CERMELLI, FABIO

CERMELLI, FABIO  

Dipartimento di Automatica e Informatica  

044113  

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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. - (In corso di stampa). In corso di stampa Shyam Nandan RaiFabio CermelliBarbara CaputoCarlo Masone 2309.04573.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. - (In corso di stampa). (Intervento presentato al convegno Uncertainty Estimation for Computer Vision, International Conference on Computer Vision Workshop). In corso di stampa Kenta MatsuiShyam Nandan RaiFabio CermelliCarlo Masone + Yu_The_Robust_Semantic_Segmentation_UNCV2023_Challenge_Results_ICCVW_2023_paper.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.pdfCermelli_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.pdfCross-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.pdfconv_abstract.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.pdfUnmasking_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.pdf978-3-031-06430-2_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.pdfFedDrive_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.pdfIncremental_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.pdfModeling_Missing_Annotations_for_Incremental_Learning_in_Object_Detection.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.pdfPixel-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.pdf978-3-031-06427-2_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.pdfA_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). 1-gen-2021 Fontanel DarioCermelli FabioCaputo Barbara + CVPRW.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(2021), pp. 10099-10113. [10.1109/TPAMI.2021.3133954] 1-gen-2021 Cermelli F.Caputo B. + PAMI_ModelingBackgroundILSS (1).pdfModeling_the_Background_for_Incremental_and_Weakly-Supervised_Semantic_Segmentation.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.pdfOWR_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.pdfOWR_RAL_20.pdf
Modeling the Background for Incremental Learning in Semantic Segmentation / Cermelli, Fabio; Mancini, Massimiliano; Rota Bulò, Samuel; Ricci, Elisa; Caputo, Barbara. - ELETTRONICO. - The IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2020:(2020), pp. 9230-9239. (Intervento presentato al convegno The IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2020 tenutosi a Seattle (USA) nel June 14-19 2020). 1-gen-2020 Fabio CermelliBarbara Caputo + Cermelli_Modeling_the_Background_for_Incremental_Learning_in_Semantic_Segmentation_CVPR_2020_paper.pdf09157089.pdf
Discovering Latent Domains for Unsupervised Domain Adaptation Through Consistency / Mancini, Massimiliano; Porzi, Lorenzo; Cermelli, Fabio; Caputo, Barbara. - (2019), pp. 390-401. (Intervento presentato al convegno International Conference on Image Analysis and Processing) [10.1007/978-3-030-30645-8_36]. 1-gen-2019 CERMELLI, FABIOCaputo Barbara + Mancini2019_Chapter_DiscoveringLatentDomainsForUns.pdf