Cermelli, Fabio

1. Modeling the Background for Incremental Learning in Semantic Segmentation
   2020/02/03 by Cermelli, Fabio, Mancini, Massimiliano, Bulò, Samuel Rota +2 · 9 citations
   #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
2. Unmasking Anomalies in Road-Scene Segmentation
   2023/07/25 by Shyam Nandan Rai, Fabio Cermelli, Rai, Shyam Nandan +7 · 6 citations
   Computer Science · Engineering · #Advanced Neural Network Applications #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #I.4.6 #Infrastructure Maintenance and Monitoring
3. CoMFormer: Continual Learning in Semantic and Panoptic Segmentation
   2022/11/25 by Fabio Cermelli, Matthieu Cord, Cermelli, Fabio +3 · 4 citations
   Computer Science · Medicine · #Domain Adaptation and Few-Shot Learning #Multimodal Machine Learning Applications #COVID-19 diagnosis using AI
4. A Closer Look at Self-training for Zero-Label Semantic Segmentation
   2021/04/21 by Pastore, Giuseppe, Cermelli, Fabio, Xian, Yongqin +3 · 3 citations
   #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
5. Mask2Anomaly: Mask Transformer for Universal Open-set Segmentation
   2023/09/08 by Rai, Shyam Nandan, Cermelli, Fabio, Caputo, Barbara +1 · 5 citations
   #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #I.4.6
6. Incremental Learning in Semantic Segmentation from Image Labels
   2021/12/03 by Cermelli, Fabio, Fontanel, Dario, Tavera, Antonio +2 · 2 citations
   #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
7. FedDrive: Generalizing Federated Learning to Semantic Segmentation in Autonomous Driving
   2022/02/28 by Lidia Fantauzzo, Eros Fanì, Fantauzzo, Lidia +11 · 2 citations
   Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Privacy-Preserving Technologies in Data
8. PEM: Prototype-based Efficient MaskFormer for Image Segmentation
   2024/02/29 by Niccolò Cavagnero, Cavagnero, Niccolò, Gabriele Rosi +11 · 3 citations
   Engineering · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Industrial Vision Systems and Defect Detection
9. Prototype-based Incremental Few-Shot Semantic Segmentation
   2020/11/30 by Fabio Cermelli, Cermelli, Fabio, Massimiliano Mancini +7 · 1 citation
   Computer Science · Medicine · #Advanced Neural Network Applications #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences
10. Pixel-by-Pixel Cross-Domain Alignment for Few-Shot Semantic Segmentation
    2021/10/22 by Tavera, Antonio, Cermelli, Fabio, Masone, Carlo +1 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
11. Modeling Missing Annotations for Incremental Learning in Object Detection
    2022/04/19 by Cermelli, Fabio, Geraci, Antonino, Fontanel, Dario +1 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences