Archivio Istituzionale della RicercaTOMMASI, TATIANA
TOMMASI, TATIANA
Dipartimento di Automatica e Informatica
051287
Contrastive Learning for Cross-Domain Open World Recognition
In corso di stampa Cappio Borlino, Francesco; Bucci, Silvia; Tommasi, Tatiana
Semantic Novelty Detection via Relational Reasoning
In corso di stampa Cappio Borlino, Francesco; Bucci, Silvia; Tommasi, Tatiana
Towards Open Set 3D Learning: Benchmarking and Understanding Semantic Novelty Detection on Pointclouds
In corso di stampa Alliegro, Antonio; Cappio Borlino, Francesco; Tommasi, Tatiana
End-to-End Learning to Grasp via Sampling from Object Point Clouds
In corso di stampa Alliegro, Antonio; Rudorfer, Martin; Frattin, Fabio; Leonardis, Ales; Tommasi, Tatiana
CrimeNet: Neural Structured Learning using Vision Transformer for violence detection
2023 Rendón-Segador, Fernando J.; Álvarez-García, Juan A.; Salazar González, Jose L.; Tommasi, Tatiana
Online vs. Offline Adaptive Domain Randomization Benchmark
2022 Tiboni, Gabriele; Arndt, Karol; Averta, GIUSEPPE BRUNO; Kyrki, Ville; Tommasi, Tatiana
Visual Domain Adaptation in the Deep Learning Era
2022 Csurka, Gabriela; Hospedales, Timothy M.; Salzmann, Mathieu; Tommasi, Tatiana
Self-supervision & meta-learning for one-shot unsupervised cross-domain detection
2022 Cappio Borlino, Francesco; Polizzotto, Salvatore; Caputo, Barbara; Tommasi, Tatiana
Self-Supervised Learning Across Domains
2022 Bucci, S.; D'Innocente, A.; Liao, Y.; Carlucci, F. M.; Caputo, B.; Tommasi, T.
Transient-fault-aware design and training to enhance DNNs reliability with zero-overhead
2022 Cavagnero, Niccolo'; Dos Santos, Fernando; Ciccone, Marco; Averta, GIUSEPPE BRUNO; Tommasi, Tatiana; Rech, Paolo
End-to-End Learning to Grasp via Sampling From Object Point Clouds
2022 Alliegro, A; Rudorfer, M; Frattin, F; Leonardis, A; Tommasi, T
Distance-based Hyperspherical Classification for Multi-source Open-Set Domain Adaptation
