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Tatiana Tommasi
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Publications
- 2022
- [j12]Francesco Cappio Borlino, Salvatore Polizzotto, Barbara Caputo, Tatiana Tommasi:
Self-supervision & meta-learning for one-shot unsupervised cross-domain detection. Comput. Vis. Image Underst. 223: 103549 (2022) - [j11]Silvia Bucci, Antonio D'Innocente, Yujun Liao, Fabio Maria Carlucci, Barbara Caputo, Tatiana Tommasi:
Self-Supervised Learning Across Domains. IEEE Trans. Pattern Anal. Mach. Intell. 44(9): 5516-5528 (2022) - [c40]Silvia Bucci, Francesco Cappio Borlino, Barbara Caputo, Tatiana Tommasi:
Distance-based Hyperspherical Classification for Multi-source Open-Set Domain Adaptation. WACV 2022: 1030-1039 - 2021
- [i24]Tatiana Tommasi, Silvia Bucci, Barbara Caputo, Pietro Asinari:
Towards Fairness Certification in Artificial Intelligence. CoRR abs/2106.02498 (2021) - [i23]Francesco Cappio Borlino, Salvatore Polizzotto, Antonio D'Innocente, Silvia Bucci, Barbara Caputo, Tatiana Tommasi:
Self-Supervision & Meta-Learning for One-Shot Unsupervised Cross-Domain Detection. CoRR abs/2106.03496 (2021) - [i22]Silvia Bucci, Francesco Cappio Borlino, Barbara Caputo, Tatiana Tommasi:
Distance-based Hyperspherical Classification for Multi-source Open-Set Domain Adaptation. CoRR abs/2107.02067 (2021) - 2020
- [c34]Antonio D'Innocente, Francesco Cappio Borlino, Silvia Bucci, Barbara Caputo, Tatiana Tommasi:
One-Shot Unsupervised Cross-Domain Detection. ECCV (16) 2020: 732-748 - [i19]Antonio D'Innocente, Francesco Cappio Borlino, Silvia Bucci, Barbara Caputo, Tatiana Tommasi:
One-Shot Unsupervised Cross-Domain Detection. CoRR abs/2005.11610 (2020) - [i17]Silvia Bucci, Antonio D'Innocente, Yujun Liao, Fabio Maria Carlucci, Barbara Caputo, Tatiana Tommasi:
Self-Supervised Learning Across Domains. CoRR abs/2007.12368 (2020) - 2019
- [c30]Fabio Maria Carlucci, Antonio D'Innocente, Silvia Bucci, Barbara Caputo, Tatiana Tommasi:
Domain Generalization by Solving Jigsaw Puzzles. CVPR 2019: 2229-2238 - [c29]Fabio Maria Carlucci, Paolo Russo, Tatiana Tommasi, Barbara Caputo:
Hallucinating Agnostic Images to Generalize Across Domains. ICCV Workshops 2019: 3227-3234 - [c27]Paolo Russo, Tatiana Tommasi, Barbara Caputo:
Towards Multi-source Adaptive Semantic Segmentation. ICIAP (1) 2019: 292-301 - [i16]Fabio Maria Carlucci, Antonio D'Innocente, Silvia Bucci, Barbara Caputo, Tatiana Tommasi:
Domain Generalization by Solving Jigsaw Puzzles. CoRR abs/1903.06864 (2019) - [i14]Antonio D'Innocente, Silvia Bucci, Barbara Caputo, Tatiana Tommasi:
Learning to Generalize One Sample at a Time with Self-Supervision. CoRR abs/1910.03915 (2019) - 2018
- [c26]Paolo Russo, Fabio Maria Carlucci, Tatiana Tommasi, Barbara Caputo:
From Source to Target and Back: Symmetric Bi-Directional Adaptive GAN. CVPR 2018: 8099-8108 - [c25]Gabriele Angeletti, Barbara Caputo, Tatiana Tommasi:
Adaptive Deep Learning Through Visual Domain Localization. ICRA 2018: 7135-7142 - [i13]Gabriele Angeletti, Barbara Caputo, Tatiana Tommasi:
Adaptive Deep Learning through Visual Domain Localization. CoRR abs/1802.08833 (2018) - [i12]Fabio Maria Carlucci, Paolo Russo, Tatiana Tommasi, Barbara Caputo:
Agnostic Domain Generalization. CoRR abs/1808.01102 (2018) - 2017
- [c24]Nizar Massouh, Francesca Babiloni, Tatiana Tommasi, Jay Young, Nick Hawes, Barbara Caputo:
Learning deep visual object models from noisy web data: How to make it work. IROS 2017: 5564-5571 - [p4]Tatiana Tommasi, Novi Patricia, Barbara Caputo, Tinne Tuytelaars:
A Deeper Look at Dataset Bias. Domain Adaptation in Computer Vision Applications 2017: 37-55 - [i11]Nizar Massouh, Francesca Babiloni, Tatiana Tommasi, Jay Young, Nick Hawes, Barbara Caputo:
Learning Deep Visual Object Models From Noisy Web Data: How to Make it Work. CoRR abs/1702.08513 (2017) - [i9]Paolo Russo, Fabio Maria Carlucci, Tatiana Tommasi, Barbara Caputo:
From source to target and back: symmetric bi-directional adaptive GAN. CoRR abs/1705.08824 (2017) - 2016
- [c21]Tatiana Tommasi, Martina Lanzi, Paolo Russo, Barbara Caputo:
Learning the Roots of Visual Domain Shift. ECCV Workshops (3) 2016: 475-482 - [i8]Tatiana Tommasi, Martina Lanzi, Paolo Russo, Barbara Caputo:
