278 citations · 449 across the 14 of their papers we have counts for
3 papers · 1 filter
Domain Generalization for Crop Segmentation with Standardized Ensemble Knowledge Distillation
Simone Angarano, Mauro Martini, Alessandro Navone +1
In recent years, precision agriculture has gradually oriented farming closer to automation processes to support all the activities related to field management. Service robotics pla…
Back-to-Bones: Rediscovering the Role of Backbones in Domain Generalization
Simone Angarano, Mauro Martini, Francesco Salvetti +2
Domain Generalization (DG) studies the capability of a deep learning model to generalize to out-of-training distributions. In the last decade, literature has been massively filled…
Action Transformer: A Self-Attention Model for Short-Time Pose-Based Human Action Recognition
Vittorio Mazzia, Simone Angarano, Francesco Salvetti +2
Deep neural networks based purely on attention have been successful across several domains, relying on minimal architectural priors from the designer. In Human Action Recognition (…