Archivio Istituzionale della RicercaCERMELLI, FABIO
Mask2Anomaly: Mask Transformer for Universal Open-set Segmentation
2024 Rai, SHYAM NANDAN; Cermelli, Fabio; Caputo, Barbara; Masone, Carlo
PEM: Prototype-Based Efficient MaskFormer for Image Segmentation
2024 Cavagnero, Niccolo; Rosi, Gabriele; Cuttano, Claudia; Pistilli, Francesca; Ciccone, Marco; Averta, Giuseppe; Cermelli, Fabio
The revenge of BiSeNet: Efficient Multi-Task Image Segmentation
2024 Rosi, Gabriele; Cuttano, Claudia; Cavagnero, Niccolo; Averta, Giuseppe; Cermelli, Fabio
CoMFormer: Continual Learning in Semantic and Panoptic Segmentation
2023 Cermelli, Fabio; Cord, Matthieu; Douillard, Arthur
Cross-Domain Transfer Learning with CoRTe: Consistent and Reliable Transfer from Black-Box to Lightweight Segmentation Model
2023 Cuttano, Claudia; Tavera, Antonio; Cermelli, Fabio; Averta, GIUSEPPE BRUNO; Caputo, Barbara
Learning New Classes from Limited Data in Image Segmentation and Object Detection
2023 Cermelli, Fabio
The Robust Semantic Segmentation UNCV2023 Challenge Results
2023 Yu, Xuanlong; Zuo, Yi; Wang, Zitao; Zhang, Xiaowen; Zhao, Jiaxuan; Yang, Yuting; Jiao, Licheng; Peng, Rui; Wang, Xinyi; Zhang, Junpei; Zhang, Kexin; Liu, Fang; Alcover-Couso, Roberto; Sanmiguel, Juan C.; Escudero-Viñolo, Marcos; Tian, Hanlin; Matsui, Kenta; Wang, Tianhao; Adan, Fahmy; Gao, Zhitong; He, Xuming; Bouniot, Quentin; Moghaddam, Hossein; Rai, SHYAM NANDAN; Cermelli, Fabio; Masone, Carlo; Pilzer, Andrea; Ricci, Elisa; Bursuc, Andrei; Solin, Arno; Trapp, Martin; Li, Rui; Yao, Angela; Chen, Wenlong; Simpson, Ivor; Campbell, Neill D. F.; Franchi, Gianni
Unmasking Anomalies in Road-Scene Segmentation
2023 Rai, SHYAM NANDAN; Cermelli, Fabio; Fontanel, Dario; Masone, Carlo; Caputo, Barbara
A Contrastive Distillation Approach for Incremental Semantic Segmentation in Aerial Images
2022 Arnaudo, Edoardo; Cermelli, Fabio; Tavera, Antonio; Rossi, Claudio; Caputo, Barbara
FedDrive: Generalizing Federated Learning to Semantic Segmentation in Autonomous Driving
2022 Fantauzzo, Lidia; Fani', Eros; Caldarola, Debora; Tavera, Antonio; Cermelli, Fabio; Ciccone, Marco; Caputo, Barbara
Incremental Learning in Semantic Segmentation from Image Labels
2022 Cermelli, Fabio; Fontanel, Dario; Tavera, Antonio; Ciccone, Marco; Caputo, Barbara
Modeling Missing Annotations for Incremental Learning in Object Detection
2022 Cermelli, Fabio; Geraci, Antonino; Fontanel, Dario; Caputo, Barbara
Modeling the Background for Incremental and Weakly-Supervised Semantic Segmentation
