Archivio Istituzionale della RicercaCAPUTO, BARBARA
CAPUTO, BARBARA
Dipartimento di Automatica e Informatica
049473
Resource-Efficient Personalization in Federated Learning with Closed-Form Classifiers
In corso di stampa Fani, Eros; Camoriano, Raffaello; Caputo, Barbara; Ciccone, Marco
Egocentric zone-aware action recognition across environments
2025 Peirone, Simone Alberto; Goletto, Gabriele; Planamente, Mirco; Bottino, Andrea; Caputo, Barbara; Averta, Giuseppe
Accelerating Federated Learning via Sequential Training of Grouped Heterogeneous Clients
2024 Silvi, Andrea; Rizzardi, Andrea; Caldarola, Debora; Caputo, Barbara; Ciccone, Marco
JIST: Joint Image and Sequence Training for Sequential Visual Place Recognition
2024 Berton, Gabriele; Trivigno, Gabriele; Caputo, Barbara; Masone, Carlo
Mask2Anomaly: Mask Transformer for Universal Open-set Segmentation
2024 Rai, SHYAM NANDAN; Cermelli, Fabio; Caputo, Barbara; Masone, Carlo
Relative Norm Alignment for Tackling Domain Shift in Deep Multi-modal Classification
2024 Planamente, Mirco; Plizzari, Chiara; Peirone, Simone Alberto; Caputo, Barbara; Bottino, Andrea
Bringing Online Egocentric Action Recognition Into the Wild
2023 Goletto, Gabriele; Planamente, Mirco; Caputo, Barbara; Averta, GIUSEPPE BRUNO
Hierarchical Instance Mixing across Domains in Aerial Segmentation
2023 Arnaudo, Edoardo; Tavera, Antonio; Masone, Carlo; Dominici, Fabrizio; Caputo, Barbara
Adaptive-Attentive Geolocalization From Few Queries: A Hybrid Approach
2022 Paolicelli, V; Berton, G; Montagna, F; Masone, C; Caputo, B
Learning Sequential Descriptors for Sequence-Based Visual Place Recognition
2022 Mereu, R; Trivigno, G; Berton, G; Masone, C; Caputo, B
Modeling the Background for Incremental and Weakly-Supervised Semantic Segmentation
2022 Cermelli, F.; Mancini, M.; Rota Bulo, S.; Ricci, E.; Caputo, B.
Self-Supervised Learning Across Domains
2022 Bucci, S.; D'Innocente, A.; Liao, Y.; Carlucci, F. M.; Caputo, B.; Tommasi, T.
Self-supervision & meta-learning for one-shot unsupervised cross-domain detection
2022 Cappio Borlino, Francesco; Polizzotto, Salvatore; Caputo, Barbara; Tommasi, Tatiana
A Survey on Deep Visual Place Recognition
2021 Masone, Carlo; Caputo, Barbara
DA4Event: towards bridging the Sim-to-Real Gap for Event Cameras using Domain Adaptation
2021 Planamente, Mirco; Plizzari, Chiara; Cannici, Marco; Ciccone, Marco; Strada, Francesco; Bottino, Andrea; Matteucci, Matteo; Caputo, Barbara
Inferring Latent Domains for Unsupervised Deep Domain Adaptation
2021 Mancini, Massimiliano; Porzi, Lorenzo; Bulo Samuel, Rota; Caputo, Barbara; Ricci, Elisa
MultiDIAL: Domain Alignment Layers for (Multisource) Unsupervised Domain Adaptation
