Umberto Michieli

Incremental Learning Techniques for Semantic Segmentation

Umberto Michieli, Pietro Zanuttigh · Research Padua Archive (University of Padua) · 2019 · 244 citations

Incremental Learning, Convolutional Neural Network, Engineering +17

Continual semantic segmentation via repulsion-attraction of sparse and disentangled latent representations

Umberto Michieli, Pietro Zanuttigh · Research Padua Archive (University of Padua) · 2021 · 136 citations

Convolutional Neural Network, Engineering, Machine Learning +16

RECALL: Replay-based Continual Learning in Semantic Segmentation

Andrea Maracani, Umberto Michieli, Marco Toldo et al. · 2021 IEEE/CVF International Conference on Computer Vision (ICCV) · 2021 · 116 citations

Artificial Intelligence, Engineering, Machine Learning +21

Knowledge distillation for incremental learning in semantic segmentation

Umberto Michieli, Pietro Zanuttigh · Research Padua Archive (University of Padua) · 2021 · 91 citations · Full text

Incremental Learning, Machine Vision, Machine Learning +10

Adversarial Learning and Self-Teaching Techniques for Domain Adaptation in Semantic Segmentation

Umberto Michieli, Matteo Biasetton, Gianluca Agresti et al. · Padua Research Archive (University of Padova) · 2020 · 61 citations