2022 Cermelli, F.; Mancini, M.; Rota Bulo, S.; Ricci, E.; Caputo, B.
Pixel-by-Pixel Cross-Domain Alignment for Few-Shot Semantic Segmentation
2022 Tavera, Antonio; Cermelli, Fabio; Masone, Carlo; Caputo, Barbara
Relaxing the Forget Constraints in Open World Recognition
2022 Fontanel, Dario; Cermelli, Fabio; Geraci, Antonino; Musarra, Mauro; Tarantino, Matteo; Caputo, Barbara
A Closer Look at Self-training for Zero-Label Semantic Segmentation
2021 Pastore, Giuseppe; Cermelli, Fabio; Xian, Yongqin; Mancini, Massimiliano; Akata, Zeynep; Caputo, Barbara
Detecting Anomalies in Semantic Segmentation with Prototypes
2021 Fontanel, Dario; Cermelli, Fabio; Massimiliano, Mancini; Caputo, Barbara
On the Challenges of Open World Recognition under Shifting Visual Domains
2021 Fontanel, D.; Cermelli, F.; Mancini, M.; Caputo, B.
Prototype-based Incremental Few-Shot Segmentation
2021 Cermelli, Fabio; Mancini, Massimiliano; Xian, Yongqin; Akata, Zeynep; Caputo, Barbara
Boosting Deep Open World Recognition by Clustering
2020 Fontanel, Dario; Cermelli, Fabio; Mancini, Massimiliano; Rota Bulò, Samuel; Ricci, Elisa; Caputo, Barbara
| Citazione | Data di pubblicazione | Autori | File |
|---|---|---|---|
| Mask2Anomaly: Mask Transformer for Universal Open-set Segmentation / Rai, SHYAM NANDAN; Cermelli, Fabio; Caputo, Barbara; Masone, Carlo. - In: IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE. - ISSN 0162-8828. - STAMPA. - (2024). [10.1109/TPAMI.2024.3419055] | 1-gen-2024 | Shyam Nandan RaiFabio CermelliBarbara CaputoCarlo Masone | 2309.04573.pdf; Mask2Anomaly_Mask_Transformer_for_Universal_Open-set_Segmentation.pdf |
| PEM: Prototype-Based Efficient MaskFormer for Image Segmentation / Cavagnero, Niccolo; Rosi, Gabriele; Cuttano, Claudia; Pistilli, Francesca; Ciccone, Marco; Averta, Giuseppe; Cermelli, Fabio. - ELETTRONICO. - 34:(2024), pp. 15804-15813. (Intervento presentato al convegno Conference on Computer Vision and Pattern Recognition (CVPR) tenutosi a Seattle WA (USA) nel 16-22 June 2024) [10.1109/cvpr52733.2024.01496]. | 1-gen-2024 | Cavagnero, NiccoloRosi, GabrieleCuttano, ClaudiaPistilli, FrancescaCiccone, MarcoAverta, GiuseppeCermelli, Fabio | Cavagnero_PEM_Prototype-based_Efficient_MaskFormer_for_Image_Segmentation_CVPR_2024_paper.pdf; PEM_Prototype-Based_Efficient_MaskFormer_for_Image_Segmentation.pdf |
| The revenge of BiSeNet: Efficient Multi-Task Image Segmentation / Rosi, Gabriele; Cuttano, Claudia; Cavagnero, Niccolo; Averta, Giuseppe; Cermelli, Fabio. - ELETTRONICO. - 34:(2024), pp. 8066-8074. (Intervento presentato al convegno Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) tenutosi a Seattle WA (USA) nel 16-22 June 2024) [10.1109/cvprw63382.2024.00806]. | 1-gen-2024 | Rosi, GabrieleCuttano, ClaudiaCavagnero, NiccoloAverta, GiuseppeCermelli, Fabio | Rosi_The_Revenge_of_BiSeNet_Efficient_Multi-Task_Image_Segmentation_CVPRW_2024_paper.pdf; The_revenge_of_BiSeNet_Efficient_Multi-Task_Image_Segmentation.pdf |
