TT
Tatiana Tommasi
cs.CVcs.LGcs.ROcs.AIAlgorithmsAdversarial LearningArtificial Intelligencecs.CLcs.NEcs.SI
On Valency
published · living versionsW_c28tad43·v1 · currentpublished
Fault-Aware Design and Training to Enhance DNNs Reliability with Zero-Overhead
with Niccolò Cavagnero, Fernando Dos Santos, Marco Ciccone, Giuseppe Averta +1
1 version
W_r8wrpywh·v1published
Preprints & journals
58 papers in the corpus · 2006–2026Compositionality with Primitives: A Unified View from Euclidean to Hyperbolic Vision-Language Models2610.29811v1 · Puru Vaish, Meelad Dashti, Christoph Brune et al.2026 · 0 citationsarXivon Valency
A temporal graph dissimilarity measure capturing epidemic spreading behavior2610.16456v1 · Salvatore Freni, Lorenzo Dall'Amico, Francesca Pistilli et al.2026 · 0 citationsarXiv
MultiGraspNet: A Multitask 3D Vision Model for Multi-gripper Robotic Grasping2602.06504v2 · Stephany Ortuno-Chanelo, Paolo Rabino, Enrico Civitelli et al.2026 · 0 citationsarXiv
Hier-EgoPack: Hierarchical Egocentric Video Understanding With Diverse Task Perspectives.41086083 · Peirone, Simone Alberto, Pistilli, Francesca, Alliegro, Antonio et al.2026 · 1 citationIEEE transactions on pattern analysis and machine intelligence. 2026;48(2):1917-1931
FoldPath: End-to-End Object-Centric Motion Generation via Modulated Implicit Paths2511.01407v1 · Paolo Rabino, Gabriele Tiboni, Tatiana Tommasi2025 · 0 citationsarXiv
A Second-Order Perspective on Pruning at Initialization and Knowledge Transfer2509.24066v1 · Leonardo Iurada, Beatrice Occhiena, Tatiana Tommasi2025 · 0 citationsarXiv
A Law of Data Reconstruction for Random Features (and Beyond)2509.22214v2 · Leonardo Iurada, Simone Bombari, Tatiana Tommasi et al.2025 · 0 citationsarXiv
Efficient Odd-One-Out Anomaly Detection2509.04326v1 · Silvio Chito, Paolo Rabino, Tatiana Tommasi2025 · 0 citationsarXiv
Learning reusable concepts across different egocentric video understanding tasks2505.24690v1 · Simone Alberto Peirone, Francesca Pistilli, Antonio Alliegro et al.2025 · 0 citationsarXiv
Efficient Model Editing with Task-Localized Sparse Fine-tuning2504.02620v1 · Leonardo Iurada, Marco Ciccone, Tatiana Tommasi2025 · 0 citationsarXiv
FORESCENE: FOREcasting human activity via latent SCENE graphs diffusion2503.06182v1 · Antonio Alliegro, Francesca Pistilli, Tatiana Tommasi et al.2025 · 0 citationsarXiv
MaskPlanner: Learning-Based Object-Centric Motion Generation from 3D Point Clouds2502.18745v1 · Gabriele Tiboni, Raffaello Camoriano, Tatiana Tommasi2025 · 0 citationsarXiv
A Modern Take on Visual Relationship Reasoning for Grasp Planning2409.02035v2 · Paolo Rabino, Tatiana Tommasi2024 · 4 citationsarXiv
Transient Fault Tolerant Semantic Segmentation for Autonomous Driving2408.16952v1 · Leonardo Iurada, Niccolo Cavagnero, Fernando Fernandes Dos Santos et al.2024 · 2 citationsarXiv
Finding Lottery Tickets in Vision Models via Data-driven Spectral Foresight Pruning2406.01820v1 · Leonardo Iurada, Marco Ciccone, Tatiana Tommasi2024 · 9 citationsarXiv
Segmentation Re-thinking Uncertainty Estimation Metrics for Semantic Segmentation2403.19826v2 · Qitian Ma, Shyam Nanda Rai, Carlo Masone et al.2024 · 0 citationsarXiv
PolyDiff: Generating 3D Polygonal Meshes with Diffusion Models2312.11417v1 · Antonio Alliegro, Yawar Siddiqui, Tatiana Tommasi et al.2023 · 4 citationsarXiv
MeshGPT: Generating Triangle Meshes with Decoder-Only Transformers2311.15475v1 · Yawar Siddiqui, Antonio Alliegro, Alexey Artemov et al.2023 · 122 citationsarXiv
Domain Randomization via Entropy Maximization2311.01885v2 · Gabriele Tiboni, Pascal Klink, Jan Peters et al.2023 · 4 citationsarXiv
OpenPatch: a 3D patchwork for Out-Of-Distribution detection2310.03388v3 · Paolo Rabino, Antonio Alliegro, Francesco Cappio Borlino et al.2023 · 0 citationsarXiv
An Outlook into the Future of Egocentric Vision2308.07123v2 · Chiara Plizzari, Gabriele Goletto, Antonino Furnari et al.2023 · 52 citationsarXiv
Large Class Separation is not what you need for Relational Reasoning-based OOD Detection2307.06179v1 · Lorenzo Li Lu, Giulia D'Ascenzi, Francesco Cappio Borlino et al.2023 · 1 citationarXiv
Fairness meets Cross-Domain Learning: a new perspective on Models and Metrics2303.14411v1 · Leonardo Iurada, Silvia Bucci, Timothy M. Hospedales et al.2023 · 0 citationsarXiv
Domain Randomization for Robust, Affordable and Effective Closed-loop Control of Soft Robots2303.04136v2 · Gabriele Tiboni, Andrea Protopapa, Tatiana Tommasi et al.2023 · 10 citationsarXiv
