Tatiana Tommasi

发表

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

Barbara Caputo, Tatiana Tommasi, Francesco Orabona, 2007, CLEF.

Improving Control of Dexterous Hand Prostheses Using Adaptive Learning

Barbara Caputo, Tatiana Tommasi, Francesco Orabona, 2013, IEEE Transactions on Robotics.

Backprop without Learning Rates Through Coin Betting pdf

Tatiana Tommasi, Francesco Orabona, T. Tommasi, 2017, NIPS 2017.

One-Shot Unsupervised Cross-Domain Detection

Tatiana Tommasi, Barbara Caputo, Antonio D'Innocente, 2020, ECCV.

Does evolution cause a domain shift

Tinne Tuytelaars, Tatiana Tommasi, Basura Fernando, 2013 .

The Medical Image Classification Task

Thomas Deselaers, Tatiana Tommasi, 2010, ImageCLEF.

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

Cees Snoek, Thomas Mensink, Tinne Tuytelaars, 2015, 2015 IEEE International Conference on Computer Vision (ICCV).

Location recognition over large time lags

Tinne Tuytelaars, Tatiana Tommasi, Basura Fernando, 2014, Comput. Vis. Image Underst..

Learning Categories From Few Examples With Multi Model Knowledge Transfer

Barbara Caputo, Tatiana Tommasi, Francesco Orabona, 2014, IEEE Transactions on Pattern Analysis and Machine Intelligence.

Training Deep Networks without Learning Rates Through Coin Betting

Tatiana Tommasi, Francesco Orabona, T. Tommasi, 2017, NIPS.

Hallucinating Agnostic Images to Generalize Across Domains

Fabio Maria Carlucci, Paolo Russo, Tatiana Tommasi, 2018, 2019 IEEE/CVF International Conference on Computer Vision Workshop (ICCVW).

A Deeper Look at Dataset Bias

Barbara Caputo, Tinne Tuytelaars, Tatiana Tommasi, 2015, Domain Adaptation in Computer Vision Applications.

Frustratingly Easy NBNN Domain Adaptation

Barbara Caputo, Tatiana Tommasi, B. Caputo, 2013, 2013 IEEE International Conference on Computer Vision.

Leveraging over prior knowledge for online learning of visual categories

Barbara Caputo, Tatiana Tommasi, Francesco Orabona, 2012, BMVC.

Object recognition using visuo-affordance maps

Giorgio Metta, Barbara Caputo, Tatiana Tommasi, 2010, 2010 IEEE/RSJ International Conference on Intelligent Robots and Systems.

Idiap on Medical Image Classification

Tatiana Tommasi, Francesco Orabona, 2010, ImageCLEF.

A Testbed for Cross-Dataset Analysis pdf

Tinne Tuytelaars, Tatiana Tommasi, Barbara Caputo, 2014, ECCV Workshops.

Transferring activities: Updating human behavior analysis

Luc Van Gool, Barbara Caputo, Tatiana Tommasi, 2011, 2011 IEEE International Conference on Computer Vision Workshops (ICCV Workshops).

Adaptive Deep Learning Through Visual Domain Localization

Barbara Caputo, Tatiana Tommasi, Gabriele Angeletti, 2018, 2018 IEEE International Conference on Robotics and Automation (ICRA).

Beyond Dataset Bias: Multi-task Unaligned Shared Knowledge Transfer

Christoph H. Lampert, Barbara Caputo, Tatiana Tommasi, 2012, ACCV.

Joint cross-domain classification and subspace learning pdf

Tinne Tuytelaars, Tatiana Tommasi, Basura Fernando, 2014, ArXiv.

Overview of the CLEF 2009 Medical Image Annotation Track

Barbara Caputo, Thomas Martin Deserno, Tatiana Tommasi, 2009, CLEF.

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

Barbara Caputo, Tatiana Tommasi, Nick Hawes, 2017, 2017 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS).

Cue Integration for Medical Image Annotation

Barbara Caputo, Tatiana Tommasi, Francesco Orabona, 2007, CLEF.

Learning to Learn New Models of Human Activities in Indoor Settings

Luc Van Gool, Tatiana Tommasi, Fabian Nater, 2013 .

Using Object Affordances to Improve Object Recognition

Barbara Caputo, Nicoletta Noceti, Francesca Odone, 2011, IEEE Transactions on Autonomous Mental Development.

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

Tatiana Tommasi, Fabrizio Lamberti, Lia Morra, 2020, ArXiv.

Rethinking Domain Generalization Baselines

Tatiana Tommasi, Antonio D'Innocente, Francesco Cappio Borlino, 2021, 2020 25th International Conference on Pattern Recognition (ICPR).

Melanoma Recognition Using Representative and Discriminative Kernel Classifiers

Barbara Caputo, Tatiana Tommasi, Elisabetta La Torre, 2006, CVAMIA.

Transfer Learning of Visual Concepts across Robots: a Discriminative Approach

Barbara Caputo, Tatiana Tommasi, Sriram Prasath Elango, 2012 .

Melanoma Recognition using Kernel Classifiers

Barbara Caputo, Tatiana Tommasi, Elisabetta La Torre, 2006 .

Learning methods for melanoma recognition

Barbara Caputo, Tatiana Tommasi, Elisabetta La Torre, 2010, Int. J. Imaging Syst. Technol..