| CoMFormer: Continual Learning in Semantic and Panoptic Segmentation / Cermelli, Fabio; Cord, Matthieu; Douillard, Arthur. - (2023), pp. 3010-3020. (Intervento presentato al convegno 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition tenutosi a Vancouver (CAN) nel 17-24 June 2023) [10.1109/CVPR52729.2023.00294]. | 1-gen-2023 | Cermelli, Fabio + | Cermelli_CoMFormer_Continual_Learning_in_Semantic_and_Panoptic_Segmentation_CVPR_2023_paper.pdf; Cermelli_CoMFormer_Continual_Learning_in_Semantic_and_Panoptic_Segmentation_CVPR_2023_paper.pdf |
| Cross-Domain Transfer Learning with CoRTe: Consistent and Reliable Transfer from Black-Box to Lightweight Segmentation Model / Cuttano, Claudia; Tavera, Antonio; Cermelli, Fabio; Averta, GIUSEPPE BRUNO; Caputo, Barbara. - (2023), pp. 1404-1414. (Intervento presentato al convegno IEEE/CVF International Conference on Computer Vision (ICCV) Workshops tenutosi a Paris (FR) nel 02-06 October 2023) [10.1109/ICCVW60793.2023.00153]. | 1-gen-2023 | Cuttano ClaudiaTavera AntonioCermelli FabioAverta GiuseppeCaputo Barbara | Cuttano_Cross-Domain_Transfer_Learning_with_CoRTe_Consistent_and_Reliable_Transfer_from_ICCVW_2023_paper.pdf; Cross-Domain_Transfer_Learning_with_CoRTe_Consistent_and_Reliable_Transfer_from_Black-Box_to_Lightweight_Segmentation_Model.pdf |
| Learning New Classes from Limited Data in Image Segmentation and Object Detection / Cermelli, Fabio. - (2023 Jul 10), pp. 1-135. | 10-lug-2023 | CERMELLI, FABIO | conv_main.pdf; conv_abstract.pdf |
| The Robust Semantic Segmentation UNCV2023 Challenge Results / Yu, Xuanlong; Zuo, Yi; Wang, Zitao; Zhang, Xiaowen; Zhao, Jiaxuan; Yang, Yuting; Jiao, Licheng; Peng, Rui; Wang, Xinyi; Zhang, Junpei; Zhang, Kexin; Liu, Fang; Alcover-Couso, Roberto; Sanmiguel, Juan C.; Escudero-Viñolo, Marcos; Tian, Hanlin; Matsui, Kenta; Wang, Tianhao; Adan, Fahmy; Gao, Zhitong; He, Xuming; Bouniot, Quentin; Moghaddam, Hossein; Rai, SHYAM NANDAN; Cermelli, Fabio; Masone, Carlo; Pilzer, Andrea; Ricci, Elisa; Bursuc, Andrei; Solin, Arno; Trapp, Martin; Li, Rui; Yao, Angela; Chen, Wenlong; Simpson, Ivor; Campbell, Neill D. F.; Franchi, Gianni. - (2023), pp. 4620-4630. (Intervento presentato al convegno Uncertainty Estimation for Computer Vision, International Conference on Computer Vision Workshop tenutosi a Paris (FRA) nel 02-06 October 2023) [10.1109/ICCVW60793.2023.00496]. | 1-gen-2023 | Kenta MatsuiShyam Nandan RaiFabio CermelliCarlo Masone + | Yu_The_Robust_Semantic_Segmentation_UNCV2023_Challenge_Results_ICCVW_2023_paper.pdf; The_Robust_Semantic_Segmentation_UNCV2023_Challenge_Results.pdf |
| Unmasking Anomalies in Road-Scene Segmentation / Rai, SHYAM NANDAN; Cermelli, Fabio; Fontanel, Dario; Masone, Carlo; Caputo, Barbara. - (2023), pp. 4014-4023. (Intervento presentato al convegno International Conference on Computer Vision 2023 tenutosi a Paris (FR) nel 01-06 October 2023) [10.1109/ICCV51070.2023.00373]. | 1-gen-2023 | Shyam Nandan RaiFabio CermelliDario FontanelCarlo MasoneBarbara Caputo | 2307.13316v1.pdf; Unmasking_Anomalies_in_Road-Scene_Segmentation.pdf |
