Fabio Cermelli

Incremental Learning in Semantic Segmentation from Image Labels

Fabio Cermelli, Dario Fontanel, Antonio Tavera et al. · 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) · 2022 · 56 citations

Incremental Learning, Scene Analysis, Engineering +17

FedDrive: Generalizing Federated Learning to Semantic Segmentation in Autonomous Driving

Lidia Fantauzzo, Eros Fanì, Debora Caldarola et al. · 2022 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS) · 2022 · 51 citations

Artificial Intelligence, Engineering, Machine Learning +17

Unmasking Anomalies in Road-Scene Segmentation

Shyam Nandan, Fabio Cermelli, Dario Fontanel et al. · 2023 · 41 citations

PEM: Prototype-Based Efficient MaskFormer for Image Segmentation

Niccolò Cavagnero, Gabriele Rosi, Claudia Cuttano et al. · 2024 · 27 citations

Modeling Missing Annotations for Incremental Learning in Object Detection

Fabio Cermelli, Antonino Geraci, Dario Fontanel et al. · 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) · 2022 · 25 citations

Object Categorization, Incremental Learning, Image Analysis +15