Tatiana Tommasi

According to our database, Tatiana Tommasi authored at least 85 papers between 2006 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

Segmentation Re-thinking Uncertainty Estimation Metrics for Semantic Segmentation.

Qitian Ma, Shyam Nandan Rai, Carlo Masone, Tatiana Tommasi

CoRR, 2024

Fairness Meets Cross-Domain Learning: A Benchmark of Models and Metrics.

Leonardo Iurada, Silvia Bucci, Timothy M. Hospedales, Tatiana Tommasi

IEEE Access, 2024

2023

CrimeNet: Neural Structured Learning using Vision Transformer for violence detection.

Fernando J. Rendón-Segador, Juan Antonio Álvarez-García, Jose L. Salazar-González, Tatiana Tommasi

Neural Networks, April, 2023

PolyDiff: Generating 3D Polygonal Meshes with Diffusion Models.

Antonio Alliegro, Yawar Siddiqui, Tatiana Tommasi, Matthias Nießner

CoRR, 2023

MeshGPT: Generating Triangle Meshes with Decoder-Only Transformers.

Yawar Siddiqui, Antonio Alliegro, Alexey Artemov, Tatiana Tommasi, Daniele Sirigatti, Vladislav Rosov, Angela Dai, Matthias Nießner

CoRR, 2023

Domain Randomization via Entropy Maximization.

Gabriele Tiboni, Pascal Klink, Jan Peters, Tatiana Tommasi, Carlo D'Eramo, Georgia Chalvatzaki

CoRR, 2023

OpenPatch: a 3D patchwork for Out-Of-Distribution detection.

Paolo Rabino, Antonio Alliegro, Francesco Cappio Borlino, Tatiana Tommasi

CoRR, 2023

An Outlook into the Future of Egocentric Vision.

Chiara Plizzari, Gabriele Goletto, Antonino Furnari, Siddhant Bansal, Francesco Ragusa, Giovanni Maria Farinella, Dima Damen, Tatiana Tommasi

CoRR, 2023

Fairness meets Cross-Domain Learning: a new perspective on Models and Metrics.

Leonardo Iurada, Silvia Bucci, Timothy M. Hospedales, Tatiana Tommasi

CoRR, 2023

Domain Randomization for Robust, Affordable and Effective Closed-Loop Control of Soft Robots.

Gabriele Tiboni, Andrea Protopapa, Tatiana Tommasi, Giuseppe Averta

IROS, 2023

PaintNet: Unstructured Multi-Path Learning from 3D Point Clouds for Robotic Spray Painting.

Gabriele Tiboni, Raffaello Camoriano, Tatiana Tommasi

IROS, 2023

Large Class Separation is Not What You Need for Relational Reasoning-Based OOD Detection.

Lorenzo Li Lu, Giulia D'Ascenzi, Francesco Cappio Borlino, Tatiana Tommasi

Proceedings of the Image Analysis and Processing - ICIAP 2023, 2023

2022

End-to-End Learning to Grasp via Sampling From Object Point Clouds.

Antonio Alliegro, Martin Rudorfer, Fabio Frattin, Ales Leonardis, Tatiana Tommasi

IEEE Robotics Autom. Lett., 2022

Self-Supervised Learning Across Domains.

Silvia Bucci, Antonio D'Innocente, Yujun Liao, Fabio Maria Carlucci, Barbara Caputo, Tatiana Tommasi

IEEE Trans. Pattern Anal. Mach. Intell., 2022

Self-supervision & meta-learning for one-shot unsupervised cross-domain detection.

Francesco Cappio Borlino, Salvatore Polizzotto, Barbara Caputo, Tatiana Tommasi

Comput. Vis. Image Underst., 2022

PaintNet: 3D Learning of Pose Paths Generators for Robotic Spray Painting.

Gabriele Tiboni, Raffaello Camoriano, Tatiana Tommasi

CoRR, 2022

Towards Open Set 3D Learning: A Benchmark on Object Point Clouds.

Antonio Alliegro, Francesco Cappio Borlino, Tatiana Tommasi

CoRR, 2022

Fault-Aware Design and Training to Enhance DNNs Reliability with Zero-Overhead.

Niccolò Cavagnero, Fernando Fernandes dos Santos, Marco Ciccone, Giuseppe Averta, Tatiana Tommasi, Paolo Rech

CoRR, 2022

End-to-End Learning to Grasp from Object Point Clouds.

Antonio Alliegro, Martin Rudorfer, Fabio Frattin, Ales Leonardis, Tatiana Tommasi

CoRR, 2022

Distance-based Hyperspherical Classification for Multi-source Open-Set Domain Adaptation.

