Enrico Fini

Deep Learning for Classification and Localization of COVID-19 Markers in Point-of-Care Lung Ultrasound

Subhankar Roy, Willi Menapace, Sebastiaan Pascal Oei et al. · IEEE Transactions on Medical Imaging · 2020 · 600 citations · Full text

Medical Ultrasound, Convolutional Neural Network, Engineering +24

A Unified Objective for Novel Class Discovery

Enrico Fini, Enver Sangineto, Stéphane Lathuilière et al. · IRIS UNIMORE (University of Modena and Reggio Emilia) · 2021 · 155 citations · Full text

Self-Supervised Models are Continual Learners

Enrico Fini, Victor G. Turrisi da Costa, Xavier Alameda-Pineda et al. · 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) · 2022 · 127 citations · Full text

Artificial Intelligence, Self-supervised Models, Engineering +17

Neighborhood Contrastive Learning for Novel Class Discovery

Zhun Zhong, Enrico Fini, Subhankar Roy et al. · 2021 · 112 citations · Full text

Instance-based Learning, Multiple Instance Learning, Engineering +15

Uncertainty-Aware Contrastive Distillation for Incremental Semantic Segmentation

Guanglei Yang, Enrico Fini, Dan Xu et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2022 · 70 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +17