Federica Proietto Salanitri

52 papers A* 2A 1B 4Journal 23Unranked 21
YearRankTypeTitle / 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
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 B conf
Automated MoCA Score Estimation Using Eye-Gaze Data and Vision Transformers.
CBMS
Raffaele Mineo, Isaak Kavasidis, Federica Proietto Salanitri, Lisa Passarello, Giovanni Piccininno, Vincenzo Masciale, Alessandro Anselmo, Cristiano Convertino, Domenico Rotondi, Nicola Laurieri, Simone Palazzo, Concetto Spampinato, Manuela Pennisi, Daniela Giordano
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
Cyst-X: AI-Powered Pancreatic Cancer Risk Prediction from Multicenter MRI in Centralized and Federated Learning.
CoRR
Hongyi Pan, Gorkem Durak, Elif Keles, Deniz Seyithanoglu, Zheyuan Zhang, Alpay Medetalibeyoglu, Halil Ertugrul Aktas, Andrea Mia Bejar, Ziliang Hong, Yavuz Taktak, Gulbiz Dagoglu Kartal, Sukru Mehmet Erturk, Timurhan Cebeci, Maria Jaramillo Gonzalez, Yury Velichko, Lili Zhao, Emil Agarunov, Federica Proietto Salanitri, Concetto Spampinato, Pallavi Tiwari, Ziyue Xu, Sachin Jambawalikar, Ivo G. Schoots, Marco J. Bruno, Chenchan Huang, Candice W. Bolan, Tamas Gonda, Frank H. Miller, Rajesh N. Keswani, Michael B. Wallace, Ulas Bagci
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 — conf
Pancreas Part Segmentation Under Federated Learning Paradigm.
PRIME@MICCAI
Ziliang Hong, Halil Ertugrul Aktas, Andrea Mia Bejar, Katherine Wu, Hongyi Pan, Gorkem Durak, Zheyuan Zhang, Sait Kayali, Temel Tirkes, Federica Proietto Salanitri, Concetto Spampinato, Michael Goggins, Tamas Gonda, Candice Bolan, Rajesh Keswani, Frank H. Miller, Michael B. Wallace, Ulas Bagci
2025 J jnl
Pancreas Part Segmentation under Federated Learning Paradigm.
CoRR
Ziliang Hong, Halil Ertugrul Aktas, Andrea Mia Bejar, Katherine Wu, Hongyi Pan, Gorkem Durak, Zheyuan Zhang, Sait Kayali, Temel Tirkes, Federica Proietto Salanitri, Concetto Spampinato, Michael Goggins, Tamas Gonda, Candice W. Bolan, Rajesh N. Keswani, Frank H. Miller, Michael A. Wallace, Ulas Bagci
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
Radar-Based Imaging for Sign Language Recognition in Medical Communication.
MICCAI (6)
Raffaele Mineo, Gaia Caligiore, Federica Proietto Salanitri, Isaak Kavasidis, Senya Polikovsky, Sabina Fontana, Egidio Ragonese, Concetto Spampinato, Simone Palazzo
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 — conf
Evidential Federated Learning for Skin Lesion Image Classification.
ICPR (29)
Rutger Hendrix, Federica Proietto Salanitri, Concetto Spampinato, Simone Palazzo, Ulas Bagci
2024 J jnl
Evidential Federated Learning for Skin Lesion Image Classification.
CoRR
Rutger Hendrix, Federica Proietto Salanitri, Concetto Spampinato, Simone Palazzo, Ulas Bagci
2024 J jnl
FeDETR: a Federated Approach for Stenosis Detection in Coronary Angiography.
CoRR
Raffaele Mineo, Amelia Sorrenti, Federica Proietto Salanitri
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
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 — conf
Magnifying Facial Micro-movements for Cognitive Evaluation.
EMBC
Raffaele Mineo, Federica Proietto Salanitri, Lisa Passarello, Alberto Sardella, Laura Messina, Manuela Pennisi, Daniela Giordano, Simone Palazzo, 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
FeDETR: A Federated Approach for Stenosis Detection in Coronary Angiography.
ICIAP Workshops (2)
Raffaele Mineo, Amelia Sorrenti, Federica Proietto Salanitri
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 — conf
A Hierarchical 3D Segmentation Model for Cone-Beam Computed Tomography Dental-Arch Scans.
ICPR Workshops (1)
Francesco Rundo, Carmelo Pino, Riccardo Emanuele Sarpietro, Concetto Spampinato, Federica Proietto Salanitri
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 — conf
GAN Latent Space Manipulation and Aggregation for Federated Learning in Medical Imaging.
DeCaF/FAIR@MICCAI
Matteo Pennisi, Federica Proietto Salanitri, Simone Palazzo, Carmelo Pino, Francesco Rundo, Daniela Giordano, 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
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 Recurrent-Convolutional Model for Automated Segmentation of Craniomaxillofacial CT Scans.
ICPR
Francesca Murabito, Simone Palazzo, Federica Proietto Salanitri, 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