Silvia Bucci, Francesco Cappio Borlino, Barbara Caputo, Tatiana Tommasi

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2022

3DOS: Towards 3D Open Set Learning - Benchmarking and Understanding Semantic Novelty Detection on Point Clouds.

Antonio Alliegro, Francesco Cappio Borlino, Tatiana Tommasi

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Contrastive Learning for Cross-Domain Open World Recognition.

Francesco Cappio Borlino, Silvia Bucci, Tatiana Tommasi

Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2022

Transient-Fault-Aware Design and Training to Enhance DNNs Reliability with Zero-Overhead.

Niccolò Cavagnero, Fernando Fernandes dos Santos, Marco Ciccone, Giuseppe Averta, Tatiana Tommasi, Paolo Rech

Proceedings of the 28th IEEE International Symposium on On-Line Testing and Robust System Design, 2022

Online vs. Offline Adaptive Domain Randomization Benchmark.

Gabriele Tiboni, Karol Arndt, Giuseppe Averta, Ville Kyrki, Tatiana Tommasi

Proceedings of the Human-Friendly Robotics 2022, 2022

Semantic Novelty Detection via Relational Reasoning.

Francesco Cappio Borlino, Silvia Bucci, Tatiana Tommasi

Proceedings of the Computer Vision - ECCV 2022, 2022

2021

Self-Supervision & Meta-Learning for One-Shot Unsupervised Cross-Domain Detection.

Francesco Cappio Borlino, Salvatore Polizzotto, Antonio D'Innocente, Silvia Bucci, Barbara Caputo, Tatiana Tommasi

CoRR, 2021

Towards Fairness Certification in Artificial Intelligence.

Tatiana Tommasi, Silvia Bucci, Barbara Caputo, Pietro Asinari

CoRR, 2021

Translate to Adapt: RGB-D Scene Recognition across Domains.

Andrea Ferreri, Silvia Bucci, Tatiana Tommasi

CoRR, 2021

Multi-Modal RGB-D Scene Recognition Across Domains.

Andrea Ferreri, Silvia Bucci, Tatiana Tommasi

Proceedings of the IEEE/CVF International Conference on Computer Vision Workshops, 2021

Denoise and Contrast for Category Agnostic Shape Completion.

Antonio Alliegro, Diego Valsesia, Giulia Fracastoro, Enrico Magli, Tatiana Tommasi

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

2020

Positive-unlabeled learning for open set domain adaptation.

Mohammad Reza Loghmani, Markus Vincze, Tatiana Tommasi

Pattern Recognit. Lett., 2020

Bridging the gap between Natural and Medical Images through Deep Colorization.

Lia Morra, Luca Piano, Fabrizio Lamberti, Tatiana Tommasi

Proceedings of the 25th International Conference on Pattern Recognition, 2020

Rethinking Domain Generalization Baselines.

Francesco Cappio Borlino, Antonio D'Innocente, Tatiana Tommasi

Proceedings of the 25th International Conference on Pattern Recognition, 2020

Joint Supervised and Self-Supervised Learning for 3D Real World Challenges.

Antonio Alliegro, Davide Boscaini, Tatiana Tommasi

Proceedings of the 25th International Conference on Pattern Recognition, 2020

One-Shot Unsupervised Cross-Domain Detection.

Antonio D'Innocente, Francesco Cappio Borlino, Silvia Bucci, Barbara Caputo, Tatiana Tommasi

Proceedings of the Computer Vision - ECCV 2020, 2020

On the Effectiveness of Image Rotation for Open Set Domain Adaptation.

Silvia Bucci, Mohammad Reza Loghmani, Tatiana Tommasi

Proceedings of the Computer Vision - ECCV 2020, 2020

Domain Generalization vs Data Augmentation: An Unbiased Perspective.

Francesco Cappio Borlino, Antonio D'Innocente, Tatiana Tommasi

Proceedings of the Computer Vision - ECCV 2020 Workshops, 2020

Self-Supervision for 3D Real-World Challenges.

Antonio Alliegro, Davide Boscaini, Tatiana Tommasi

Proceedings of the Computer Vision - ECCV 2020 Workshops, 2020

2019

Combining Multiple Cues for Visual Madlibs Question Answering.

Tatiana Tommasi, Arun Mallya, Bryan A. Plummer, Svetlana Lazebnik, Alexander C. Berg, Tamara L. Berg

Int. J. Comput. Vis., 2019

Learning to Generalize One Sample at a Time with Self-Supervision.

Antonio D'Innocente, Silvia Bucci, Barbara Caputo, Tatiana Tommasi

CoRR, 2019

Towards Multi-source Adaptive Semantic Segmentation.

Paolo Russo, Tatiana Tommasi, Barbara Caputo

Proceedings of the Image Analysis and Processing - ICIAP 2019, 2019

Tackling Partial Domain Adaptation with Self-supervision.

