Intelligence in Pancreatic Disease Detection and Diagnosis, and Personalized Incremental Learning in Medicine - First International Workshop, AIPAD 2024 and First International Workshop, PILM 2024, Held in Conjunction with MICCAI 2024, Marrakesh, Morocco, October 10, 2024, Proceedings AIPAD/PILM@MICCAI Federica Proietto Salanitri, Serestina Viriri, Ulas Bagci, Pallavi Tiwari, Boqing Gong, Concetto Spampinato, Simone Palazzo, Giovanni Bellitto, Nancy Zlatintsi, Panagiotis Paraskevas Filntisis, Cecilia S. Lee, Aaron Y. Lee
2025	—	`conf`	B-Cos Networks as an Architectural Inductive Bias for Mitigating Catastrophic Forgetting. ICCVW Amelia Sorrenti, Giovanni Bellitto, Salvatore Calcagno, Rutger Hendrix, Concetto Spampinato, Simone Palazzo
2025	—	`conf`	Conditional Visuo-Textual Prompt Learning for Medical Image Analysis. ISBI Raffaele Mineo, Giovanni Bellitto, Federica Proietto Salanitri, Rutger Hendrix, Ulas Bagci, Daniela Giordano, Concetto Spampinato, Simone Palazzo
2025	J	`jnl`	DEXTER: Diffusion-Guided EXplanations with TExtual Reasoning for Vision Models. CoRR Simone Carnemolla, Matteo Pennisi, Sarinda Samarasinghe, Giovanni Bellitto, Simone Palazzo, Daniela Giordano, Mubarak Shah, Concetto Spampinato
2025	J	`jnl`	DiffExplainer: Towards cross-modal global explanations with diffusion models. Comput. Vis. Image Underst. Matteo Pennisi, Giovanni Bellitto, Simone Palazzo, Isaak Kavasidis, Mubarak Shah, Concetto Spampinato
2025	—	`conf`	Learning Joint Text and Visual Tokens in CLIP for Medical Image Analysis. MCHM@MM Raffaele Mineo, Giovanni Bellitto, Federica Proietto Salanitri, Rutger Hendrix, Concetto Spampinato, Simone Palazzo
2025	A*	`conf`	Pre-Forgettable Models: Prompt Learning as a Native Mechanism for Unlearning. ACM Multimedia Rutger Hendrix, Giovanni Patanè, Leonardo G. Russo, Simone Carnemolla, Federica Proietto Salanitri, Giovanni Bellitto, Concetto Spampinato, Matteo Pennisi
2025	J	`jnl`	Pre-Forgettable Models: Prompt Learning as a Native Mechanism for Unlearning. CoRR Rutger Hendrix, Giovanni Patanè, Leonardo G. Russo, Simone Carnemolla, Giovanni Bellitto, Federica Proietto Salanitri, Concetto Spampinato, Matteo Pennisi
2025	—	`conf`	Text-Aligned Radar-Based Sign Language Recognition for Healthcare Communication. ICCVW Raffaele Mineo, Amelia Sorrenti, Gaia Caligiore, Federica Proietto Salanitri, Giovanni Bellitto, Senya Polikovsky, Sabina Fontana, Egidio Ragonese, Concetto Spampinato, Simone Palazzo
2025	—	`conf`	The SignEval 2025 Challenge at the ICCV Multimodal Sign Language Recognition Workshop: Results and Discussion. ICCVW Hamzah Luqman, Raffaele Mineo, Murtadha Aljubran, Ahmed Abul Hasanaath, Amelia Sorrenti, Sarah N. Alyami, Sadam Al-Azani, Maad Alowaifeer, JiHwan Moon, Vaclav Javorek, Tomas Zelezný, Marek Hrúz, Gaia Caligiore, Silvio Giancola, Senya Polikovsky, Motaz Alfarraj, Sabina Fontana, Mufti Mahmud, Muhammad Haris Khan, Kamrul Islam, Sevgi Zubyede Gurbuz, Egidio Ragonese, Giovanni Bellitto, Federica Proietto Salanitri, Concetto Spampinato, Simone Palazzo
2025	J	`jnl`	Wake-Sleep Consolidated Learning. IEEE Trans. Neural Networks Learn. Syst. Amelia Sorrenti, Giovanni Bellitto, Federica Proietto Salanitri, Matteo Pennisi, Simone Palazzo, Concetto Spampinato
2025	J	`jnl`	Zero-Shot Decentralized Federated Learning. CoRR Alessio Masano, Matteo Pennisi, Federica Proietto Salanitri, Concetto Spampinato, Giovanni Bellitto
2025	B	`conf`	Zero-shot Decentralized Federated Learning. IJCNN Alessio Masano, Matteo Pennisi, Federica Proietto Salanitri, Concetto Spampinato, Giovanni Bellitto
2024	J	`jnl`	A Convolutional-Transformer Model for FFR and iFR Assessment From Coronary Angiography. IEEE Trans. Medical Imaging Raffaele Mineo, Federica Proietto Salanitri, Giovanni Bellitto, Isaak Kavasidis, Ovidio De Filippo, M. Millesimo, Gaetano Maria de Ferrari, Marco Aldinucci, Daniela Giordano, Simone Palazzo, Fabrizio D'Ascenzo, Concetto Spampinato
