Latent Space Regularization for Unsupervised Domain Adaptation in Semantic Segmentation. - Francesco Barbato; Marco Toldo; Umberto Michieli; Pietro Zanuttigh (CVPR Workshops, 2021)

Adapting Segmentation Networks to New Domains by Disentangling Latent Representations. - Francesco Barbato; Umberto Michieli; Marco Toldo; Pietro Zanuttigh (CoRR, 2021)

Continual coarse-to-fine domain adaptation in semantic segmentation. - Donald Shenaj; Francesco Barbato; Umberto Michieli; Pietro Zanuttigh (Image Vis. Comput., 2022)

DepthFormer: Multimodal Positional Encodings and Cross-Input Attention for Transformer-based Segmentation Networks. - Francesco Barbato; Giulia Rizzoli; Pietro Zanuttigh (ICASSP, 2023)

SynDrone - Multi-modal UAV Dataset for Urban Scenarios. - Giulia Rizzoli; Francesco Barbato; Matteo Caligiuri; Pietro Zanuttigh (ICCV (Workshops), 2023)

RECALL+: Adversarial Web-based Replay for Continual Learning in Semantic Segmentation. - Chang Liu 047; Giulia Rizzoli; Francesco Barbato; Umberto Michieli; Yi Niu; Pietro Zanuttigh (CoRR, 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)

Continual Road-Scene Semantic Segmentation Via Feature-Aligned Symmetric Multi-Modal Network. - Francesco Barbato; Elena Camuffo; Simone Milani; Pietro Zanuttigh (ICIP, 2024)

Cross-Architecture Auxiliary Feature Space Translation for Efficient Few-Shot Personalized Object Detection. - Francesco Barbato; Umberto Michieli; Jijoong Moon; Pietro Zanuttigh; Mete Ozay (IROS, 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 (MMSys, 2024)

Road scenes segmentation across different domains by disentangling latent representations. - Francesco Barbato; Umberto Michieli; Marco Toldo; Pietro Zanuttigh (Vis. Comput., 2024)

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 (WACV, 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, 2025)