| A Contrastive Distillation Approach for Incremental Semantic Segmentation in Aerial Images / Arnaudo, Edoardo; Cermelli, Fabio; Tavera, Antonio; Rossi, Claudio; Caputo, Barbara. - ELETTRONICO. - (2022), pp. 742-754. (Intervento presentato al convegno International Conference on Image Analysis and Processing tenutosi a Lecce (IT) nel 23/05/2022) [10.1007/978-3-031-06430-2_62]. | 1-gen-2022 | Arnaudo,EdoardoCermelli,FabioTavera,AntonioCaputo,Barbara + | ICIAP_2021_arnaudo_contrastive_distillation_camera_ready.pdf; 978-3-031-06430-2_62.pdf |
| FedDrive: Generalizing Federated Learning to Semantic Segmentation in Autonomous Driving / Fantauzzo, Lidia; Fani', Eros; Caldarola, Debora; Tavera, Antonio; Cermelli, Fabio; Ciccone, Marco; Caputo, Barbara. - (2022), pp. 11504-11511. (Intervento presentato al convegno 2022 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS 2022) tenutosi a Kyoto (JPN) nel 23-27 October 2022) [10.1109/IROS47612.2022.9981098]. | 1-gen-2022 | Fantauzzo,LidiaFani',ErosCaldarola,DeboraTavera,AntonioCermelli,FabioCiccone,MarcoCaputo,Barbara | FedDrive__Generalizing_Federated_Learning_to_Semantic_Segmentation_in_Autonomous_Driving.pdf; FedDrive_Generalizing_Federated_Learning_to_Semantic_Segmentation_in_Autonomous_Driving.pdf |
| Incremental Learning in Semantic Segmentation from Image Labels / Cermelli, Fabio; Fontanel, Dario; Tavera, Antonio; Ciccone, Marco; Caputo, Barbara. - ELETTRONICO. - Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition:(2022), pp. 4361-4371. (Intervento presentato al convegno Conference on Computer Vision and Pattern Recognition 2022 tenutosi a New Orleans, Louisiana (USA) nel 18-24 June 2022) [10.1109/CVPR52688.2022.00433]. | 1-gen-2022 | Fabio CermelliDario FontanelAntonio TaveraMarco CicconeBarbara Caputo | 2112.01882.pdf; Incremental_Learning_in_Semantic_Segmentation_from_Image_Labels.pdf |
| Modeling Missing Annotations for Incremental Learning in Object Detection / Cermelli, Fabio; Geraci, Antonino; Fontanel, Dario; Caputo, Barbara. - ELETTRONICO. - IEEE/CVF Computer Vision and Pattern Recognition (Workshop CLVISION):(2022), pp. 3699-3709. (Intervento presentato al convegno Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition tenutosi a New Orleans (USA) nel 19-20 June 2022) [10.1109/CVPRW56347.2022.00414]. | 1-gen-2022 | Fabio CermelliAntonino GeraciDario FontanelBarbara Caputo | 2204.08766.pdf; Modeling_Missing_Annotations_for_Incremental_Learning_in_Object_Detection.pdf |
| Modeling the Background for Incremental and Weakly-Supervised Semantic Segmentation / Cermelli, F.; Mancini, M.; Rota Bulo, S.; Ricci, E.; Caputo, B.. - In: IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE. - ISSN 0162-8828. - ELETTRONICO. - 44:12(2022), pp. 10099-10113. [10.1109/TPAMI.2021.3133954] | 1-gen-2022 | Cermelli F.Caputo B. + | PAMI_ModelingBackgroundILSS (1).pdf; Modeling_the_Background_for_Incremental_and_Weakly-Supervised_Semantic_Segmentation.pdf |