2024	—	`conf`	Coronary Artery Stenosis Assessment in X-Ray Angiography Through Spatio-Temporal Attention for Non-Invasive FFR and iFR Estimation. BIOSTEC (1) Raffaele Mineo, Federica Proietto Salanitri, Giovanni Bellitto, Ovidio De Filippo, Fabrizio D'Ascenzo, Simone Palazzo, Concetto Spampinato
2024	J	`jnl`	Diffexplainer: Towards Cross-modal Global Explanations with Diffusion Models. CoRR Matteo Pennisi, Giovanni Bellitto, Simone Palazzo, Mubarak Shah, Concetto Spampinato
2024	—	`conf`	Exploring Wearable Emotion Recognition with Transformer-Based Continual Learning. AIPAD/PILM@MICCAI Federica Rizza, Giovanni Bellitto, Salvatore Calcagno, Simone Palazzo
2024	—	`conf`	FedRewind: Rewinding Continual Model Exchange for Decentralized Federated Learning. ICPR (25) Luca Palazzo, Matteo Pennisi, Federica Proietto Salanitri, Giovanni Bellitto, Simone Palazzo, Concetto Spampinato
2024	J	`jnl`	FedRewind: Rewinding Continual Model Exchange for Decentralized Federated Learning. CoRR Luca Palazzo, Matteo Pennisi, Federica Proietto Salanitri, Giovanni Bellitto, Simone Palazzo, Concetto Spampinato
2024	—	`conf`	Incremental Object 6D Pose Estimation. ICPR (26) Long Tian, Amelia Sorrenti, Yik Lung Pang, Giovanni Bellitto, Simone Palazzo, Concetto Spampinato, Changjae Oh
2024	—	`conf`	Leveraging SAM and Learnable Prompts for Pancreatic MRI Segmentation. AIPAD/PILM@MICCAI Cristian Delle Castelle, Fabio Spampinato, Federica Proietto Salanitri, Giovanni Bellitto, Concetto Spampinato
2024	A*	`conf`	Saliency-driven Experience Replay for Continual Learning. NeurIPS Giovanni Bellitto, Federica Proietto Salanitri, Matteo Pennisi, Matteo Boschini, Lorenzo Bonicelli, Angelo Porrello, Simone Calderara, Simone Palazzo, Concetto Spampinato
2024	J	`jnl`	Selective Attention-based Modulation for Continual Learning. CoRR Giovanni Bellitto, Federica Proietto Salanitri, Matteo Pennisi, Matteo Boschini, Angelo Porrello, Simone Calderara, Simone Palazzo, Concetto Spampinato
2024	B	`conf`	Vito: Vision Transformer Optimization Via Knowledge Distillation On Decoders. ICIP Giovanni Bellitto, Renato Sortino, Paolo Spadaro, Simone Palazzo, Federica Proietto Salanitri, Giuseppe Fiameni, Efstratios Gavves, Concetto Spampinato
2024	J	`jnl`	Wake-Sleep Consolidated Learning. CoRR Amelia Sorrenti, Giovanni Bellitto, Federica Proietto Salanitri, Matteo Pennisi, Simone Palazzo, Concetto Spampinato
2023	—	`conf`	A Privacy-Preserving Walk in the Latent Space of Generative Models for Medical Applications. MICCAI (3) Matteo Pennisi, Federica Proietto Salanitri, Giovanni Bellitto, Simone Palazzo, Ulas Bagci, Concetto Spampinato
2023	J	`jnl`	A Privacy-Preserving Walk in the Latent Space of Generative Models for Medical Applications. CoRR Matteo Pennisi, Federica Proietto Salanitri, Giovanni Bellitto, Simone Palazzo, Ulas Bagci, Concetto Spampinato
2023	—	`conf`	Dynamic Graph Attention: Unraveling Spatio-Temporal Synchrony in EEG Data. BIBM Federica Proietto Salanitri, Giovanni Bellitto, Raffaele Mineo, Matteo Pennisi, Amelia Sorrenti, Salvatore Calcagno, Daniela Giordano, Simone Palazzo, Concetto Spampinato
2023	—	`conf`	Experience Replay as an Effective Strategy for Optimizing Decentralized Federated Learning. ICCV (Workshops) Matteo Pennisi, Federica Proietto Salanitri, Giovanni Bellitto, Concetto Spampinato, Simone Palazzo, Bruno Casella, Marco Aldinucci
2023	—	`conf`	FeDZIO: Decentralized Federated Knowledge Distillation on Edge Devices. ICIAP Workshops (2) Luca Palazzo, Matteo Pennisi, Giovanni Bellitto, Isaak Kavasidis
2023	J	`jnl`	On the Effectiveness of Equivariant Regularization for Robust Online Continual Learning. CoRR Lorenzo Bonicelli, Matteo Boschini, Emanuele Frascaroli, Angelo Porrello, Matteo Pennisi, Giovanni Bellitto, Simone Palazzo, Concetto Spampinato, Simone Calderara
