Francesco Barbato

According to our database, Francesco Barbato authored at least 22 papers between 2021 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

SalFormer360: A Transformer-Based Saliency Estimation Model for 360-Degree Videos.

Mahmoud Z. A. Wahba, Francesco Barbato, Sara Baldoni, Federica Battisti

IEEE Trans. Broadcast., June, 2026

Federated Medical Image Classification under Class and Domain Imbalance exploiting Synthetic Sample Generation.

Martina Pavan, Matteo Caligiuri, Francesco Barbato, Pietro Zanuttigh

CoRR, April, 2026

Split&Splat: Zero-Shot Panoptic Segmentation via Explicit Instance Modeling and 3D Gaussian Splatting.

Leonardo Monchieri, Elena Camuffo, Francesco Barbato, Pietro Zanuttigh, Simone Milani

CoRR, February, 2026

FlyAwareV2: A multimodal cross-domain UAV dataset for urban scene understanding.

Francesco Barbato, Matteo Caligiuri, Pietro Zanuttigh

Signal Process. Image Commun., 2026

RECALL+: Adversarial web-based replay for continual learning in semantic segmentation.

Chang Liu, Giulia Rizzoli, Francesco Barbato, Andrea Maracani, Marco Toldo, Umberto Michieli, Yi Niu, Pietro Zanuttigh

Image Vis. Comput., 2026

2025

MOCHA: Multi-modal Objects-aware Cross-arcHitecture Alignment.

Elena Camuffo, Francesco Barbato, Mete Ozay, Simone Milani, Umberto Michieli

CoRR, September, 2025

FedPromo: Federated Lightweight Proxy Models at the Edge Bring New Domains to Foundation Models.

Matteo Caligiuri, Francesco Barbato, Donald Shenaj, Umberto Michieli, Pietro Zanuttigh

CoRR, August, 2025

Efficient and Reliable Semantic Segmentation across Domains and Modalities.

Francesco Barbato

PhD thesis, 2025

When Cars Meet Drones: Hyperbolic Federated Learning for Source-Free Domain Adaptation in Adverse Weather.

Giulia Rizzoli, Matteo Caligiuri, Donald Shenaj, Francesco Barbato, Pietro Zanuttigh

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2025

Structured Clinical Reasoning in AI: Comparing LLMs and Curated, Ontology-Grounded Multi-Agent Systems.

Francesco Barbato, Filippo Sorichetti, Emanuele Ielo, Lorenzo Megliola

Proceedings of the Product-Focused Software Process Improvement. Industry, Doctoral-Symposium, Tutorial, and Workshop Papers, 2025

KaiMed: A Hybrid Multi-Agent AI Platform for Clinical Reasoning and Cross-Specialty Discovery.

Francesco Barbato, Filippo Sorichetti, Emanuele Ielo, Lorenzo Megliola

Proceedings of the Artificial Intelligence for Healthcare, and Hybrid Models for Coupling Deductive and Inductive Reasoning, 2025

2024

Road scenes segmentation across different domains by disentangling latent representations.

Francesco Barbato, Umberto Michieli, Marco Toldo, Pietro Zanuttigh

Vis. Comput., February, 2024

A Modular System for Enhanced Robustness of Multimedia Understanding Networks via Deep Parametric Estimation.

Francesco Barbato, Umberto Michieli, Mehmet Kerim Yucel, Pietro Zanuttigh, Mete Ozay

Proceedings of the 15th ACM Multimedia Systems Conference, 2024

Cross-Architecture Auxiliary Feature Space Translation for Efficient Few-Shot Personalized Object Detection.

Francesco Barbato, Umberto Michieli, Jijoong Moon, Pietro Zanuttigh, Mete Ozay

Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2024

Continual Road-Scene Semantic Segmentation Via Feature-Aligned Symmetric Multi-Modal Network.

Francesco Barbato, Elena Camuffo, Simone Milani, Pietro Zanuttigh

Proceedings of the IEEE International Conference on Image Processing, 2024

2023

SELMA: SEmantic Large-Scale Multimodal Acquisitions in Variable Weather, Daytime and Viewpoints.

Paolo Testolina, Francesco Barbato, Umberto Michieli, Marco Giordani, Pietro Zanuttigh, Michele Zorzi

IEEE Trans. Intell. Transp. Syst., 2023

RECALL+: Adversarial Web-based Replay for Continual Learning in Semantic Segmentation.

Chang Liu, Giulia Rizzoli, Francesco Barbato, Umberto Michieli, Yi Niu, Pietro Zanuttigh

CoRR, 2023

SynDrone - Multi-modal UAV Dataset for Urban Scenarios.

Giulia Rizzoli, Francesco Barbato, Matteo Caligiuri, Pietro Zanuttigh

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

DepthFormer: Multimodal Positional Encodings and Cross-Input Attention for Transformer-based Segmentation Networks.

Francesco Barbato, Giulia Rizzoli, Pietro Zanuttigh

Proceedings of the IEEE International Conference on Acoustics, 2023

2022

Continual coarse-to-fine domain adaptation in semantic segmentation.

Donald Shenaj, Francesco Barbato, Umberto Michieli, Pietro Zanuttigh

Image Vis. Comput., 2022

2021

Adapting Segmentation Networks to New Domains by Disentangling Latent Representations.

Francesco Barbato, Umberto Michieli, Marco Toldo, Pietro Zanuttigh

CoRR, 2021

Latent Space Regularization for Unsupervised Domain Adaptation in Semantic Segmentation.

Francesco Barbato, Marco Toldo, Umberto Michieli, Pietro Zanuttigh

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2021