Fabio Cermelli

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 41

Top Topics

Semantic Segmentation

Top Venues

IEEE Robotics Autom. Lett.

Publications

Gabriele Rosi, Claudia Cuttano, Niccolò Cavagnero, Giuseppe Averta, Fabio Cermelli
The revenge of BiSeNet: Efficient Multi-Task Image Segmentation. CoRR (2024)
Claudia Cuttano, Antonio Tavera, Fabio Cermelli, Giuseppe Averta, Barbara Caputo
Cross-Domain Transfer Learning with CoRTe: Consistent and Reliable Transfer from Black-Box to Lightweight Segmentation Model. CoRR (2024)
Niccolò Cavagnero, Gabriele Rosi, Claudia Cuttano, Francesca Pistilli, Marco Ciccone, Giuseppe Averta, Fabio Cermelli
PEM: Prototype-based Efficient MaskFormer for Image Segmentation. CoRR (2024)
Shyam Nandan Rai, Fabio Cermelli, Dario Fontanel, Carlo Masone, Barbara Caputo
Unmasking Anomalies in Road-Scene Segmentation. ICCV (2023)
Claudia Cuttano, Antonio Tavera, Fabio Cermelli, Giuseppe Averta, Barbara Caputo
Cross-Domain Transfer Learning with CoRTe: Consistent and Reliable Transfer from Black-Box to Lightweight Segmentation Model. ICCV (Workshops) (2023)
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
The Robust Semantic Segmentation UNCV2023 Challenge Results. CoRR (2023)
Shyam Nandan Rai, Fabio Cermelli, Barbara Caputo, Carlo Masone
Mask2Anomaly: Mask Transformer for Universal Open-set Segmentation. CoRR (2023)
Shyam Nandan Rai, Fabio Cermelli, Dario Fontanel, Carlo Masone, Barbara Caputo
Unmasking Anomalies in Road-Scene Segmentation. CoRR (2023)
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
The Robust Semantic Segmentation UNCV2023 Challenge Results. ICCV (Workshops) (2023)
Fabio Cermelli, Matthieu Cord, Arthur Douillard
CoMFormer: Continual Learning in Semantic and Panoptic Segmentation. CVPR (2023)
Fabio Cermelli, Antonino Geraci, Dario Fontanel, Barbara Caputo
Modeling Missing Annotations for Incremental Learning in Object Detection. CVPR Workshops (2022)
Fabio Cermelli, Antonino Geraci, Dario Fontanel, Barbara Caputo
Modeling Missing Annotations for Incremental Learning in Object Detection. CoRR (2022)
Fabio Cermelli, Massimiliano Mancini, Samuel Rota Bulò, Elisa Ricci, Barbara Caputo
Modeling the Background for Incremental and Weakly-Supervised Semantic Segmentation. IEEE Trans. Pattern Anal. Mach. Intell. 44 (12) (2022)
Fabio Cermelli, Matthieu Cord, Arthur Douillard
CoMFormer: Continual Learning in Semantic and Panoptic Segmentation. CoRR (2022)
Fabio Cermelli, Dario Fontanel, Antonio Tavera, Marco Ciccone, Barbara Caputo
Incremental Learning in Semantic Segmentation from Image Labels. CVPR (2022)
Edoardo Arnaudo, Fabio Cermelli, Antonio Tavera, Claudio Rossi, Barbara Caputo
A Contrastive Distillation Approach for Incremental Semantic Segmentation in Aerial Images. ICIAP (2) (2022)
Dario Fontanel, Matteo Tarantino, Fabio Cermelli, Barbara Caputo
Detecting the unknown in Object Detection. CoRR (2022)
Lidia Fantauzzo, Eros Fani', Debora Caldarola, Antonio Tavera, Fabio Cermelli, Marco Ciccone, Barbara Caputo
FedDrive: Generalizing Federated Learning to Semantic Segmentation in Autonomous Driving. CoRR (2022)
Antonio Tavera, Fabio Cermelli, Carlo Masone, Barbara Caputo
Pixel-by-Pixel Cross-Domain Alignment for Few-Shot Semantic Segmentation. WACV (2022)
Fabio Cermelli, Massimiliano Mancini, Samuel Rota Bulò, Elisa Ricci, Barbara Caputo
Modeling the Background for Incremental and Weakly-Supervised Semantic Segmentation. CoRR (2022)
