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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
Hierarchical Instance Mixing across Domains in Aerial Segmentation
2023 Arnaudo, Edoardo; Tavera, Antonio; Masone, Carlo; Dominici, Fabrizio; Caputo, Barbara
Learn to Generalize and Adapt across Domains in Semantic Segmentation
2023 Tavera, Antonio
Learning Across Domains and Devices: Style-Driven Source-Free Domain Adaptation in Clustered Federated Learning
2023 Shenaj, Donald; Fani, Eros; Toldo, Marco; Caldarola, Debora; Tavera, Antonio; Michieli, Umberto; Ciccone, Marco; Zanuttigh, Pietro; Caputo, Barbara
A Contrastive Distillation Approach for Incremental Semantic Segmentation in Aerial Images
2022 Arnaudo, Edoardo; Cermelli, Fabio; Tavera, Antonio; Rossi, Claudio; Caputo, Barbara
Augmentation Invariance and Adaptive Sampling in Semantic Segmentation of Agricultural Aerial Images
2022 Tavera, Antonio; Arnaudo, Edoardo; Masone, Carlo; 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
Learning Semantics for Visual Place Recognition Through Multi-scale Attention
2022 Paolicelli, Valerio; Tavera, Antonio; Masone, Carlo; Berton, GABRIELE MORENO; Caputo, Barbara
Pixel-by-Pixel Cross-Domain Alignment for Few-Shot Semantic Segmentation
2022 Tavera, Antonio; Cermelli, Fabio; Masone, Carlo; Caputo, Barbara
Reimagine BiSeNet for Real-Time Domain Adaptation in Semantic Segmentation
2021 Tavera, Antonio; Masone, Carlo; Caputo, Barbara
IDDA: A Large-Scale Multi-Domain Dataset for Autonomous Driving
2020 Alberti, Emanuele; Tavera, Antonio; Masone, Carlo; Caputo, Barbara
IDDA: A Large-Scale Multi-Domain Dataset for Autonomous Driving
2020 Alberti, Emanuele; Tavera, Antonio; Masone, Carlo; Caputo, Barbara
| Citazione | Data di pubblicazione | Autori | File |
|---|---|---|---|
| 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 |
| 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 |
| Learn to Generalize and Adapt across Domains in Semantic Segmentation / Tavera, Antonio. - (2023 Jun 27), pp. 1-126. | 27-giu-2023 | TAVERA, ANTONIO | Tesi_Dottorato_Tavera.pdf; Tesi_Dottorato_Tavera_-_Abstract.pdf |
| Learning Across Domains and Devices: Style-Driven Source-Free Domain Adaptation in Clustered Federated Learning / Shenaj, Donald; Fani, Eros; Toldo, Marco; Caldarola, Debora; Tavera, Antonio; Michieli, Umberto; Ciccone, Marco; Zanuttigh, Pietro; Caputo, Barbara. - (2023), pp. 444-454. (Intervento presentato al convegno IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) tenutosi a Waikoloa, Hawaii (USA) nel 02-07 January 2023) [10.1109/WACV56688.2023.00052]. | 1-gen-2023 | Fani,ErosCaldarola,DeboraTavera,AntonioCiccone,MarcoCaputo,Barbara + | Learning_Across_Domains_and_Devices_Style-Driven_Source-Free_Domain_Adaptation_in_Clustered_Federated_Learning.pdf; 2210.02326_compressed.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 |
| Augmentation Invariance and Adaptive Sampling in Semantic Segmentation of Agricultural Aerial Images / Tavera, Antonio; Arnaudo, Edoardo; Masone, Carlo; Caputo, Barbara. - Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops:(2022), pp. 1656-1665. (Intervento presentato al convegno Conference on Computer Vision and Pattern Recognition (CVPR 2022) tenutosi a New Orleans nel 19-24 June 2022). | 1-gen-2022 | Tavera, AntonioArnaudo, EdoardoMasone, CarloCaputo, Barbara | Tavera_Augmentation_Invariance_and_Adaptive_Sampling_in_Semantic_Segmentation_of_Agricultural_CVPRW_2022_paper.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 |
| Learning Semantics for Visual Place Recognition Through Multi-scale Attention / Paolicelli, Valerio; Tavera, Antonio; Masone, Carlo; Berton, GABRIELE MORENO; Caputo, Barbara. - 2:(2022), pp. 454-466. (Intervento presentato al convegno International Conference on Image Analysis and Processing tenutosi a Lecce nel May 23–27, 2022) [10.1007/978-3-031-06430-2_38]. | 1-gen-2022 | Valerio PaolicelliAntonio TaveraCarlo MasoneGabriele BertonBarbara Caputo | Paolicelli2022_Chapter_LearningSemanticsForVisualPlac.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 |
| Reimagine BiSeNet for Real-Time Domain Adaptation in Semantic Segmentation / Tavera, Antonio; Masone, Carlo; Caputo, Barbara. - ELETTRONICO. - (2021), pp. 33-36. (Intervento presentato al convegno Italian Institute of Robotics and Intelligent Machines (2021 I-RIM Conference) tenutosi a Rome nel 08/10/2021 - 10/10/2021) [10.5281/zenodo.6367918]. | 1-gen-2021 | Tavera, AntonioMasone, CarloCaputo, Barbara | RTDA_in_SemSeg.pdf |
| IDDA: A Large-Scale Multi-Domain Dataset for Autonomous Driving / Alberti, Emanuele; Tavera, Antonio; Masone, Carlo; Caputo, Barbara. - (2020). (Intervento presentato al convegno 2020 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS) tenutosi a Las Vegas (USA) nel 25-29 Ottobre 2020). | 1-gen-2020 | Emanuele AlbertiAntonio TaveraCarlo MasoneBarbara Caputo | 2790.pdf |
| IDDA: A Large-Scale Multi-Domain Dataset for Autonomous Driving / Alberti, Emanuele; Tavera, Antonio; Masone, Carlo; Caputo, Barbara. - In: IEEE ROBOTICS AND AUTOMATION LETTERS. - ISSN 2377-3766. - 5:4(2020), pp. 5526-5533. [10.1109/lra.2020.3009075] | 1-gen-2020 | Emanuele AlbertiAntonio TaveraCarlo MasoneBarbara Caputo | 09140347.pdf |