2023	—	`conf`	Selective Freezing for Efficient Continual Learning. ICCV (Workshops) Amelia Sorrenti, Giovanni Bellitto, Federica Proietto Salanitri, Matteo Pennisi, Concetto Spampinato, Simone Palazzo
2023	A	`conf`	TinyHD: Efficient Video Saliency Prediction with Heterogeneous Decoders using Hierarchical Maps Distillation. WACV Feiyan Hu, Simone Palazzo, Federica Proietto Salanitri, Giovanni Bellitto, Morteza Moradi, Concetto Spampinato, Kevin McGuinness
2023	J	`jnl`	TinyHD: Efficient Video Saliency Prediction with Heterogeneous Decoders using Hierarchical Maps Distillation. CoRR Feiyan Hu, Simone Palazzo, Federica Proietto Salanitri, Giovanni Bellitto, Morteza Moradi, Concetto Spampinato, Kevin McGuinness
2022	J	`jnl`	Decentralized Distributed Learning with Privacy-Preserving Data Synthesis. CoRR Matteo Pennisi, Federica Proietto Salanitri, Giovanni Bellitto, Bruno Casella, Marco Aldinucci, Simone Palazzo, Concetto Spampinato
2022	B	`conf`	Effects of Auxiliary Knowledge on Continual Learning. ICPR Giovanni Bellitto, Matteo Pennisi, Simone Palazzo, Lorenzo Bonicelli, Matteo Boschini, Simone Calderara
2022	J	`jnl`	Effects of Auxiliary Knowledge on Continual Learning. CoRR Giovanni Bellitto, Matteo Pennisi, Simone Palazzo, Lorenzo Bonicelli, Matteo Boschini, Simone Calderara, Concetto Spampinato
2022	—	`conf`	Neural Transformers for Intraductal Papillary Mucosal Neoplasms (IPMN) Classification in MRI images. EMBC 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
2022	J	`jnl`	Neural Transformers for Intraductal Papillary Mucosal Neoplasms (IPMN) Classification in MRI images. CoRR 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
2022	—	`conf`	Transfer Without Forgetting. ECCV (23) Matteo Boschini, Lorenzo Bonicelli, Angelo Porrello, Giovanni Bellitto, Matteo Pennisi, Simone Palazzo, Concetto Spampinato, Simone Calderara
2022	J	`jnl`	Transfer without Forgetting. CoRR Matteo Boschini, Lorenzo Bonicelli, Angelo Porrello, Giovanni Bellitto, Matteo Pennisi, Simone Palazzo, Concetto Spampinato, Simone Calderara
2021	—	`conf`	Advanced Car Driving Assistant System: A Deep Non-local Pipeline Combined with 1D Dilated CNN for Safety Driving. IMPROVE Francesco Rundo, Roberto Leotta, Francesca Trenta, Giovanni Bellitto, Federica Proietto Salanitri, Vincenzo Piuri, Angelo Genovese, Ruggero Donida Labati, Fabio Scotti, Concetto Spampinato, Sebastiano Battiato
2021	J	`jnl`	An explainable AI system for automated COVID-19 assessment and lesion categorization from CT-scans. Artif. Intell. Medicine 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
2021	J	`jnl`	Hierarchical 3D Feature Learning for Pancreas Segmentation. CoRR Federica Proietto Salanitri, Giovanni Bellitto, Ismail Irmakci, Simone Palazzo, Ulas Bagci, Concetto Spampinato
2021	—	`conf`	Hierarchical 3D Feature Learning forPancreas Segmentation. MLMI@MICCAI Federica Proietto Salanitri, Giovanni Bellitto, Ismail Irmakci, Simone Palazzo, Ulas Bagci, Concetto Spampinato
2021	J	`jnl`	Hierarchical Domain-Adapted Feature Learning for Video Saliency Prediction. Int. J. Comput. Vis. Giovanni Bellitto, Federica Proietto Salanitri, Simone Palazzo, Francesco Rundo, Daniela Giordano, Concetto Spampinato
2020	B	`conf`	Deep Multi-stage Model for Automated Landmarking of Craniomaxillofacial CT Scans. ICPR Simone Palazzo, Giovanni Bellitto, Luca Prezzavento, Francesco Rundo, Ulas Bagci, Daniela Giordano, Rosalia Leonardi, Concetto Spampinato
2020	J	`jnl`	Video Saliency Detection with Domain Adaptation using Hierarchical Gradient Reversal Layers. CoRR Giovanni Bellitto, Federica Proietto Salanitri, Simone Palazzo, Francesco Rundo, Daniela Giordano, Concetto Spampinato