Dario Fontanel, Fabio Cermelli, Antonino Geraci, Mauro Musarra, Matteo Tarantino, Barbara Caputo
Relaxing the Forget Constraints in Open World Recognition. ICIAP (1) (2022)
Lidia Fantauzzo, Eros Fanì, Debora Caldarola, Antonio Tavera, Fabio Cermelli, Marco Ciccone, Barbara Caputo
FedDrive: Generalizing Federated Learning to Semantic Segmentation in Autonomous Driving. IROS (2022)
Dario Fontanel, Fabio Cermelli, Massimiliano Mancini, Barbara Caputo
Detecting Anomalies in Semantic Segmentation With Prototypes. CVPR Workshops (2021)
Edoardo Arnaudo, Fabio Cermelli, Antonio Tavera, Claudio Rossi, Barbara Caputo
A Contrastive Distillation Approach for Incremental Semantic Segmentation in Aerial Images. CoRR (2021)
Dario Fontanel, Fabio Cermelli, Massimiliano Mancini, Barbara Caputo
On the Challenges of Open World Recognitionunder Shifting Visual Domains. CoRR (2021)
Giuseppe Pastore, Fabio Cermelli, Yongqin Xian, Massimiliano Mancini, Zeynep Akata, Barbara Caputo
A Closer Look at Self-Training for Zero-Label Semantic Segmentation. CVPR Workshops (2021)
Fabio Cermelli, Dario Fontanel, Antonio Tavera, Marco Ciccone, Barbara Caputo
Incremental Learning in Semantic Segmentation from Image Labels. CoRR (2021)
Giuseppe Pastore, Fabio Cermelli, Yongqin Xian, Massimiliano Mancini, Zeynep Akata, Barbara Caputo
A Closer Look at Self-training for Zero-Label Semantic Segmentation. CoRR (2021)
Dario Fontanel, Fabio Cermelli, Massimiliano Mancini, Barbara Caputo
On the Challenges of Open World Recognition Under Shifting Visual Domains. IEEE Robotics Autom. Lett. 6 (2) (2021)
Fabio Cermelli, Massimiliano Mancini, Yongqin Xian, Zeynep Akata, Barbara Caputo
Prototype-based Incremental Few-Shot Segmentation. BMVC (2021)
Antonio Tavera, Fabio Cermelli, Carlo Masone, Barbara Caputo
Pixel-by-Pixel Cross-Domain Alignment for Few-Shot Semantic Segmentation. CoRR (2021)
Dario Fontanel, Fabio Cermelli, Massimiliano Mancini, Barbara Caputo
Detecting Anomalies in Semantic Segmentation with Prototypes. CoRR (2021)
Dario Fontanel, Fabio Cermelli, Massimiliano Mancini, Samuel Rota Bulò, Elisa Ricci, Barbara Caputo
Boosting Deep Open World Recognition by Clustering. CoRR (2020)
Fabio Cermelli, Massimiliano Mancini, Samuel Rota Bulò, Elisa Ricci, Barbara Caputo
Modeling the Background for Incremental Learning in Semantic Segmentation. CVPR (2020)
Fabio Cermelli, Massimiliano Mancini, Yongqin Xian, Zeynep Akata, Barbara Caputo
A Few Guidelines for Incremental Few-Shot Segmentation. CoRR (2020)
Dario Fontanel, Fabio Cermelli, Massimiliano Mancini, Samuel Rota Bulò, Elisa Ricci, Barbara Caputo
Boosting Deep Open World Recognition by Clustering. IEEE Robotics Autom. Lett. 5 (4) (2020)
Fabio Cermelli, Massimiliano Mancini, Samuel Rota Bulò, Elisa Ricci, Barbara Caputo
Modeling the Background for Incremental Learning in Semantic Segmentation. CoRR (2020)
Massimiliano Mancini, Lorenzo Porzi, Fabio Cermelli, Barbara Caputo
Discovering Latent Domains for Unsupervised Domain Adaptation Through Consistency. ICIAP (2) (2019)
Fabio Cermelli, Massimiliano Mancini, Elisa Ricci, Barbara Caputo
The RGB-D Triathlon: Towards Agile Visual Toolboxes for Robots. IROS (2019)
Fabio Cermelli, Massimiliano Mancini, Elisa Ricci, Barbara Caputo
The RGB-D Triathlon: Towards Agile Visual Toolboxes for Robots. CoRR (2019)
Alberto Cannavò, Fabio Cermelli, Vincenzo Chiaramida, Giovanni Ciccone, Fabrizio Lamberti, Paolo Montuschi, Gianluca Paravati
T4T: Tangible interface for tuning 3D object manipulation tools. 3DUI (2017)