2022 Bucci, Silvia; Borlino, Francesco Cappio; Caputo, Barbara; Tommasi, Tatiana
Bridging the gap between Natural and Medical Images through Deep Colorization
2021 Morra, Lia; Piano, Luca; Lamberti, Fabrizio; Tommasi, Tatiana
Denoise and Contrast for Category Agnostic Shape Completion
2021 Alliegro, Antonio; Valsesia, Diego; Fracastoro, Giulia; Magli, Enrico; Tommasi, Tatiana
Rethinking Domain Generalization Baselines
2021 Cappio Borlino, Francesco; D'Innocente, Antonio; Tommasi, Tatiana
Multi-Modal RGB-D Scene Recognition Across Domains
2021 Ferreri, Andrea; Bucci, Silvia; Tommasi, Tatiana
Joint supervised and self-supervised learning for 3D real world challenges
2020 Alliegro, A.; Boscaini, D.; Tommasi, T.
Domain Generalization vs Data Augmentation: An Unbiased Perspective
2020 Cappio Borlino, Francesco; D’Innocente, Antonio; Tommasi, Tatiana
One-Shot Unsupervised Cross-Domain Detection
2020 D'Innocente, Antonio; CAPPIO BORLINO, Francesco; Bucci, Silvia; Caputo, Barbara; Tommasi, Tatiana
Positive-unlabeled learning for open set domain adaptation
2020 Loghmani, M. R.; Vincze, M.; Tommasi, T.
| Citazione | Data di pubblicazione | Autori | File |
|---|---|---|---|
| Contrastive Learning for Cross-Domain Open World Recognition / Cappio Borlino, Francesco; Bucci, Silvia; Tommasi, Tatiana. - ELETTRONICO. - (In corso di stampa). ((Intervento presentato al convegno The 2022 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS 2022) tenutosi a Kyoto (Giappone) nel 23-27 ottobre 2022. | In corso di stampa | Cappio Borlino, FrancescoBucci, SilviaTommasi, Tatiana | COW.pdf |
| Semantic Novelty Detection via Relational Reasoning / Cappio Borlino, Francesco; Bucci, Silvia; Tommasi, Tatiana. - (In corso di stampa). ((Intervento presentato al convegno European Conference on Computer Vision ECCV 2022. | In corso di stampa | Cappio Borlino, FrancescoBucci, SilviaTommasi, Tatiana | ReSeND.pdf |
| Towards Open Set 3D Learning: Benchmarking and Understanding Semantic Novelty Detection on Pointclouds / Alliegro, Antonio; Cappio Borlino, Francesco; Tommasi, Tatiana. - (In corso di stampa). ((Intervento presentato al convegno Proceedings of the Neural Information Processing Systems Track on Datasets and Benchmarks tenutosi a New Orleans, Louisiana. | In corso di stampa | Alliegro, AntonioCappio Borlino, FrancescoTommasi, Tatiana | - |
| End-to-End Learning to Grasp via Sampling from Object Point Clouds / Alliegro, Antonio; Rudorfer, Martin; Frattin, Fabio; Leonardis, Ales; Tommasi, Tatiana. - ELETTRONICO. - (In corso di stampa). ((Intervento presentato al convegno The 2022 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS 2022) tenutosi a Kyoto (Giappone) nel 23-27 ottobre 2022. | In corso di stampa | Alliegro,AntonioFrattin,FabioTommasi,Tatiana + | Learning2Grasp_IROS.pdf |
| CrimeNet: Neural Structured Learning using Vision Transformer for violence detection / Rendón-Segador, Fernando J.; Álvarez-García, Juan A.; Salazar González, Jose L.; Tommasi, Tatiana. - In: NEURAL NETWORKS. - ISSN 0893-6080. - ELETTRONICO. - (2023). [10.1016/j.neunet.2023.01.048] | 1-gen-2023 | Tatiana Tommasi + | 1-s2.0-S0893608023000606-main.pdf |
| Online vs. Offline Adaptive Domain Randomization Benchmark / Tiboni, Gabriele; Arndt, Karol; Averta, GIUSEPPE BRUNO; Kyrki, Ville; Tommasi, Tatiana. - ELETTRONICO. - (2022). ((Intervento presentato al convegno Human-Friendly Robotics 2022 - HFR; 15th International Workshop on Human Friendly Robotics tenutosi a Delft (The Netherlands) nel 22/09/2022 - 23/09/2022 [10.48550/arXiv.2206.14661]. | 1-gen-2022 | Gabriele TiboniGiuseppe AvertaTatiana Tommasi + | Delft_HFR_Workshop_paper_submission_FINAL.pdf |
| Visual Domain Adaptation in the Deep Learning Era / Csurka, Gabriela; Hospedales, Timothy M.; Salzmann, Mathieu; Tommasi, Tatiana. - ELETTRONICO. - 11:(2022), pp. 1-190. [10.2200/S01169ED1V01Y202202COV020] | 1-gen-2022 | Tommasi, Tatiana + | book-AC1_compressed.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 |
| 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 |
| Transient-fault-aware design and training to enhance DNNs reliability with zero-overhead / Cavagnero, Niccolo'; Dos Santos, Fernando; Ciccone, Marco; Averta, GIUSEPPE BRUNO; Tommasi, Tatiana; Rech, Paolo. - ELETTRONICO. - (2022). ((Intervento presentato al convegno IOLTS - The 28th IEEE International Symposium on On-Line Testing and Robust System Design tenutosi a Torino (ITA) nel 12-14 Settembre 2022 [10.1109/IOLTS56730.2022.9897813]. | 1-gen-2022 | Niccolo' CavagneroMarco CicconeGiuseppe AvertaTatiana Tommasi + | iolts_2022.pdf; Transient-Fault-Aware_Design_and_Training_to_Enhance_DNNs_Reliability_with_Zero-Overhead.pdf |
