MICHIELI, UMBERTO
MICHIELI, UMBERTO
Dipartimento di Ingegneria dell'Informazione - DEI
Learning with Style: Continual Semantic Segmentation Across Tasks and Domains
2024 Toldo, Marco; Michieli, Umberto; Zanuttigh, Pietro
Road scenes segmentation across different domains by disentangling latent representations
2024 Barbato, F.; Michieli, U.; Toldo, M.; Zanuttigh, P.
Fully Automated Scan-to-BIM Via Point Cloud Instance Segmentation
2023 Campagnolo, D.; Camuffo, E.; Michieli, U.; Borin, P.; Milani, S.; Giordano, A.
Learning across domains and devices: Style-driven source-free domain adaptation in clustered federated learning
2023 Shenaj, Donald; Fanì, Eros; Toldo, Marco; Caldarola, Debora; Tavera, Antonio; Michieli, Umberto; Ciccone, Marco; Zanuttigh, Pietro; Caputo, Barbara
SELMA: SEmantic Large-Scale Multimodal Acquisitions in Variable Weather, Daytime and Viewpoints
2023 Testolina, P.; Barbato, F.; Michieli, U.; Giordani, M.; Zanuttigh, P.; Zorzi, M.
Continual coarse-to-fine domain adaptation in semantic segmentation
2022 Shenaj, Donald; Barbato, Francesco; Michieli, Umberto; Zanuttigh, Pietro
Edge-Aware Graph Matching Network for Part-Based Semantic Segmentation
2022 Michieli, U; Zanuttigh, P
Visione Computazionale con Modelli di Apprendimento Incrementali, Generalizzabili e Distribuiti
2022 Michieli, Umberto
Are All Users Treated Fairly in Federated Learning Systems?
2021 Michieli, Umberto; Ozay, Mete
Continual semantic segmentation via repulsion-attraction of sparse and disentangled latent representations
2021 Michieli, Umberto; Zanuttigh, Pietro
Domain adaptation and continual learning in semantic segmentation
2021 Michieli, Umberto; Toldo, Marco; Zanuttigh, Pietro
Knowledge distillation for incremental learning in semantic segmentation
2021 Michieli, U.; Zanuttigh, P.
Latent Space Regularization for Unsupervised Domain Adaptation in Semantic Segmentation
2021 Barbato, Francesco; Toldo, Marco; Michieli, Umberto; Zanuttigh, Pietro
RECALL: Replay-based Continual Learning in Semantic Segmentation
2021 Maracani, Andrea; Michieli, Umberto; Toldo, Marco; Zanuttigh, Pietro
Unsupervised domain adaptation in semantic segmentation via orthogonal and clustered embeddings
2021 Toldo, Marco; Michieli, Umberto; Zanuttigh, Pietro
Unsupervised Domain Adaptation with Multiple Domain Discriminators and Adaptive Self-Training
2021 Spadotto, Teo; Toldo, Marco; Michieli, Umberto; Zanuttigh, Pietro
Adversarial Learning and Self-Teaching Techniques for Domain Adaptation in Semantic Segmentation
2020 Michieli, U.; Biasetton, M.; Agresti, G.; Zanuttigh, P.
GMNet: Graph Matching Network for Large Scale Part Semantic Segmentation in the Wild
2020 Michieli, U.; Borsato, E.; Rossi, L.; Zanuttigh, P.
Incremental and Multi-Task Learning Strategies for Coarse-To-Fine Semantic Segmentation
2020 Mel, Mazen; Michieli, Umberto; Zanuttigh, Pietro
Unsupervised domain adaptation for mobile semantic segmentation based on cycle consistency and feature alignment
2020 Toldo, M.; Michieli, U.; Agresti, G.; Zanuttigh, P.