Silvia Bucci, Antonio D'Innocente, Tatiana Tommasi

Proceedings of the Image Analysis and Processing - ICIAP 2019, 2019

Hallucinating Agnostic Images to Generalize Across Domains.

Fabio Maria Carlucci, Paolo Russo, Tatiana Tommasi, Barbara Caputo

Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision Workshops, 2019

Domain Generalization by Solving Jigsaw Puzzles.

Fabio Maria Carlucci, Antonio D'Innocente, Silvia Bucci, Barbara Caputo, Tatiana Tommasi

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

2018

Agnostic Domain Generalization.

Fabio Maria Carlucci, Paolo Russo, Tatiana Tommasi, Barbara Caputo

CoRR, 2018

Adaptive Deep Learning Through Visual Domain Localization.

Gabriele Angeletti, Barbara Caputo, Tatiana Tommasi

Proceedings of the 2018 IEEE International Conference on Robotics and Automation, 2018

From Source to Target and Back: Symmetric Bi-Directional Adaptive GAN.

Paolo Russo, Fabio Maria Carlucci, Tatiana Tommasi, Barbara Caputo

Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

2017

A Deeper Look at Dataset Bias.

Tatiana Tommasi, Novi Patricia, Barbara Caputo, Tinne Tuytelaars

Proceedings of the Domain Adaptation in Computer Vision Applications., 2017

Backprop without Learning Rates Through Coin Betting.

Francesco Orabona, Tatiana Tommasi

CoRR, 2017

Training Deep Networks without Learning Rates Through Coin Betting.

Francesco Orabona, Tatiana Tommasi

Proceedings of the Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, 2017

Learning deep visual object models from noisy web data: How to make it work.

Nizar Massouh, Francesca Babiloni, Tatiana Tommasi, Jay Young, Nick Hawes, Barbara Caputo

Proceedings of the 2017 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2017

2016

Learning the Roots of Visual Domain Shift.

Tatiana Tommasi, Martina Lanzi, Paolo Russo, Barbara Caputo

Proceedings of the Computer Vision - ECCV 2016 Workshops, 2016

Solving VIsual Madlibs with Multiple Cues.

Tatiana Tommasi, Arun Mallya, Bryan A. Plummer, Svetlana Lazebnik, Alexander C. Berg, Tamara L. Berg

Proceedings of the British Machine Vision Conference 2016, 2016

2015

Joint cross-domain classification and subspace learning for unsupervised adaptation.

Basura Fernando, Tatiana Tommasi, Tinne Tuytelaars

Pattern Recognit. Lett., 2015

Location recognition over large time lags.

Basura Fernando, Tatiana Tommasi, Tinne Tuytelaars

Comput. Vis. Image Underst., 2015

Active Transfer Learning with Zero-Shot Priors: Reusing Past Datasets for Future Tasks.

Efstratios Gavves, Thomas Mensink, Tatiana Tommasi, Cees G. M. Snoek, Tinne Tuytelaars

Proceedings of the 2015 IEEE International Conference on Computer Vision, 2015

A Deeper Look at Dataset Bias.

Tatiana Tommasi, Novi Patricia, Barbara Caputo, Tinne Tuytelaars

Proceedings of the Pattern Recognition - 37th German Conference, 2015

2014

Learning Categories From Few Examples With Multi Model Knowledge Transfer.

Tatiana Tommasi, Francesco Orabona, Barbara Caputo

IEEE Trans. Pattern Anal. Mach. Intell., 2014

A Testbed for Cross-Dataset Analysis.

Tatiana Tommasi, Tinne Tuytelaars, Barbara Caputo

CoRR, 2014

Joint cross-domain classification and subspace learning.

Basura Fernando, Tatiana Tommasi, Tinne Tuytelaars

CoRR, 2014

Lost in the Past: Recognizing Locations Over Large Time Lags.

Basura Fernando, Tatiana Tommasi, Tinne Tuytelaars

CoRR, 2014

Multi-source Adaptive Learning for Fast Control of Prosthetics Hand.

Novi Patricia, Tatiana Tommasi, Barbara Caputo

Proceedings of the 22nd International Conference on Pattern Recognition, 2014

A Testbed for Cross-Dataset Analysis.

Tatiana Tommasi, Tinne Tuytelaars

Proceedings of the Computer Vision - ECCV 2014 Workshops, 2014

2013

Improving Control of Dexterous Hand Prostheses Using Adaptive Learning.

Tatiana Tommasi, Francesco Orabona, Claudio Castellini, Barbara Caputo

IEEE Trans. Robotics, 2013

Frustratingly Easy NBNN Domain Adaptation.