2021 Carlucci, Fabio Maria; Porzi, Lorenzo; Caputo, Barbara; Ricci, Elisa; Rota Bulo, Samuel
On the Challenges of Open World Recognition under Shifting Visual Domains
2021 Fontanel, D.; Cermelli, F.; Mancini, M.; Caputo, B.
Boosting binary masks for multi-domain learning through affine transformations
2020 Mancini, Massimiliano; Ricci, Elisa; Caputo, Barbara; Rota Bulò, Samuel
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 |
|---|---|---|---|
| Resource-Efficient Personalization in Federated Learning with Closed-Form Classifiers / Fani, Eros; Camoriano, Raffaello; Caputo, Barbara; Ciccone, Marco. - In: IEEE ACCESS. - ISSN 2169-3536. - (In corso di stampa). | In corso di stampa | Fani, ErosCamoriano, RaffaelloCaputo, BarbaraCiccone, Marco | - |
| Egocentric zone-aware action recognition across environments / Peirone, Simone Alberto; Goletto, Gabriele; Planamente, Mirco; Bottino, Andrea; Caputo, Barbara; Averta, Giuseppe. - In: PATTERN RECOGNITION LETTERS. - ISSN 0167-8655. - 188:(2025), pp. 140-147. [10.1016/j.patrec.2024.12.008] | 1-gen-2025 | Peirone, Simone AlbertoGoletto, GabrielePlanamente, MircoBottino, AndreaCaputo, BarbaraAverta, Giuseppe | 1-s2.0-S0167865524003635-main.pdf |
| Accelerating Federated Learning via Sequential Training of Grouped Heterogeneous Clients / Silvi, Andrea; Rizzardi, Andrea; Caldarola, Debora; Caputo, Barbara; Ciccone, Marco. - In: IEEE ACCESS. - ISSN 2169-3536. - 12:(2024), pp. 57043-57058. [10.1109/ACCESS.2024.3387453] | 1-gen-2024 | Caldarola, DeboraCaputo, BarbaraCiccone, Marco + | FedSeq___IEEE_Open_Access___Main_manuscript (1).pdf; Accelerating_Federated_Learning_via_Sequential_Training_of_Grouped_Heterogeneous_Clients.pdf |
| JIST: Joint Image and Sequence Training for Sequential Visual Place Recognition / Berton, Gabriele; Trivigno, Gabriele; Caputo, Barbara; Masone, Carlo. - In: IEEE ROBOTICS AND AUTOMATION LETTERS. - ISSN 2377-3766. - 9:2(2024), pp. 1310-1317. [10.1109/LRA.2023.3339058] | 1-gen-2024 | Berton, GabrieleTrivigno, GabrieleCaputo, BarbaraMasone, Carlo | JIST.pdf; JIST_Joint_Image_and_Sequence_Training_for_Sequential_Visual_Place_Recognition.pdf |
| 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. - 46:12(2024), pp. 9286-9302. [10.1109/TPAMI.2024.3419055] | 1-gen-2024 | Shyam Nandan RaiFabio CermelliBarbara CaputoCarlo Masone | Mask2Anomaly_Mask_Transformer_for_Universal_Open-Set_Segmentation.pdf |
| Relative Norm Alignment for Tackling Domain Shift in Deep Multi-modal Classification / Planamente, Mirco; Plizzari, Chiara; Peirone, Simone Alberto; Caputo, Barbara; Bottino, Andrea. - In: INTERNATIONAL JOURNAL OF COMPUTER VISION. - ISSN 0920-5691. - STAMPA. - 132:(2024), pp. 2618-2638. [10.1007/s11263-024-01998-9] | 1-gen-2024 | Planamente, MircoPlizzari, ChiaraPeirone, Simone AlbertoCaputo, BarbaraBottino, Andrea | RNA_for_IJCV__FLAT_.pdf; s11263-024-01998-9.pdf |
| Bringing Online Egocentric Action Recognition Into the Wild / Goletto, Gabriele; Planamente, Mirco; Caputo, Barbara; Averta, GIUSEPPE BRUNO. - In: IEEE ROBOTICS AND AUTOMATION LETTERS. - ISSN 2377-3766. - 8:4(2023), pp. 2333-2340. [10.1109/LRA.2023.3251843] | 1-gen-2023 | Gabriele GolettoMirco PlanamenteBarbara CaputoGiuseppe Averta | Bringing_Online_Egocentric_Action_Recognition_Into_the_Wild (1).pdf; RAL_22_Tiny_First_Person_Action_Recognition (3).pdf |
| Hierarchical Instance Mixing across Domains in Aerial Segmentation / Arnaudo, Edoardo; Tavera, Antonio; Masone, Carlo; Dominici, Fabrizio; Caputo, Barbara. - In: IEEE ACCESS. - ISSN 2169-3536. - 11:(2023), pp. 13324-13333. [10.1109/ACCESS.2023.3243475] | 1-gen-2023 | Edoardo ArnaudoAntonio TaveraCarlo MasoneFabrizio DominiciBarbara Caputo | Hierarchical_Instance_Mixing_Across_Domains_in_Aerial_Segmentation.pdf |