CrimeNet: Neural Structured Learning using Vision Transformer for violence detection.36774869 · Rendón-Segador, Fernando J, Álvarez-García, Juan A, Salazar-González, Jose L et al.2023 · 66 citationsNeural networks : the official journal of the International Neural Network Society. 2023;161:318-329
PaintNet: Unstructured Multi-Path Learning from 3D Point Clouds for Robotic Spray Painting2211.06930v3 · Gabriele Tiboni, Raffaello Camoriano, Tatiana Tommasi2022 · 10 citationsarXiv
Self-Supervised Learning Across Domains.33798074 · Bucci, Silvia, D'Innocente, Antonio, Liao, Yujun et al.2022 · 79 citationsIEEE transactions on pattern analysis and machine intelligence. 2022;44(9):5516-5528
3DOS: Towards 3D Open Set Learning -- Benchmarking and Understanding Semantic Novelty Detection on Point Clouds2207.11554v3 · Antonio Alliegro, Francesco Cappio Borlino, Tatiana Tommasi2022 · 5 citationsarXiv
Semantic Novelty Detection via Relational Reasoning2207.08699v2 · Francesco Cappio Borlino, Silvia Bucci, Tatiana Tommasi2022 · 3 citationsarXiv
Online vs. Offline Adaptive Domain Randomization Benchmark2206.14661v1 · Gabriele Tiboni, Karol Arndt, Giuseppe Averta et al.2022 · 3 citationsarXiv
Fault-Aware Design and Training to Enhance DNNs Reliability with Zero-Overhead2205.14420v1 · Niccolo Cavagnero, Fernando Dos Santos, Marco Ciccone et al.2022 · 36 citationsarXivon Valency
Contrastive Learning for Cross-Domain Open World Recognition2203.09257v3 · Francesco Cappio Borlino, Silvia Bucci, Tatiana Tommasi2022 · 4 citationsarXiv
End-to-End Learning to Grasp via Sampling from Object Point Clouds2203.05585v2 · Antonio Alliegro, Martin Rudorfer, Fabio Frattin et al.2022 · 31 citationsarXiv
Distance-based Hyperspherical Classification for Multi-source Open-Set Domain Adaptation2107.02067v3 · Silvia Bucci, Francesco Cappio Borlino, Barbara Caputo et al.2021 · 22 citationsarXiv
Self-Supervision & Meta-Learning for One-Shot Unsupervised Cross-Domain Detection2106.03496v3 · F. Cappio Borlino, S. Polizzotto, B. Caputo et al.2021 · 5 citationsarXiv
Towards Fairness Certification in Artificial Intelligence2106.02498v1 · Tatiana Tommasi, Silvia Bucci, Barbara Caputo et al.2021 · 3 citationsarXiv
Denoise and Contrast for Category Agnostic Shape Completion2103.16671v1 · Antonio Alliegro, Diego Valsesia, Giulia Fracastoro et al.2021 · 35 citationsarXiv
Multi-Modal RGB-D Scene Recognition Across Domains2103.14672v2 · Andrea Ferreri, Silvia Bucci, Tatiana Tommasi2021 · 6 citationsarXiv
Rethinking Domain Generalization Baselines2101.09060v2 · Francesco Cappio Borlino, Antonio D'Innocente, Tatiana Tommasi2021 · 33 citationsarXiv
On the Effectiveness of Image Rotation for Open Set Domain Adaptation2007.12360v1 · Silvia Bucci, Mohammad Reza Loghmani, Tatiana Tommasi2020 · 165 citationsarXiv
One-Shot Unsupervised Cross-Domain Detection2005.11610v1 · Antonio D'Innocente, Francesco Cappio Borlino, Silvia Bucci et al.2020 · 39 citationsarXiv
Bridging the gap between Natural and Medical Images through Deep Colorization2005.10589v2 · Lia Morra, Luca Piano, Fabrizio Lamberti et al.2020 · 20 citationsarXiv
Joint Supervised and Self-Supervised Learning for 3D Real-World Challenges2004.07392v1 · Antonio Alliegro, Davide Boscaini, Tatiana Tommasi2020 · 33 citationsarXiv
Learning to Generalize One Sample at a Time with Self-Supervision1910.03915v3 · Antonio D'Innocente, Silvia Bucci, Barbara Caputo et al.2019 · 0 citationsarXiv
Tackling Partial Domain Adaptation with Self-Supervision1906.05199v1 · Silvia Bucci, Antonio D'Innocente, Tatiana Tommasi2019 · 20 citationsarXiv
Domain Generalization by Solving Jigsaw Puzzles1903.06864v2 · Fabio Maria Carlucci, Antonio D'Innocente, Silvia Bucci et al.2019 · 849 citationsarXiv
Hallucinating Agnostic Images to Generalize Across Domains1808.01102v2 · Fabio M. Carlucci, Paolo Russo, Tatiana Tommasi et al.2018 · 53 citationsarXiv
Adaptive Deep Learning through Visual Domain Localization1802.08833v1 · Gabriele Angeletti, Barbara Caputo, Tatiana Tommasi2018 · 21 citationsarXiv
From source to target and back: symmetric bi-directional adaptive GAN1705.08824v2 · Paolo Russo, Fabio Maria Carlucci, Tatiana Tommasi et al.2017 · 245 citationsarXiv
Training Deep Networks without Learning Rates Through Coin Betting1705.07795v3 · Francesco Orabona, Tatiana Tommasi2017 · 24 citationsarXiv
Career total: 149 works. 58 are in this corpus.Showing the 50 most recent.
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