Fabio Cermelli

48 papers A* 5A 4Journal 27Unranked 11

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Rethinking Cross-Modal Interaction for Efficient Referring Image Segmentation. IEEE Robotics Autom. Lett. Claudia Cuttano, Francesca Pistilli, Fabio Cermelli, Giuseppe Averta
2025	—	`conf`	Show or Tell? A Benchmark To Evaluate Visual and Textual Prompts in Semantic Segmentation. CVPR Workshops Gabriele Rosi, Fabio Cermelli
2025	J	`jnl`	Show or Tell? A Benchmark To Evaluate Visual and Textual Prompts in Semantic Segmentation. CoRR Gabriele Rosi, Fabio Cermelli
2024	J	`jnl`	Cross-Domain Transfer Learning with CoRTe: Consistent and Reliable Transfer from Black-Box to Lightweight Segmentation Model. CoRR Claudia Cuttano, Antonio Tavera, Fabio Cermelli, Giuseppe Averta, Barbara Caputo
2024	J	`jnl`	Mask2Anomaly: Mask Transformer for Universal Open-Set Segmentation. IEEE Trans. Pattern Anal. Mach. Intell. Shyam Nandan Rai, Fabio Cermelli, Barbara Caputo, Carlo Masone
2024	A*	`conf`	PEM: Prototype-Based Efficient MaskFormer for Image Segmentation. CVPR Niccolò Cavagnero, Gabriele Rosi, Claudia Cuttano, Francesca Pistilli, Marco Ciccone, Giuseppe Averta, Fabio Cermelli
2024	J	`jnl`	PEM: Prototype-based Efficient MaskFormer for Image Segmentation. CoRR Niccolò Cavagnero, Gabriele Rosi, Claudia Cuttano, Francesca Pistilli, Marco Ciccone, Giuseppe Averta, Fabio Cermelli
2024	—	`conf`	The revenge of BiSeNet: Efficient Multi-Task Image Segmentation. CVPR Workshops Gabriele Rosi, Claudia Cuttano, Niccolò Cavagnero, Giuseppe Averta, Fabio Cermelli
2024	J	`jnl`	The revenge of BiSeNet: Efficient Multi-Task Image Segmentation. CoRR Gabriele Rosi, Claudia Cuttano, Niccolò Cavagnero, Giuseppe Averta, Fabio Cermelli
2023	A*	`conf`	CoMFormer: Continual Learning in Semantic and Panoptic Segmentation. CVPR Fabio Cermelli, Matthieu Cord, Arthur Douillard
2023	—	`conf`	Cross-Domain Transfer Learning with CoRTe: Consistent and Reliable Transfer from Black-Box to Lightweight Segmentation Model. ICCV (Workshops) Claudia Cuttano, Antonio Tavera, Fabio Cermelli, Giuseppe Averta, Barbara Caputo
2023	—	`—`	Learning New Classes from Limited Data in Image Segmentation and Object Detection. Fabio Cermelli
2023	J	`jnl`	Mask2Anomaly: Mask Transformer for Universal Open-set Segmentation. CoRR Shyam Nandan Rai, Fabio Cermelli, Barbara Caputo, Carlo Masone
2023	—	`conf`	The Robust Semantic Segmentation UNCV2023 Challenge Results. ICCV (Workshops) 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
2023	J	`jnl`	The Robust Semantic Segmentation UNCV2023 Challenge Results. CoRR 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
2023	A*	`conf`	Unmasking Anomalies in Road-Scene Segmentation. ICCV Shyam Nandan Rai, Fabio Cermelli, Dario Fontanel, Carlo Masone, Barbara Caputo
2023	J	`jnl`	Unmasking Anomalies in Road-Scene Segmentation. CoRR Shyam Nandan Rai, Fabio Cermelli, Dario Fontanel, Carlo Masone, Barbara Caputo
2022	—	`conf`	A Contrastive Distillation Approach for Incremental Semantic Segmentation in Aerial Images. ICIAP (2) Edoardo Arnaudo, Fabio Cermelli, Antonio Tavera, Claudio Rossi, Barbara Caputo
2022	J	`jnl`	CoMFormer: Continual Learning in Semantic and Panoptic Segmentation. CoRR Fabio Cermelli, Matthieu Cord, Arthur Douillard
2022	J	`jnl`	Detecting the unknown in Object Detection. CoRR Dario Fontanel, Matteo Tarantino, Fabio Cermelli, Barbara Caputo
2022	A	`conf`	FedDrive: Generalizing Federated Learning to Semantic Segmentation in Autonomous Driving. IROS Lidia Fantauzzo, Eros Fanì, Debora Caldarola, Antonio Tavera, Fabio Cermelli, Marco Ciccone, Barbara Caputo
2022	J	`jnl`	FedDrive: Generalizing Federated Learning to Semantic Segmentation in Autonomous Driving. CoRR Lidia Fantauzzo, Eros Fanì, Debora Caldarola, Antonio Tavera, Fabio Cermelli, Marco Ciccone, Barbara Caputo
2022	A*	`conf`	Incremental Learning in Semantic Segmentation from Image Labels. CVPR Fabio Cermelli, Dario Fontanel, Antonio Tavera, Marco Ciccone, Barbara Caputo
2022	—	`conf`	Modeling Missing Annotations for Incremental Learning in Object Detection. CVPR Workshops Fabio Cermelli, Antonino Geraci, Dario Fontanel, Barbara Caputo
