Archivio Istituzionale della RicercaTOMMASI, TATIANA
TOMMASI, TATIANA
Dipartimento di Automatica e Informatica
051287
A Law of Data Reconstruction for Random Features (and Beyond)
In corso di stampa Iurada, Leonardo; Bombari, Simone; Tommasi, Tatiana; Mondelli, Marco
A deep learning model to predict GNSS from InSAR data
2026 Caretto, Michelangelo; Alliegro, Antonio; Milazzo, Rosario; Aponte, Osmari; Gatti, Andrea; Realini, Eugenio; Morra, Lia; Tommasi, Tatiana
A Second-Order Perspective on Pruning at Initialization and Knowledge Transfer
2026 Iurada, Leonardo; Occhiena, Beatrice; Tommasi, Tatiana
Efficient Odd-One-Out Anomaly Detection
2026 Chito, Silvio; Rabino, Paolo; Tommasi, Tatiana
Efficient Model Editing with Task-Localized Sparse Fine-tuning
2025 Iurada, Leonardo; Ciccone, Marco; Tommasi, Tatiana
FoldPath: End-to-End Object-Centric Motion Generation via Modulated Implicit Paths
2025 Rabino, Paolo; Tiboni, Gabriele; Tommasi, Tatiana
Domain Randomization via Entropy Maximization
2024 Tiboni, Gabriele; Klink, Pascal; Peters, Jan; Tommasi, Tatiana; D'Eramo, Carlo; Chalvatzaki, Georgia
EASTERN project: Earth observation models for weather event mitigation
2024 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
Finding Lottery Tickets in Vision Models via Data-driven Spectral Foresight Pruning
2024 Iurada, Leonardo; Ciccone, Marco; Tommasi, Tatiana
MeshGPT: Generating Triangle Meshes with Decoder-Only Transformers
2024 Siddiqui, Yawar; Alliegro, Antonio; Artemov, Alexey; Tommasi, Tatiana; Sirigatti, Daniele; Rosov, Vladislav; Dai, Angela; Nießner, Matthias
Domain Randomization for Robust, Affordable and Effective Closed-loop Control of Soft Robots
2023 Tiboni, Gabriele; Protopapa, Andrea; Tommasi, Tatiana; Averta, Giuseppe
Large Class Separation is Not What You Need for Relational Reasoning-Based OOD Detection
2023 Lu, Lorenzo Li; D’Ascenzi, Giulia; Cappio Borlino, Francesco; Tommasi, Tatiana
Online vs. Offline Adaptive Domain Randomization Benchmark
2023 Tiboni, Gabriele; Arndt, Karol; Averta, Giuseppe; Kyrki, Ville; Tommasi, Tatiana
PaintNet: Unstructured Multi-Path Learning from 3D Point Clouds for Robotic Spray Painting
2023 Tiboni, Gabriele; Camoriano, Raffaello; Tommasi, Tatiana
3DOS: Towards 3D Open Set Learning - Benchmarking and Understanding Semantic Novelty Detection on Point Clouds
2022 Alliegro, Antonio; Cappio Borlino, Francesco; Tommasi, Tatiana
Contrastive Learning for Cross-Domain Open World Recognition
2022 Cappio Borlino, Francesco; Bucci, Silvia; Tommasi, Tatiana
Distance-based Hyperspherical Classification for Multi-source Open-Set Domain Adaptation
2022 Bucci, Silvia; Borlino, Francesco Cappio; Caputo, Barbara; Tommasi, Tatiana
Semantic Novelty Detection via Relational Reasoning
2022 Cappio Borlino, Francesco; Bucci, Silvia; Tommasi, Tatiana
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
Bridging the gap between Natural and Medical Images through Deep Colorization
2021 Morra, Lia; Piano, Luca; Lamberti, Fabrizio; Tommasi, Tatiana
| Citazione | Data di pubblicazione | Autori | File |
|---|---|---|---|
| A Law of Data Reconstruction for Random Features (and Beyond) / Iurada, Leonardo; Bombari, Simone; Tommasi, Tatiana; Mondelli, Marco. - (In corso di stampa). ( International Conference on Learning Representations Rio de Janeiro (BR) 23-27 Aprile 2026). | In corso di stampa | Leonardo IuradaTatiana Tommasi + | 6111_A_Law_of_Data_Reconstruction.pdf |
| A deep learning model to predict GNSS from InSAR data / Caretto, Michelangelo; Alliegro, Antonio; Milazzo, Rosario; Aponte, Osmari; Gatti, Andrea; Realini, Eugenio; Morra, Lia; Tommasi, Tatiana. - ELETTRONICO. - 16169:(2026), pp. 339-351. ( 2nd International Workshop on Computer Vision for Environment Monitoring and Preservation Rome (Italy) 15-19 September 2025) [10.1007/978-3-032-11317-7_29]. | 1-gen-2026 | Caretto, MichelangeloAlliegro, AntonioMilazzo, RosarioMorra, LiaTommasi, Tatiana + | 978-3-032-11317-7_29.pdf; ICIAP_EASTERN_CVEMP2025.pdf |
| A Second-Order Perspective on Pruning at Initialization and Knowledge Transfer / Iurada, Leonardo; Occhiena, Beatrice; Tommasi, Tatiana. - 16167:(2026), pp. 194-206. ( 23rd International Conference on Image Analysis and Processing, ICIAP 2025 Rome(ITA) September 15–19, 2025) [10.1007/978-3-032-10185-3_16]. | 1-gen-2026 | Iurada, LeonardoOcchiena, BeatriceTommasi, Tatiana | Second_Order_Pruning_ICIAP.pdf; 978-3-032-10185-3_16.pdf |