| Adaptive-Attentive Geolocalization From Few Queries: A Hybrid Approach / Paolicelli, V; Berton, G; Montagna, F; Masone, C; Caputo, B. - In: FRONTIERS IN COMPUTER SCIENCE. - ISSN 2624-9898. - 4:(2022). [10.3389/fcomp.2022.841817] | 1-gen-2022 | Paolicelli, VBerton, GMasone, CCaputo, B + | fcomp-04-841817.pdf |
| Learning Sequential Descriptors for Sequence-Based Visual Place Recognition / Mereu, R; Trivigno, G; Berton, G; Masone, C; Caputo, B. - In: IEEE ROBOTICS AND AUTOMATION LETTERS. - ISSN 2377-3766. - 7:4(2022), pp. 10383-10390. [10.1109/LRA.2022.3194310] | 1-gen-2022 | Trivigno, GBerton, GMasone, CCaputo, B + | Learning_Sequential_Descriptors_for_Sequence-Based_Visual_Place_Recognition.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 |
| Self-Supervised Learning Across Domains / Bucci, S.; D'Innocente, A.; Liao, Y.; Carlucci, F. M.; Caputo, B.; Tommasi, T.. - In: IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE. - ISSN 0162-8828. - 44:9(2022), pp. 5516-5528. [10.1109/TPAMI.2021.3070791] | 1-gen-2022 | Bucci S.D'Innocente A.Liao Y.Caputo B.Tommasi T. + | tpami_selfsup.pdf; Self-Supervised_Learning_Across_Domains.pdf |
| Self-supervision & meta-learning for one-shot unsupervised cross-domain detection / Cappio Borlino, Francesco; Polizzotto, Salvatore; Caputo, Barbara; Tommasi, Tatiana. - In: COMPUTER VISION AND IMAGE UNDERSTANDING. - ISSN 1077-3142. - 223:(2022). [10.1016/j.cviu.2022.103549] | 1-gen-2022 | Cappio Borlino, FrancescoCaputo, BarbaraTommasi, Tatiana + | CVIU_oshot_for_publication-1.pdf; 1-s2.0-S1077314222001278-main.pdf |
| A Survey on Deep Visual Place Recognition / Masone, Carlo; Caputo, Barbara. - In: IEEE ACCESS. - ISSN 2169-3536. - 9:(2021), pp. 19516-19547. [10.1109/ACCESS.2021.3054937] | 1-gen-2021 | Masone, CarloCaputo, Barbara | A_Survey_on_Deep_Visual_Place_Recognition.pdf |
| DA4Event: towards bridging the Sim-to-Real Gap for Event Cameras using Domain Adaptation / Planamente, Mirco; Plizzari, Chiara; Cannici, Marco; Ciccone, Marco; Strada, Francesco; Bottino, Andrea; Matteucci, Matteo; Caputo, Barbara. - In: IEEE ROBOTICS AND AUTOMATION LETTERS. - ISSN 2377-3766. - STAMPA. - 6:4(2021), pp. 6616-6623. [10.1109/LRA.2021.3093870] | 1-gen-2021 | Planamente,MircoPlizzari,ChiaraCiccone, MarcoStrada, FrancescoBottino, AndreaCaputo, Barbara + | IROS21.pdf; DA4Event_Towards_Bridging_the_Sim-to-Real_Gap_for_Event_Cameras_Using_Domain_Adaptation.pdf |
| Inferring Latent Domains for Unsupervised Deep Domain Adaptation / Mancini, Massimiliano; Porzi, Lorenzo; Bulo Samuel, Rota; Caputo, Barbara; Ricci, Elisa. - In: IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE. - ISSN 0162-8828. - STAMPA. - 43:2(2021), pp. 485-498. [10.1109/TPAMI.2019.2933829] | 1-gen-2021 | Caputo Barbara + | 08792192.pdf |
| MultiDIAL: Domain Alignment Layers for (Multisource) Unsupervised Domain Adaptation / Carlucci, Fabio Maria; Porzi, Lorenzo; Caputo, Barbara; Ricci, Elisa; Rota Bulo, Samuel. - In: IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE. - ISSN 0162-8828. - STAMPA. - 43:12(2021), pp. 4441-4452. [10.1109/TPAMI.2020.3001338] | 1-gen-2021 | Caputo, Barbara + | MultiDIAL_Domain_Alignment_Layers_for_Multisource_Unsupervised_Domain_Adaptation.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 |
| Boosting binary masks for multi-domain learning through affine transformations / Mancini, Massimiliano; Ricci, Elisa; Caputo, Barbara; Rota Bulò, Samuel. - In: MACHINE VISION AND APPLICATIONS. - ISSN 0932-8092. - 31:(2020), pp. 1-14. [10.1007/s00138-020-01090-5] | 1-gen-2020 | Caputo, Barbara + | Mancini2020_Article_BoostingBinaryMasksForMulti-do.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 |