Tatiana Tommasi, Barbara Caputo

Proceedings of the IEEE International Conference on Computer Vision, 2013

2012

Towards a Quantitative Measure of Rareness.

Tatiana Tommasi, Barbara Caputo

Proceedings of the Detection and Identification of Rare Audiovisual Cues, 2012

Leveraging over prior knowledge for online learning of visual categories.

Tatiana Tommasi, Francesco Orabona, Mohsen Kaboli, Barbara Caputo

Proceedings of the British Machine Vision Conference, 2012

Beyond Dataset Bias: Multi-task Unaligned Shared Knowledge Transfer.

Tatiana Tommasi, Novi Quadrianto, Barbara Caputo, Christoph H. Lampert

Proceedings of the Computer Vision - ACCV 2012, 2012

2011

Using Object Affordances to Improve Object Recognition.

Claudio Castellini, Tatiana Tommasi, Nicoletta Noceti, Francesca Odone, Barbara Caputo

IEEE Trans. Auton. Ment. Dev., 2011

Transferring activities: Updating human behavior analysis.

Fabian Nater, Tatiana Tommasi, Helmut Grabner, Luc Van Gool, Barbara Caputo

Proceedings of the IEEE International Conference on Computer Vision Workshops, 2011

Multiclass transfer learning from unconstrained priors.

Jie Luo, Tatiana Tommasi, Barbara Caputo

Proceedings of the IEEE International Conference on Computer Vision, 2011

2010

Learning methods for melanoma recognition.

Elisabetta La Torre, Barbara Caputo, Tatiana Tommasi

Int. J. Imaging Syst. Technol., 2010

Object recognition using visuo-affordance maps.

Arjan Gijsberts, Tatiana Tommasi, Giorgio Metta, Barbara Caputo

Proceedings of the 2010 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2010

Safety in numbers: Learning categories from few examples with multi model knowledge transfer.

Tatiana Tommasi, Francesco Orabona, Barbara Caputo

Proceedings of the Twenty-Third IEEE Conference on Computer Vision and Pattern Recognition, 2010

Idiap on Medical Image Classification.

Tatiana Tommasi, Francesco Orabona

Proceedings of the ImageCLEF, Experimental Evaluation in Visual Information Retrieval, 2010

The Medical Image Classification Task.

Tatiana Tommasi, Thomas Deselaers

Proceedings of the ImageCLEF, Experimental Evaluation in Visual Information Retrieval, 2010

2009

Overview of the CLEF 2009 Medical Image Annotation Track.

Tatiana Tommasi, Barbara Caputo, Petra Welter, Mark Oliver Güld, Thomas Martin Deserno

Proceedings of the Working Notes for CLEF 2009 Workshop co-located with the 13th European Conference on Digital Libraries (ECDL 2009) , Corfù, Greece, September 30, 2009

The More You Know, the Less You Learn: From Knowledge Transfer to One-shot Learning of Object Categories.

Tatiana Tommasi, Barbara Caputo

Proceedings of the British Machine Vision Conference, 2009

2008

Discriminative cue integration for medical image annotation.

Tatiana Tommasi, Francesco Orabona, Barbara Caputo

Pattern Recognit. Lett., 2008

CLEF2008 Image Annotation Task: an SVM Confidence-Based Approach.

Tatiana Tommasi, Francesco Orabona, Barbara Caputo

Proceedings of the Working Notes for CLEF 2008 Workshop co-located with the 12th European Conference on Digital Libraries (ECDL 2008) , 2008

An SVM Confidence-Based Approach to Medical Image Annotation.

Tatiana Tommasi, Francesco Orabona, Barbara Caputo

Proceedings of the Evaluating Systems for Multilingual and Multimodal Information Access, 2008

2007

CLEF2007: Image Annotation Task: an SVM-based Cue Integration Approach.

Tatiana Tommasi, Francesco Orabona, Barbara Caputo

Proceedings of the Working Notes for CLEF 2007 Workshop co-located with the 11th European Conference on Digital Libraries (ECDL 2007), 2007

Cue Integration for Medical Image Annotation.

Tatiana Tommasi, Francesco Orabona, Barbara Caputo

Proceedings of the Advances in Multilingual and Multimodal Information Retrieval, 2007

2006

Kernel Methods for Melanoma Recognition.

Elisabetta La Torre, Tatiana Tommasi, Barbara Caputo, Giovanni E. Gigante

Proceedings of the Ubiquity: Technologies for Better Health in Aging Societies, 2006

Melanoma Recognition Using Representative and Discriminative Kernel Classifiers.

Tatiana Tommasi, Elisabetta La Torre, Barbara Caputo

Proceedings of the Computer Vision Approaches to Medical Image Analysis, 2006