Self-Supervised Learning Across Domains pdf

Fabio Maria Carlucci, Tatiana Tommasi, Antonio D'Innocente, 2020, IEEE Transactions on Pattern Analysis and Machine Intelligence.

Tackling Partial Domain Adaptation with Self-Supervision pdf

Tatiana Tommasi, Antonio D'Innocente, Silvia Bucci, 2019, ICIAP.

Agnostic Domain Generalization pdf

Fabio Maria Carlucci, Barbara Caputo, Paolo Russo, 2018, ArXiv.

CLEF2008 Image Annotation Task: an SVM Confidence-Based Approach

Barbara Caputo, Tatiana Tommasi, Francesco Orabona, 2008, CLEF.

An SVM Confidence-Based Approach to Medical Image Annotation

Barbara Caputo, Tatiana Tommasi, Francesco Orabona, 2008, CLEF.

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

Barbara Caputo, Tatiana Tommasi, Francesco Orabona, 2010, 2010 IEEE Computer Society Conference on Computer Vision and Pattern Recognition.

Learning to Learn by Exploiting Prior Knowledge

Tatiana Tommasi, T. Tommasi, 2013 .

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

Barbara Caputo, Tatiana Tommasi, B. Caputo, 2009, BMVC.

Domain Generalization by Solving Jigsaw Puzzles

Fabio Maria Carlucci, Tatiana Tommasi, Barbara Caputo, 2019, 2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR).

Towards Multi-source Adaptive Semantic Segmentation

Paolo Russo, Tatiana Tommasi, Barbara Caputo, 2019, ICIAP.

Joint cross-domain classification and subspace learning for unsupervised adaptation

Tinne Tuytelaars, Tatiana Tommasi, Basura Fernando, 2014, Pattern Recognit. Lett..

Towards a Quantitative Measure of Rareness

Barbara Caputo, Tatiana Tommasi, 2012, Detection and Identification of Rare Audiovisual Cues.

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

Tatiana Tommasi, Davide Boscaini, Antonio Alliegro, 2020, 2020 25th International Conference on Pattern Recognition (ICPR).

Discriminative cue integration for medical image annotation

Barbara Caputo, Tatiana Tommasi, Francesco Orabona, 2008, Pattern Recognit. Lett..

Combining Multiple Cues for Visual Madlibs Question Answering

Svetlana Lazebnik, Tatiana Tommasi, Alexander C. Berg, 2016, International Journal of Computer Vision.

Positive-unlabeled learning for open set domain adaptation

Markus Vincze, Tatiana Tommasi, Mohammad Reza Loghmani, 2020, Pattern Recognit. Lett..

On the Effectiveness of Image Rotation for Open Set Domain Adaptation

Tatiana Tommasi, Mohammad Reza Loghmani, Silvia Bucci, 2020, ECCV.

Solving VIsual Madlibs with Multiple Cues pdf

Svetlana Lazebnik, Tatiana Tommasi, Alexander C. Berg, 2016, BMVC.

Kernel Methods for Melanoma Recognition

Barbara Caputo, Tatiana Tommasi, Elisabetta La Torre, 2006, MIE.

Learning the Roots of Visual Domain Shift

Barbara Caputo, Paolo Russo, Tatiana Tommasi, 2016, ECCV Workshops.

A Deeper Look at Dataset Bias pdf

Barbara Caputo, Tinne Tuytelaars, Tatiana Tommasi, 2015, Domain Adaptation in Computer Vision Applications.

Self-Supervision for 3D Real-World Challenges

Tatiana Tommasi, Davide Boscaini, Antonio Alliegro, 2020, ECCV Workshops.

Domain Generalization vs Data Augmentation: An Unbiased Perspective

Tatiana Tommasi, Antonio D'Innocente, Francesco Cappio Borlino, 2020, ECCV Workshops.

Multiclass transfer learning from unconstrained priors

Barbara Caputo, Tatiana Tommasi, Jie Luo, 2011, 2011 International Conference on Computer Vision.

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

Tatiana Tommasi, Barbara Caputo, Antonio D'Innocente, 2019, ArXiv.

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

Fabio Maria Carlucci, Barbara Caputo, Paolo Russo, 2017, 2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition.

Multi-source Adaptive Learning for Fast Control of Prosthetics Hand

Barbara Caputo, Tatiana Tommasi, Novi Patricia, 2014, 2014 22nd International Conference on Pattern Recognition.

Self-Supervised Learning Across Domains

Fabio Maria Carlucci, Tatiana Tommasi, Antonio D'Innocente, 2021, IEEE transactions on pattern analysis and machine intelligence.

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

Tatiana Tommasi, Francesco Cappio Borlino, Silvia Bucci, 2021, 2022 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV).

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

Tatiana Tommasi, Silvia Bucci, Andrea Ferreri, 2021, ArXiv.

Towards Fairness Certification in Artificial Intelligence pdf

Barbara Caputo, Tatiana Tommasi, Pietro Asinari, 2021, ArXiv.

Denoise and Contrast for Category Agnostic Shape Completion

Enrico Magli, Tatiana Tommasi, Diego Valsesia, 2021, 2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR).

Multi-Modal RGB-D Scene Recognition Across Domains

Tatiana Tommasi, Silvia Bucci, Andrea Ferreri, 2021, 2021 IEEE/CVF International Conference on Computer Vision Workshops (ICCVW).