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 (ICPR, 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)

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 (IMPROVE, 2021)

Hierarchical 3D Feature Learning forPancreas Segmentation. - Federica Proietto Salanitri; Giovanni Bellitto; Ismail Irmakci; Simone Palazzo; Ulas Bagci; Concetto Spampinato (MLMI@MICCAI, 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; et al. (Artif. Intell. Medicine, 2021)

Hierarchical 3D Feature Learning for Pancreas Segmentation. - Federica Proietto Salanitri; Giovanni Bellitto; Ismail Irmakci; Simone Palazzo; Ulas Bagci; Concetto Spampinato (CoRR, 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)

Transfer Without Forgetting. - Matteo Boschini; Lorenzo Bonicelli; Angelo Porrello; Giovanni Bellitto; Matteo Pennisi; Simone Palazzo; Concetto Spampinato; Simone Calderara (ECCV (23), 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 (EMBC, 2022)

Effects of Auxiliary Knowledge on Continual Learning. - Giovanni Bellitto; Matteo Pennisi; Simone Palazzo; Lorenzo Bonicelli; Matteo Boschini; Simone Calderara (ICPR, 2022)

Effects of Auxiliary Knowledge on Continual Learning. - Giovanni Bellitto; Matteo Pennisi; Simone Palazzo; Lorenzo Bonicelli; Matteo Boschini; Simone Calderara; Concetto Spampinato (CoRR, 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)

Dynamic Graph Attention: Unraveling Spatio-Temporal Synchrony in EEG Data. - Federica Proietto Salanitri; Giovanni Bellitto; Raffaele Mineo; Matteo Pennisi; Amelia Sorrenti; Salvatore Calcagno 002; Daniela Giordano; Simone Palazzo; Concetto Spampinato (BIBM, 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 (ICCV (Workshops), 2023)

Selective Freezing for Efficient Continual Learning. - Amelia Sorrenti; Giovanni Bellitto; Federica Proietto Salanitri; Matteo Pennisi; Concetto Spampinato; Simone Palazzo (ICCV (Workshops), 2023)

FeDZIO: Decentralized Federated Knowledge Distillation on Edge Devices. - Luca Palazzo; Matteo Pennisi; Giovanni Bellitto; Isaak Kavasidis (ICIAP Workshops (2), 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 (MICCAI (3), 2023)

TinyHD: Efficient Video Saliency Prediction with Heterogeneous Decoders using Hierarchical Maps Distillation. - Feiyan Hu; Simone Palazzo; Federica Proietto Salanitri; Giovanni Bellitto; Morteza Moradi 001; Concetto Spampinato; Kevin McGuinness (WACV, 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)

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 (BIOSTEC (1), 2024)

Vito: Vision Transformer Optimization Via Knowledge Distillation On Decoders. - Giovanni Bellitto; Renato Sortino; Paolo Spadaro; Simone Palazzo; Federica Proietto Salanitri; Giuseppe Fiameni; Efstratios Gavves; Concetto Spampinato (ICIP, 2024)

FedRewind: Rewinding Continual Model Exchange for Decentralized Federated Learning. - Luca Palazzo; Matteo Pennisi; Federica Proietto Salanitri; Giovanni Bellitto; Simone Palazzo; Concetto Spampinato (ICPR (25), 2024)

Incremental Object 6D Pose Estimation. - Long Tian; Amelia Sorrenti; Yik Lung Pang; Giovanni Bellitto; Simone Palazzo; Concetto Spampinato; Changjae Oh (ICPR (26), 2024)

Leveraging SAM and Learnable Prompts for Pancreatic MRI Segmentation. - Cristian Delle Castelle; Fabio Spampinato; Federica Proietto Salanitri; Giovanni Bellitto; Concetto Spampinato (AIPAD/PILM@MICCAI, 2024)

Exploring Wearable Emotion Recognition with Transformer-Based Continual Learning. - Federica Rizza; Giovanni Bellitto; Salvatore Calcagno 002; Simone Palazzo (AIPAD/PILM@MICCAI, 2024)

Saliency-driven Experience Replay for Continual Learning. - Giovanni Bellitto; Federica Proietto Salanitri; Matteo Pennisi; Matteo Boschini; Lorenzo Bonicelli; Angelo Porrello; Simone Calderara; Simone Palazzo; Concetto Spampinato (NeurIPS, 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)

Diffexplainer: Towards Cross-modal Global Explanations with Diffusion Models. - Matteo Pennisi; Giovanni Bellitto; Simone Palazzo; Mubarak Shah; Concetto Spampinato (CoRR, 2024)

FedER: 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., 2024)

A Convolutional-Transformer Model for FFR and iFR Assessment From Coronary Angiography. - 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 (IEEE Trans. Medical Imaging, 2024)

Conditional Visuo-Textual Prompt Learning for Medical Image Analysis. - Raffaele Mineo; Giovanni Bellitto; Federica Proietto Salanitri; Rutger Hendrix; Ulas Bagci; Daniela Giordano; Concetto Spampinato; Simone Palazzo (ISBI, 2025)

Wake-Sleep Consolidated Learning. - Amelia Sorrenti; Giovanni Bellitto; Federica Proietto Salanitri; Matteo Pennisi; Simone Palazzo; Concetto Spampinato (IEEE Trans. Neural Networks Learn. Syst., 2025)

Pre-Forgettable Models: Prompt Learning as a Native Mechanism for Unlearning. - Rutger Hendrix; Giovanni Patanè; Leonardo G. Russo; Simone Carnemolla; Giovanni Bellitto; Federica Proietto Salanitri; Concetto Spampinato; Matteo Pennisi (CoRR, 2025)

Zero-Shot Decentralized Federated Learning. - Alessio Masano; Matteo Pennisi; Federica Proietto Salanitri; Concetto Spampinato; Giovanni Bellitto (CoRR, 2025)