| Efficient Odd-One-Out Anomaly Detection / Chito, Silvio; Rabino, Paolo; Tommasi, Tatiana. - 16167:(2026), pp. 390-402. ( Image Analysis and Processing – ICIAP 2025 23rd International Conference Rome (ITA) September 15–19, 2025) [10.1007/978-3-032-10185-3_31]. | 1-gen-2026 | Silvio ChitoPaolo RabinoTatiana Tommasi | 978-3-032-10185-3_31.pdf; odd_postprint_private.pdf |
| Efficient Model Editing with Task-Localized Sparse Fine-tuning / Iurada, Leonardo; Ciccone, Marco; Tommasi, Tatiana. - (2025). ( International Conference on Learning Representations Singapore (SGP) Apr 24 – 28th, 2025). | 1-gen-2025 | Leonardo IuradaMarco CicconeTatiana Tommasi | 7582_Efficient_Model_Editing_w-8.pdf |
| FoldPath: End-to-End Object-Centric Motion Generation via Modulated Implicit Paths / Rabino, Paolo; Tiboni, Gabriele; Tommasi, Tatiana. - (2025), pp. 2521-2528. ( International Conference on Intelligent Robots and Systems Hangzhou (CN) 19-25 October 2025) [10.1109/iros60139.2025.11246187]. | 1-gen-2025 | Rabino, PaoloTiboni, GabrieleTommasi, Tatiana | foldpath_IEEE.pdf; foldpath_ArXiv.pdf |
| Domain Randomization via Entropy Maximization / Tiboni, Gabriele; Klink, Pascal; Peters, Jan; Tommasi, Tatiana; D'Eramo, Carlo; Chalvatzaki, Georgia. - (2024). ( The Twelfth International Conference on Learning Representations (ICLR) Vienna (Austria) 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. ( SPAICE Conference on AI in and for Space London (UK) 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 |
| Finding Lottery Tickets in Vision Models via Data-driven Spectral Foresight Pruning / Iurada, Leonardo; Ciccone, Marco; Tommasi, Tatiana. - (2024), pp. 16142-16151. ( Conference on Computer Vision and Pattern Recognition (CVPR), 2024 Seattle, WA (USA) 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 |
| MeshGPT: Generating Triangle Meshes with Decoder-Only Transformers / Siddiqui, Yawar; Alliegro, Antonio; Artemov, Alexey; Tommasi, Tatiana; Sirigatti, Daniele; Rosov, Vladislav; Dai, Angela; Nießner, Matthias. - (2024), pp. 19615-19625. ( Conference on Computer Vision and Pattern Recognition (CVPR) Seattle, WA (USA) 16-22 June 2024) [10.1109/CVPR52733.2024.01855]. | 1-gen-2024 | Antonio AlliegroTatiana Tommasi + | meshgpt_arxiv.pdf; MeshGPT_Generating_Triangle_Meshes_with_Decoder-Only_Transformers.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. ( International conference on intelligent robots and systems (IROS) Detroit (USA) 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. ( 22nd International Conference on Image Analysis and Processing (ICIAP 2023) Udine, Italy 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. ( Human-Friendly Robotics 2022 - HFR; 15th International Workshop on Human Friendly Robotics Delft (The Netherlands) 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. ( International conference on intelligent robots and systems (IROS) Detroit (USA) 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). ( NeurIPS 2022 Thirty-sixth Conference on Neural Information Processing Systems New Orleans, Louisiana (USA) 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. ( 2022 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS 2022) Kyoto (Giappone) 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. ( IEEE/CVF Winter Conference on Applications of Computer Vision Waikoloa, Hawaii 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 |
| Semantic Novelty Detection via Relational Reasoning / Cappio Borlino, Francesco; Bucci, Silvia; Tommasi, Tatiana. - (2022), pp. 183-200. ( European Conference on Computer Vision ECCV 2022 Tel Aviv (Israel) 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 |
| 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). ( IOLTS - The 28th IEEE International Symposium on On-Line Testing and Robust System Design Torino (ITA) 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 |
| Bridging the gap between Natural and Medical Images through Deep Colorization / Morra, Lia; Piano, Luca; Lamberti, Fabrizio; Tommasi, Tatiana. - STAMPA. - (2021), pp. 835-842. ( 25th International Conference on Pattern Recognition, ICPR 2020 Milano (Italy) 10-15 gennaio 2021) [10.1109/ICPR48806.2021.9412444]. | 1-gen-2021 | Lia MorraLuca PianoFabrizio LambertiTatiana Tommasi | 09412444.pdf; 2005.10589.pdf |