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TOMMASI, TATIANA

TOMMASI, TATIANA  

Dipartimento di Automatica e Informatica  

051287  

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MeshGPT: Generating Triangle Meshes with Decoder-Only Transformers / Siddiqui, Yawar; Alliegro, Antonio; Artemov, Alexey; Tommasi, Tatiana; Sirigatti, Daniele; Rosov, Vladislav; Dai, Angela; Nießner, Matthias. - (In corso di stampa), pp. 19615-19625. (Intervento presentato al convegno Conference on Computer Vision and Pattern Recognition (CVPR) tenutosi a Seattle, WA (USA) nel 16-22 June 2024) [10.1109/CVPR52733.2024.01855]. In corso di stampa Antonio AlliegroTatiana Tommasi + meshgpt_arxiv.pdf; MeshGPT_Generating_Triangle_Meshes_with_Decoder-Only_Transformers.pdf
3D Semantic Novelty Detection via Large-Scale Pre-Trained Models / Rabino, Paolo; Alliegro, Antonio; Tommasi, Tatiana. - In: IEEE ACCESS. - ISSN 2169-3536. - 12:(2024), pp. 135352-135361. [10.1109/ACCESS.2024.3464334] 1-gen-2024 Rabino, PaoloAlliegro, AntonioTommasi, Tatiana 3D_Semantic_Novelty_Detection_via_Large-Scale_Pre-Trained_Models.pdf
An outlook into the future of egocentric vision / Plizzari, Chiara; Goletto, Gabriele; Furnari, Antonino; Bansal, Siddhant; Ragusa, Francesco; Maria Farinella, Giovanni; Damen, Dima; Tommasi, Tatiana. - In: INTERNATIONAL JOURNAL OF COMPUTER VISION. - ISSN 0920-5691. - 132:(2024), pp. 4880-4936. [10.1007/s11263-024-02095-7] 1-gen-2024 Chiara PlizzariGabriele GolettoTatiana Tommasi + s11263-024-02095-7.pdf
Domain Randomization via Entropy Maximization / Tiboni, Gabriele; Klink, Pascal; Peters, Jan; Tommasi, Tatiana; D'Eramo, Carlo; Chalvatzaki, Georgia. - (2024). (Intervento presentato al convegno The Twelfth International Conference on Learning Representations (ICLR) tenutosi a Vienna (Austria) nel 05-12 May 2024). 1-gen-2024 Gabriele TiboniTatiana Tommasi + DORAEMON_ICLR24_CameraReady.pdf
EASTERN project: Earth observation models for weather event mitigation / Bianco, Selene; Corcione, Valeria; Maragliano, Matteo; Chiara Rodi, Giovanna; Marangoni, Stefano; Morra, Lia; Tommasi, Tatiana; Alliegro, Antonio; Caretto, Michelangelo; Milazzo, Rosario; Aponte, Osmari; Gatti, Andrea; Realini, Eugenio. - (2024), pp. 318-322. (Intervento presentato al convegno SPAICE Conference on AI in and for Space tenutosi a London (UK) nel 17 – 19 September 2024) [10.5281/zenodo.13885605]. 1-gen-2024 Lia MorraTatiana TommasiAntonio AlliegroMichelangelo CarettoRosario Milazzo + EASTERN project Earth observation models for weather event mitigation.pdf
Fairness Meets Cross-Domain Learning: A Benchmark of Models and Metrics / Iurada, Leonardo; Bucci, Silvia; Hospedales, Timothy M.; Tommasi, Tatiana. - In: IEEE ACCESS. - ISSN 2169-3536. - 12:(2024), pp. 47854-47867. [10.1109/ACCESS.2024.3383841] 1-gen-2024 Leonardo IuradaSilvia BucciTatiana Tommasi + Fairness_Meets_Cross-Domain_Learning_A_Benchmark_of_Models_and_Metrics.pdf
Finding Lottery Tickets in Vision Models via Data-driven Spectral Foresight Pruning / Iurada, Leonardo; Ciccone, Marco; Tommasi, Tatiana. - (2024), pp. 16142-16151. (Intervento presentato al convegno Conference on Computer Vision and Pattern Recognition (CVPR), 2024 tenutosi a Seattle, WA (USA) nel 16-22 June 2024) [10.1109/CVPR52733.2024.01528]. 1-gen-2024 Leonardo IuradaMarco CicconeTatiana Tommasi Iurada_Finding_Lottery_Tickets_in_Vision_Models_via_Data-driven_Spectral_Foresight_CVPR_2024_paper.pdf; Finding_Lottery_Tickets_in_Vision_Models_via_Data-Driven_Spectral_Foresight_Pruning.pdf
Foundation Models and Fine-Tuning: A Benchmark for Out of Distribution Detection / Cappio Borlino, Francesco; Lu, Lorenzo; Tommasi, Tatiana. - In: IEEE ACCESS. - ISSN 2169-3536. - 12:(2024), pp. 79401-79414. [10.1109/access.2024.3409587] 1-gen-2024 Cappio Borlino, FrancescoTommasi, Tatiana + Foundation_Models_and_Fine-Tuning_A_Benchmark_for_Out_of_Distribution_Detection.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. - 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.pdf; Domain_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.pdf; 978-3-031-43153-1_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.pdf; PaintNet_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.pdf; Contrastive_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, A; Rudorfer, M; Frattin, F; Leonardis, A; Tommasi, T. - In: IEEE ROBOTICS AND AUTOMATION LETTERS. - ISSN 2377-3766. - ELETTRONICO. - 7:4(2022), pp. 9865-9872. [10.1109/LRA.2022.3191183] 1-gen-2022 Alliegro, AFrattin, FTommasi, T + End-to-End_Learning_to_Grasp_via_Sampling_From_Object_Point_Clouds.pdf; Learning2Grasp_IROS.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
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.pdf; 978-3-031-19806-9_11.pdf