| Pixel-by-Pixel Cross-Domain Alignment for Few-Shot Semantic Segmentation / Tavera, Antonio; Cermelli, Fabio; Masone, Carlo; Caputo, Barbara. - ELETTRONICO. - (2022), pp. 1959-1968. (Intervento presentato al convegno 2022 IEEE Winter Conference on Applications of Computer Vision (WACV) tenutosi a Waikoloa, Hawaii nel 04/01/2022-08/01/2022) [10.1109/WACV51458.2022.00202]. | 1-gen-2022 | Tavera, AntonioCermelli, FabioMasone, CarloCaputo, Barbara | PixDA___WACV2022_Submission.pdf; Pixel-by-Pixel_Cross-Domain_Alignment_for_Few-Shot_Semantic_Segmentation.pdf |
| Relaxing the Forget Constraints in Open World Recognition / Fontanel, Dario; Cermelli, Fabio; Geraci, Antonino; Musarra, Mauro; Tarantino, Matteo; Caputo, Barbara. - ELETTRONICO. - 1:(2022), pp. 751-763. (Intervento presentato al convegno 21st International Conference on Image Analysis and Processing tenutosi a Lecce (Italy) nel May 23–27, 2022) [10.1007/978-3-031-06427-2_62]. | 1-gen-2022 | Fontanel, DarioCermelli, FabioGeraci, AntoninoMusarra, MauroCaputo, Barbara + | ICIAP_2021_Fontanel.pdf; 978-3-031-06427-2_62.pdf |
| A Closer Look at Self-training for Zero-Label Semantic Segmentation / Pastore, Giuseppe; Cermelli, Fabio; Xian, Yongqin; Mancini, Massimiliano; Akata, Zeynep; Caputo, Barbara. - ELETTRONICO. - Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops, 2021:(2021), pp. 2693-2702. (Intervento presentato al convegno Learning from Limited and Imperfect Data (L2ID) Workshop & Challenges) [10.1109/CVPRW53098.2021.00303]. | 1-gen-2021 | Giuseppe PastoreFabio CermelliBarbara Caputo + | Pastore_A_Closer_Look_at_Self-Training_for_Zero-Label_Semantic_Segmentation_CVPRW_2021_paper.pdf; A_Closer_Look_at_Self-training_for_Zero-Label_Semantic_Segmentation.pdf |
| Detecting Anomalies in Semantic Segmentation with Prototypes / Fontanel, Dario; Cermelli, Fabio; Massimiliano, Mancini; Caputo, Barbara. - ELETTRONICO. - (2021). (Intervento presentato al convegno Safe Artificial Intelligence for Automated Driving (SAIAD) CVPRW tenutosi a Virtual nel 19/06/2021) [10.1109/CVPRW53098.2021.00021]. | 1-gen-2021 | Fontanel DarioCermelli FabioCaputo Barbara + | CVPRW.pdf |
| On the Challenges of Open World Recognition under Shifting Visual Domains / Fontanel, D.; Cermelli, F.; Mancini, M.; Caputo, B.. - In: IEEE ROBOTICS AND AUTOMATION LETTERS. - ISSN 2377-3766. - ELETTRONICO. - 6:2(2021), pp. 604-611. [10.1109/LRA.2020.3047777] | 1-gen-2021 | Fontanel D.Cermelli F.Caputo B. + | OnTheChallenges.pdf; OWR_DA_ICRA_20_Final_submission.pdf |
| Prototype-based Incremental Few-Shot Segmentation / Cermelli, Fabio; Mancini, Massimiliano; Xian, Yongqin; Akata, Zeynep; Caputo, Barbara. - ELETTRONICO. - 32nd British Machine Vision Conference 2021, BMVC 2021:(2021). (Intervento presentato al convegno 32nd British Machine Vision Conference 2021, BMVC 2021 tenutosi a Online nel Novembre 2021). | 1-gen-2021 | Fabio CermelliBarbara Caputo + | 0484.pdf |
| Boosting Deep Open World Recognition by Clustering / Fontanel, Dario; Cermelli, Fabio; Mancini, Massimiliano; Rota Bulò, Samuel; Ricci, Elisa; Caputo, Barbara. - In: IEEE ROBOTICS AND AUTOMATION LETTERS. - ISSN 2377-3766. - 5:4(2020), pp. 5985-5992. [10.1109/LRA.2020.3010753] | 1-gen-2020 | Dario FontanelFabio CermelliBarbara Caputo + | 09145605.pdf; OWR_RAL_20.pdf |