2022	J	`jnl`	Modeling Missing Annotations for Incremental Learning in Object Detection. CoRR Fabio Cermelli, Antonino Geraci, Dario Fontanel, Barbara Caputo
2022	J	`jnl`	Modeling the Background for Incremental and Weakly-Supervised Semantic Segmentation. CoRR Fabio Cermelli, Massimiliano Mancini, Samuel Rota Bulò, Elisa Ricci, Barbara Caputo
2022	J	`jnl`	Modeling the Background for Incremental and Weakly-Supervised Semantic Segmentation. IEEE Trans. Pattern Anal. Mach. Intell. Fabio Cermelli, Massimiliano Mancini, Samuel Rota Bulò, Elisa Ricci, Barbara Caputo
2022	A	`conf`	Pixel-by-Pixel Cross-Domain Alignment for Few-Shot Semantic Segmentation. WACV Antonio Tavera, Fabio Cermelli, Carlo Masone, Barbara Caputo
2022	—	`conf`	Relaxing the Forget Constraints in Open World Recognition. ICIAP (1) Dario Fontanel, Fabio Cermelli, Antonino Geraci, Mauro Musarra, Matteo Tarantino, Barbara Caputo
2021	—	`conf`	A Closer Look at Self-Training for Zero-Label Semantic Segmentation. CVPR Workshops Giuseppe Pastore, Fabio Cermelli, Yongqin Xian, Massimiliano Mancini, Zeynep Akata, Barbara Caputo
2021	J	`jnl`	A Closer Look at Self-training for Zero-Label Semantic Segmentation. CoRR Giuseppe Pastore, Fabio Cermelli, Yongqin Xian, Massimiliano Mancini, Zeynep Akata, Barbara Caputo
2021	J	`jnl`	A Contrastive Distillation Approach for Incremental Semantic Segmentation in Aerial Images. CoRR Edoardo Arnaudo, Fabio Cermelli, Antonio Tavera, Claudio Rossi, Barbara Caputo
2021	—	`conf`	Detecting Anomalies in Semantic Segmentation With Prototypes. CVPR Workshops Dario Fontanel, Fabio Cermelli, Massimiliano Mancini, Barbara Caputo
2021	J	`jnl`	Detecting Anomalies in Semantic Segmentation with Prototypes. CoRR Dario Fontanel, Fabio Cermelli, Massimiliano Mancini, Barbara Caputo
2021	J	`jnl`	Incremental Learning in Semantic Segmentation from Image Labels. CoRR Fabio Cermelli, Dario Fontanel, Antonio Tavera, Marco Ciccone, Barbara Caputo
2021	J	`jnl`	On the Challenges of Open World Recognition Under Shifting Visual Domains. IEEE Robotics Autom. Lett. Dario Fontanel, Fabio Cermelli, Massimiliano Mancini, Barbara Caputo
2021	J	`jnl`	On the Challenges of Open World Recognitionunder Shifting Visual Domains. CoRR Dario Fontanel, Fabio Cermelli, Massimiliano Mancini, Barbara Caputo
2021	J	`jnl`	Pixel-by-Pixel Cross-Domain Alignment for Few-Shot Semantic Segmentation. CoRR Antonio Tavera, Fabio Cermelli, Carlo Masone, Barbara Caputo
2021	A	`conf`	Prototype-based Incremental Few-Shot Segmentation. BMVC Fabio Cermelli, Massimiliano Mancini, Yongqin Xian, Zeynep Akata, Barbara Caputo
2020	J	`jnl`	A Few Guidelines for Incremental Few-Shot Segmentation. CoRR Fabio Cermelli, Massimiliano Mancini, Yongqin Xian, Zeynep Akata, Barbara Caputo
2020	J	`jnl`	Boosting Deep Open World Recognition by Clustering. CoRR Dario Fontanel, Fabio Cermelli, Massimiliano Mancini, Samuel Rota Bulò, Elisa Ricci, Barbara Caputo
2020	J	`jnl`	Boosting Deep Open World Recognition by Clustering. IEEE Robotics Autom. Lett. Dario Fontanel, Fabio Cermelli, Massimiliano Mancini, Samuel Rota Bulò, Elisa Ricci, Barbara Caputo
2020	A*	`conf`	Modeling the Background for Incremental Learning in Semantic Segmentation. CVPR Fabio Cermelli, Massimiliano Mancini, Samuel Rota Bulò, Elisa Ricci, Barbara Caputo
2020	J	`jnl`	Modeling the Background for Incremental Learning in Semantic Segmentation. CoRR Fabio Cermelli, Massimiliano Mancini, Samuel Rota Bulò, Elisa Ricci, Barbara Caputo
2019	—	`conf`	Discovering Latent Domains for Unsupervised Domain Adaptation Through Consistency. ICIAP (2) Massimiliano Mancini, Lorenzo Porzi, Fabio Cermelli, Barbara Caputo
2019	A	`conf`	The RGB-D Triathlon: Towards Agile Visual Toolboxes for Robots. IROS Fabio Cermelli, Massimiliano Mancini, Elisa Ricci, Barbara Caputo
2019	J	`jnl`	The RGB-D Triathlon: Towards Agile Visual Toolboxes for Robots. CoRR Fabio Cermelli, Massimiliano Mancini, Elisa Ricci, Barbara Caputo
2017	—	`conf`	T4T: Tangible interface for tuning 3D object manipulation tools. 3DUI Alberto Cannavò, Fabio Cermelli, Vincenzo Chiaramida, Giovanni Ciccone, Fabrizio Lamberti, Paolo Montuschi, Gianluca Paravati