Matteo Pennisi

35 papers A* 2B 2Journal 20Unranked 11

Year	Rank	Type	Title / Venue / Authors
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`	UNBOX: Unveiling Black-box visual models with Natural-language. CoRR Simone Carnemolla, Chiara Maria Russo, Simone Palazzo, Quentin Bouniot, Daniela Giordano, Zeynep Akata, Matteo Pennisi, Concetto Spampinato
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	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`	SeeingSounds: Learning Audio-to-Visual Alignment via Text. MMAsia Simone Carnemolla, Matteo Pennisi, Chiara Maria Russo, Simone Palazzo, Daniela Giordano, Concetto Spampinato
2025	J	`jnl`	SeeingSounds: Learning Audio-to-Visual Alignment via Text. CoRR Simone Carnemolla, Matteo Pennisi, Chiara Russo, Simone Palazzo, Daniela Giordano, Concetto Spampinato
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`	Diffexplainer: Towards Cross-modal Global Explanations with Diffusion Models. CoRR Matteo Pennisi, Giovanni Bellitto, Simone Palazzo, Mubarak Shah, Concetto Spampinato
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	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	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
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`	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`	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	J	`jnl`	An Explainable AI System for Automated COVID-19 Assessment and Lesion Categorization from CT-scans. CoRR Matteo Pennisi, Isaak Kavasidis, Concetto Spampinato, Vincenzo Schininà, Simone Palazzo, Francesco Rundo, Massimo Cristofaro, Paolo Campioni, Elisa Pianura, Federica Di Stefano, Ada Petrone, Fabrizio Albarello, Giuseppe Ippolito, Salvatore Cuzzocrea, Sabrina Conoci
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`	Bringing AI pipelines onto cloud-HPC: setting a baseline for accuracy of COVID-19 AI diagnosis. CoRR Iacopo Colonnelli, Barbara Cantalupo, Concetto Spampinato, Matteo Pennisi, Marco Aldinucci
2021	—	`conf`	HPC Application Cloudification: The StreamFlow Toolkit (Invited Paper). PARMA-DITAM@HiPEAC Iacopo Colonnelli, Barbara Cantalupo, Roberto Esposito, Matteo Pennisi, Concetto Spampinato, Marco Aldinucci
2021	—	`conf`	Self-improving classification performance through GAN distillation. ICCVW Matteo Pennisi, Simone Palazzo, Concetto Spampinato