Learning the Roots of Visual Domain Shift. CoRR abs/1607.06144 (2016) - 2015
- [c20]Tatiana Tommasi, Novi Patricia, Barbara Caputo, Tinne Tuytelaars:
A Deeper Look at Dataset Bias. GCPR 2015: 504-516 - [i5]Tatiana Tommasi, Novi Patricia, Barbara Caputo, Tinne Tuytelaars:
A Deeper Look at Dataset Bias. CoRR abs/1505.01257 (2015) - 2014
- [j5]Tatiana Tommasi, Francesco Orabona, Barbara Caputo:
Learning Categories From Few Examples With Multi Model Knowledge Transfer. IEEE Trans. Pattern Anal. Mach. Intell. 36(5): 928-941 (2014) - [c17]Novi Patricia, Tatiana Tommasi, Barbara Caputo:
Multi-source Adaptive Learning for Fast Control of Prosthetics Hand. ICPR 2014: 2769-2774 - [i3]Tatiana Tommasi, Tinne Tuytelaars, Barbara Caputo:
A Testbed for Cross-Dataset Analysis. CoRR abs/1402.5923 (2014) - 2013
- [j4]Tatiana Tommasi, Francesco Orabona, Claudio Castellini, Barbara Caputo:
Improving Control of Dexterous Hand Prostheses Using Adaptive Learning. IEEE Trans. Robotics 29(1): 207-219 (2013) - [c16]Tatiana Tommasi, Barbara Caputo:
Frustratingly Easy NBNN Domain Adaptation. ICCV 2013: 897-904 - 2012
- [c15]Tatiana Tommasi, Novi Quadrianto, Barbara Caputo, Christoph H. Lampert:
Beyond Dataset Bias: Multi-task Unaligned Shared Knowledge Transfer. ACCV (1) 2012: 1-15 - [c14]Tatiana Tommasi, Francesco Orabona, Mohsen Kaboli, Barbara Caputo:
Leveraging over prior knowledge for online learning of visual categories. BMVC 2012: 1-11 - [p3]Tatiana Tommasi, Barbara Caputo:
Towards a Quantitative Measure of Rareness. Detection and Identification of Rare Audiovisual Cues 2012: 129-136 - 2011
- [j3]Claudio Castellini, Tatiana Tommasi, Nicoletta Noceti, Francesca Odone, Barbara Caputo:
Using Object Affordances to Improve Object Recognition. IEEE Trans. Auton. Ment. Dev. 3(3): 207-215 (2011) - [c13]Jie Luo, Tatiana Tommasi, Barbara Caputo:
Multiclass transfer learning from unconstrained priors. ICCV 2011: 1863-1870 - [c12]Fabian Nater, Tatiana Tommasi, Helmut Grabner, Luc Van Gool, Barbara Caputo:
Transferring activities: Updating human behavior analysis. ICCV Workshops 2011: 1737-1744 - 2010
- [j2]Elisabetta La Torre, Barbara Caputo, Tatiana Tommasi:
Learning methods for melanoma recognition. Int. J. Imaging Syst. Technol. 20(4): 316-322 (2010) - [c11]Tatiana Tommasi, Francesco Orabona, Barbara Caputo:
Safety in numbers: Learning categories from few examples with multi model knowledge transfer. CVPR 2010: 3081-3088 - [c10]Arjan Gijsberts, Tatiana Tommasi, Giorgio Metta, Barbara Caputo:
Object recognition using visuo-affordance maps. IROS 2010: 1572-1578 - 2009
- [c9]Tatiana Tommasi, Barbara Caputo:
The More You Know, the Less You Learn: From Knowledge Transfer to One-shot Learning of Object Categories. BMVC 2009: 1-11 - [c8]Tatiana Tommasi, Barbara Caputo, Petra Welter, Mark Oliver Güld, Thomas Martin Deserno:
Overview of the CLEF 2009 Medical Image Annotation Track. CLEF (2) 2009: 85-93 - [c7]Tatiana Tommasi, Barbara Caputo, Petra Welter, Mark Oliver Güld, Thomas Martin Deserno:
Overview of the CLEF 2009 Medical Image Annotation Track. CLEF (Working Notes) 2009 - 2008
- [j1]Tatiana Tommasi, Francesco Orabona, Barbara Caputo:
Discriminative cue integration for medical image annotation. Pattern Recognit. Lett. 29(15): 1996-2002 (2008) - [c6]Tatiana Tommasi, Francesco Orabona, Barbara Caputo:
An SVM Confidence-Based Approach to Medical Image Annotation. CLEF 2008: 696-703 - [c5]Tatiana Tommasi, Francesco Orabona, Barbara Caputo:
CLEF2008 Image Annotation Task: an SVM Confidence-Based Approach. CLEF (Working Notes) 2008 - 2007
- [c4]Tatiana Tommasi, Francesco Orabona, Barbara Caputo:
Cue Integration for Medical Image Annotation. CLEF 2007: 577-584 - [c3]Tatiana Tommasi, Francesco Orabona, Barbara Caputo:
CLEF2007: Image Annotation Task: an SVM-based Cue Integration Approach. CLEF (Working Notes) 2007 - 2006
- [c2]Tatiana Tommasi, Elisabetta La Torre, Barbara Caputo:
Melanoma Recognition Using Representative and Discriminative Kernel Classifiers. CVAMIA 2006: 1-12 - [c1]Elisabetta La Torre, Tatiana Tommasi, Barbara Caputo, Giovanni E. Gigante:
Kernel Methods for Melanoma Recognition. MIE 2006: 983-988
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