TOMMASI, TATIANA

TOMMASI, TATIANA  

Dipartimento di Automatica e Informatica  

051287  

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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. - 161:(2023), pp. 318-329. [10.1016/j.neunet.2023.01.048] 1-gen-2023 Tatiana Tommasi + 1-s2.0-S0893608023000606-main.pdf
Domain Randomization for Robust, Affordable and Effective Closed-loop Control of Soft Robots / Tiboni, Gabriele; Protopapa, Andrea; Tommasi, Tatiana; Averta, Giuseppe. - (2023), pp. 612-619. (Intervento presentato al convegno International conference on intelligent robots and systems (IROS) tenutosi a Detroit (USA) nel 01-05 October 2023) [10.1109/IROS55552.2023.10342537]. 1-gen-2023 Gabriele TiboniAndrea ProtopapaTatiana TommasiGiuseppe Averta SoRo_IROS_2023_camera_ready.pdfDomain_Randomization_for_Robust_Affordable_and_Effective_Closed-Loop_Control_of_Soft_Robots.pdf
Large Class Separation is Not What You Need for Relational Reasoning-Based OOD Detection / Lu, Lorenzo Li; D’Ascenzi, Giulia; Cappio Borlino, Francesco; Tommasi, Tatiana. - 14234:(2023), pp. 295-306. (Intervento presentato al convegno 22nd International Conference on Image Analysis and Processing (ICIAP 2023) tenutosi a Udine, Italy nel September 11–15, 2023) [10.1007/978-3-031-43153-1_25]. 1-gen-2023 D’Ascenzi, GiuliaCappio Borlino, FrancescoTommasi, Tatiana + camera_ready.pdf978-3-031-43153-1_25.pdf
Online vs. Offline Adaptive Domain Randomization Benchmark / Tiboni, Gabriele; Arndt, Karol; Averta, Giuseppe; Kyrki, Ville; Tommasi, Tatiana. - ELETTRONICO. - (2023), pp. 158-173. (Intervento presentato al convegno Human-Friendly Robotics 2022 - HFR; 15th International Workshop on Human Friendly Robotics tenutosi a Delft (The Netherlands) nel 22- 23 September 2022) [10.1007/978-3-031-22731-8_12]. 1-gen-2023 Gabriele TiboniGiuseppe AvertaTatiana Tommasi + Delft_HFR_Workshop_paper_submission_FINAL.pdf
PaintNet: Unstructured Multi-Path Learning from 3D Point Clouds for Robotic Spray Painting / Tiboni, Gabriele; Camoriano, Raffaello; Tommasi, Tatiana. - (2023), pp. 3857-3864. (Intervento presentato al convegno International conference on intelligent robots and systems (IROS) tenutosi a Detroit (USA) nel 01-05 October 2023) [10.1109/IROS55552.2023.10341480]. 1-gen-2023 Gabriele TiboniRaffaello CamorianoTatiana Tommasi PaintNet_IROS_2023_camera_ready.pdfPaintNet_Unstructured_Multi-Path_Learning_from_3D_Point_Clouds_for_Robotic_Spray_Painting.pdf
3DOS: Towards 3D Open Set Learning - Benchmarking and Understanding Semantic Novelty Detection on Point Clouds / Alliegro, Antonio; Cappio Borlino, Francesco; Tommasi, Tatiana. - (2022). (Intervento presentato al convegno NeurIPS 2022 Thirty-sixth Conference on Neural Information Processing Systems tenutosi a New Orleans, Louisiana (USA) nel November 28th - December 9th 2022). 1-gen-2022 Alliegro, AntonioCappio Borlino, FrancescoTommasi, Tatiana NeurIPS-2022-3dos-towards-3d-open-set-learning-benchmarking-and-understanding-semantic-novelty-detection-on-point-clouds-Paper-Datasets_and_Benchmarks.pdf
Contrastive Learning for Cross-Domain Open World Recognition / Cappio Borlino, Francesco; Bucci, Silvia; Tommasi, Tatiana. - ELETTRONICO. - (2022), pp. 10133-10140. (Intervento presentato al convegno 2022 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS 2022) tenutosi a Kyoto (Giappone) nel 23-27 ottobre 2022) [10.1109/IROS47612.2022.9981592]. 1-gen-2022 Cappio Borlino, FrancescoBucci, SilviaTommasi, Tatiana COW.pdfContrastive_Learning_for_Cross-Domain_Open_World_Recognition.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
End-to-End Learning to Grasp via Sampling from Object Point Clouds / Alliegro, Antonio; Rudorfer, Martin; Frattin, Fabio; Leonardis, Ales; Tommasi, Tatiana. - ELETTRONICO. - (2022). (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). 1-gen-2022 Alliegro,AntonioFrattin,FabioTommasi,Tatiana + Learning2Grasp_IROS.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.pdfEnd-to-End_Learning_to_Grasp_via_Sampling_From_Object_Point_Clouds.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.pdfSelf-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.pdf1-s2.0-S1077314222001278-main.pdf
Semantic Novelty Detection via Relational Reasoning / Cappio Borlino, Francesco; Bucci, Silvia; Tommasi, Tatiana. - (2022), pp. 183-200. (Intervento presentato al convegno European Conference on Computer Vision ECCV 2022 tenutosi a Tel Aviv (Israel) nel October 23–27, 2022) [10.1007/978-3-031-19806-9_11]. 1-gen-2022 Cappio Borlino, FrancescoBucci, SilviaTommasi, Tatiana ReSeND.pdf978-3-031-19806-9_11.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.pdfTransient-Fault-Aware_Design_and_Training_to_Enhance_DNNs_Reliability_with_Zero-Overhead.pdf
Visual Domain Adaptation in the Deep Learning Era / Csurka, Gabriela; Hospedales, Timothy M.; Salzmann, Mathieu; Tommasi, Tatiana. - ELETTRONICO. - 11:(2022), pp. 1-168. [10.2200/S01169ED1V01Y202202COV020] 1-gen-2022 Tommasi, Tatiana + book-AC1_compressed.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.pdf2005.10589.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.pdfDenoise_and_Contrast_for_Category_Agnostic_Shape_Completion.pdf
Joint Supervised and Self-Supervised Learning for 3D Real World Challenges / Alliegro, A; Boscaini, D; Tommasi, T. - (2021), pp. 6718-6725. (Intervento presentato al convegno 2020 25th International Conference on Pattern Recognition (ICPR) tenutosi a Milan (ITA) nel 10-15 January 2021) [10.1109/ICPR48806.2021.9412483]. 1-gen-2021 Alliegro, ATommasi, T + Joint_Supervised_and_Self-Supervised_Learning_for_3D_Real_World_Challenges.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.pdfMulti-Modal_RGB-D_Scene_Recognition_Across_Domains.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.pdfRethinking_Domain_Generalization_Baselines.pdf