| End-to-End Learning to Grasp via Sampling From Object Point Clouds / Alliegro, A; Rudorfer, M; Frattin, F; Leonardis, A; Tommasi, T. - In: IEEE ROBOTICS AND AUTOMATION LETTERS. - ISSN 2377-3766. - 7:4(2022), pp. 9865-9872. [10.1109/LRA.2022.3191183] | 1-gen-2022 | Alliegro, AFrattin, FTommasi, T + | Alliegro_End-to-End_Learning_to_Grasp_via_Sampling_From_Object_Point_Clouds_postprint.pdf; End-to-End_Learning_to_Grasp_via_Sampling_From_Object_Point_Clouds.pdf |
| Distance-based Hyperspherical Classification for Multi-source Open-Set Domain Adaptation / Bucci, Silvia; Borlino, Francesco Cappio; Caputo, Barbara; Tommasi, Tatiana. - ELETTRONICO. - (2022), pp. 1030-1039. ((Intervento presentato al convegno IEEE/CVF Winter Conference on Applications of Computer Vision tenutosi a Waikoloa, Hawaii nel January 4-8, 2022 [10.1109/WACV51458.2022.00110]. | 1-gen-2022 | Bucci, SilviaBorlino, Francesco CappioCaputo, BarbaraTommasi, Tatiana | Distance-based_Hyperspherical_Classification_for_Multi-source_Open-Set_Domain_Adaptation.pdf |
| Bridging the gap between Natural and Medical Images through Deep Colorization / Morra, Lia; Piano, Luca; Lamberti, Fabrizio; Tommasi, Tatiana. - STAMPA. - (2021), pp. 835-842. ((Intervento presentato al convegno 25th International Conference on Pattern Recognition, ICPR 2020 tenutosi a Milano (Italy) nel 10-15 gennaio 2021 [10.1109/ICPR48806.2021.9412444]. | 1-gen-2021 | Lia MorraLuca PianoFabrizio LambertiTatiana Tommasi | 09412444.pdf; 2005.10589.pdf |
| Denoise and Contrast for Category Agnostic Shape Completion / Alliegro, Antonio; Valsesia, Diego; Fracastoro, Giulia; Magli, Enrico; Tommasi, Tatiana. - (2021), pp. 4627-4636. ((Intervento presentato al convegno Conference on Computer Vision and Pattern Recognition (CVPR) nel 20-25 June 2021 [10.1109/CVPR46437.2021.00460]. | 1-gen-2021 | Antonio AlliegroDiego ValsesiaGiulia FracastoroEnrico MagliTatiana Tommasi | deco_cvpr2021.pdf; Denoise_and_Contrast_for_Category_Agnostic_Shape_Completion.pdf |
| Rethinking Domain Generalization Baselines / Cappio Borlino, Francesco; D'Innocente, Antonio; Tommasi, Tatiana. - ELETTRONICO. - (2021), pp. 9227-9233. ((Intervento presentato al convegno 25th International Conference on Pattern Recognition, ICPR 2020 tenutosi a Milano (virtual) nel 10-15 January 2021 [10.1109/ICPR48806.2021.9412735]. | 1-gen-2021 | Cappio Borlino, FrancescoD'Innocente, AntonioTommasi, Tatiana | ICPR2020.pdf; Rethinking_Domain_Generalization_Baselines.pdf |
| Multi-Modal RGB-D Scene Recognition Across Domains / Ferreri, Andrea; Bucci, Silvia; Tommasi, Tatiana. - ELETTRONICO. - (2021), pp. 2199-2208. ((Intervento presentato al convegno IEEE International Conference on Computer Vision Workshops, ICCV Workshops 2021, Virtual, October 11-17, 2021 tenutosi a Virtual nel October 11-17, 2021 [10.1109/ICCVW54120.2021.00249]. | 1-gen-2021 | Silvia, BucciTatiana Tommasi + | 2103.14672.pdf; Multi-Modal_RGB-D_Scene_Recognition_Across_Domains.pdf |
| Joint supervised and self-supervised learning for 3D real world challenges / Alliegro, A.; Boscaini, D.; Tommasi, T.. - (2020), pp. 6718-6725. ((Intervento presentato al convegno 25th International Conference on Pattern Recognition, ICPR 2020 tenutosi a Milan (Ita) nel 10-15 Jan. 2021 [10.1109/ICPR48806.2021.9412483]. | 1-gen-2020 | Alliegro A.Tommasi T. + | preprint_Joint_Supervised_and_Self-Supervised_Learning_for_3D_Real_World_Challenges.pdf; Joint_Supervised_and_Self-Supervised_Learning_for_3D_Real_World_Challenges.pdf |
| Domain Generalization vs Data Augmentation: An Unbiased Perspective / Cappio Borlino, Francesco; D’Innocente, Antonio; Tommasi, Tatiana. - ELETTRONICO. - 12535:(2020), pp. 726-730. ((Intervento presentato al convegno 16th European Conference on Computer Vision, ECCV 2020 nel 23-28 August, 2020 [10.1007/978-3-030-66415-2_50]. | 1-gen-2020 | Cappio Borlino, FrancescoD’Innocente, AntonioTommasi, Tatiana | ECCV_TASKCV_2020.pdf; DomainGeneralizationVsDataAugm.pdf |
| One-Shot Unsupervised Cross-Domain Detection / D'Innocente, Antonio; CAPPIO BORLINO, Francesco; Bucci, Silvia; Caputo, Barbara; Tommasi, Tatiana. - ELETTRONICO. - (2020). ((Intervento presentato al convegno European Conference on Computer Vision ECCV 2020 [10.1007/978-3-030-58517-4_43]. | 1-gen-2020 | Antonio D’InnocenteFrancesco Cappio BorlinoSilvia BucciBarbara CaputoTatiana Tommasi | one_shot_unsupervised_cross_domain_detection.pdf |
| Positive-unlabeled learning for open set domain adaptation / Loghmani, M. R.; Vincze, M.; Tommasi, T.. - In: PATTERN RECOGNITION LETTERS. - ISSN 0167-8655. - 136:(2020), pp. 198-204. [10.1016/j.patrec.2020.06.003] | 1-gen-2020 | Tommasi T. + | positive-unlabeled-learning.pdf; PURE___PRL___IRIS-3-14_.pdf |