Fabio Cermelli

According to our database, Fabio Cermelli authored at least 25 papers between 2017 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

PEM: Prototype-based Efficient MaskFormer for Image Segmentation.

Niccolò Cavagnero, Gabriele Rosi, Claudia Cuttano, Francesca Pistilli, Marco Ciccone, Giuseppe Averta, Fabio Cermelli

CoRR, 2024

2023

Mask2Anomaly: Mask Transformer for Universal Open-set Segmentation.

Shyam Nandan Rai, Fabio Cermelli, Barbara Caputo, Carlo Masone

CoRR, 2023

The Robust Semantic Segmentation UNCV2023 Challenge Results.

Xuanlong Yu, Yi Zuo, Zitao Wang, Xiaowen Zhang, Jiaxuan Zhao, Yuting Yang, Licheng Jiao, Rui Peng, Xinyi Wang, Junpei Zhang, Kexin Zhang, Fang Liu, Roberto Alcover-Couso, Juan C. SanMiguel, Marcos Escudero-Viñolo, Hanlin Tian, Kenta Matsui, Tianhao Wang, Fahmy Adan, Zhitong Gao, Xuming He, Quentin Bouniot, Hossein Moghaddam, Shyam Nandan Rai, Fabio Cermelli, Carlo Masone, Andrea Pilzer, Elisa Ricci, Andrei Bursuc, Arno Solin, Martin Trapp, Rui Li, Angela Yao, Wenlong Chen, Ivor Simpson, Neill D. F. Campbell, Gianni Franchi

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Cross-Domain Transfer Learning with CoRTe: Consistent and Reliable Transfer from Black-Box to Lightweight Segmentation Model.

Claudia Cuttano, Antonio Tavera, Fabio Cermelli, Giuseppe Averta, Barbara Caputo

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Unmasking Anomalies in Road-Scene Segmentation.

Shyam Nandan Rai, Fabio Cermelli, Dario Fontanel, Carlo Masone, Barbara Caputo

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

CoMFormer: Continual Learning in Semantic and Panoptic Segmentation.

Fabio Cermelli, Matthieu Cord, Arthur Douillard

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022

Modeling the Background for Incremental and Weakly-Supervised Semantic Segmentation.

Fabio Cermelli, Massimiliano Mancini, Samuel Rota Bulò, Elisa Ricci, Barbara Caputo

IEEE Trans. Pattern Anal. Mach. Intell., 2022

Detecting the unknown in Object Detection.

Dario Fontanel, Matteo Tarantino, Fabio Cermelli, Barbara Caputo

CoRR, 2022

Pixel-by-Pixel Cross-Domain Alignment for Few-Shot Semantic Segmentation.

Antonio Tavera, Fabio Cermelli, Carlo Masone, Barbara Caputo

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2022

FedDrive: Generalizing Federated Learning to Semantic Segmentation in Autonomous Driving.

Lidia Fantauzzo, Eros Fanì, Debora Caldarola, Antonio Tavera, Fabio Cermelli, Marco Ciccone, Barbara Caputo

Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2022

Relaxing the Forget Constraints in Open World Recognition.

Dario Fontanel, Fabio Cermelli, Antonino Geraci, Mauro Musarra, Matteo Tarantino, Barbara Caputo

Proceedings of the Image Analysis and Processing - ICIAP 2022, 2022

A Contrastive Distillation Approach for Incremental Semantic Segmentation in Aerial Images.

Edoardo Arnaudo, Fabio Cermelli, Antonio Tavera, Claudio Rossi, Barbara Caputo

Proceedings of the Image Analysis and Processing - ICIAP 2022, 2022

Modeling Missing Annotations for Incremental Learning in Object Detection.

Fabio Cermelli, Antonino Geraci, Dario Fontanel, Barbara Caputo

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2022

Incremental Learning in Semantic Segmentation from Image Labels.

Fabio Cermelli, Dario Fontanel, Antonio Tavera, Marco Ciccone, Barbara Caputo

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

2021

On the Challenges of Open World Recognition Under Shifting Visual Domains.

Dario Fontanel, Fabio Cermelli, Massimiliano Mancini, Barbara Caputo

IEEE Robotics Autom. Lett., 2021

On the Challenges of Open World Recognitionunder Shifting Visual Domains.

Dario Fontanel, Fabio Cermelli, Massimiliano Mancini, Barbara Caputo

CoRR, 2021

A Closer Look at Self-Training for Zero-Label Semantic Segmentation.

Giuseppe Pastore, Fabio Cermelli, Yongqin Xian, Massimiliano Mancini, Zeynep Akata, Barbara Caputo

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2021

Detecting Anomalies in Semantic Segmentation With Prototypes.

Dario Fontanel, Fabio Cermelli, Massimiliano Mancini, Barbara Caputo

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2021

Prototype-based Incremental Few-Shot Segmentation.

Fabio Cermelli, Massimiliano Mancini, Yongqin Xian, Zeynep Akata, Barbara Caputo

Proceedings of the 32nd British Machine Vision Conference 2021, 2021

2020

Boosting Deep Open World Recognition by Clustering.

Dario Fontanel, Fabio Cermelli, Massimiliano Mancini, Samuel Rota Bulò, Elisa Ricci, Barbara Caputo

IEEE Robotics Autom. Lett., 2020

A Few Guidelines for Incremental Few-Shot Segmentation.

Fabio Cermelli, Massimiliano Mancini, Yongqin Xian, Zeynep Akata, Barbara Caputo

CoRR, 2020

Modeling the Background for Incremental Learning in Semantic Segmentation.

Fabio Cermelli, Massimiliano Mancini, Samuel Rota Bulò, Elisa Ricci, Barbara Caputo

Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

2019

The RGB-D Triathlon: Towards Agile Visual Toolboxes for Robots.

Fabio Cermelli, Massimiliano Mancini, Elisa Ricci, Barbara Caputo

Proceedings of the 2019 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2019

Discovering Latent Domains for Unsupervised Domain Adaptation Through Consistency.

Massimiliano Mancini, Lorenzo Porzi, Fabio Cermelli, Barbara Caputo

Proceedings of the Image Analysis and Processing - ICIAP 2019, 2019

2017

T4T: Tangible interface for tuning 3D object manipulation tools.

Alberto Cannavò, Fabio Cermelli, Vincenzo Chiaramida, Giovanni Ciccone, Fabrizio Lamberti, Paolo Montuschi, Gianluca Paravati

Proceedings of the 2017 IEEE Symposium on 3D User Interfaces, 2017