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


Jul 14, 2021
Silvia Bucci, Francesco Cappio Borlino, Barbara Caputo, Tatiana Tommasi


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Towards Fairness Certification in Artificial Intelligence


Jun 04, 2021
Tatiana Tommasi, Silvia Bucci, Barbara Caputo, Pietro Asinari


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Denoise and Contrast for Category Agnostic Shape Completion


Mar 30, 2021
Antonio Alliegro, Diego Valsesia, Giulia Fracastoro, Enrico Magli, Tatiana Tommasi

* Accepted at CVPR 2021 

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Translate to Adapt: RGB-D Scene Recognition across Domains


Mar 26, 2021
Andrea Ferreri, Silvia Bucci, Tatiana Tommasi


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Rethinking Domain Generalization Baselines


Jan 27, 2021
Francesco Cappio Borlino, Antonio D'Innocente, Tatiana Tommasi

* Accepted at ICPR 2020 

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Self-Supervised Learning Across Domains


Jul 24, 2020
Silvia Bucci, Antonio D'Innocente, Yujun Liao, Fabio Maria Carlucci, Barbara Caputo, Tatiana Tommasi


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On the Effectiveness of Image Rotation for Open Set Domain Adaptation


Jul 24, 2020
Silvia Bucci, Mohammad Reza Loghmani, Tatiana Tommasi

* accepted at ECCV 2020 

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One-Shot Unsupervised Cross-Domain Detection


May 23, 2020
Antonio D'Innocente, Francesco Cappio Borlino, Silvia Bucci, Barbara Caputo, Tatiana Tommasi


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Bridging the gap between Natural and Medical Images through Deep Colorization


May 21, 2020
Lia Morra, Luca Piano, Fabrizio Lamberti, Tatiana Tommasi


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


Apr 15, 2020
Antonio Alliegro, Davide Boscaini, Tatiana Tommasi


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


Oct 11, 2019
Antonio D'Innocente, Silvia Bucci, Barbara Caputo, Tatiana Tommasi

* Submitted to ICCV 2019 

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Tackling Partial Domain Adaptation with Self-Supervision


Jun 12, 2019
Silvia Bucci, Antonio D'Innocente, Tatiana Tommasi


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Domain Generalization by Solving Jigsaw Puzzles


Apr 14, 2019
Fabio Maria Carlucci, Antonio D'Innocente, Silvia Bucci, Barbara Caputo, Tatiana Tommasi

* Accepted at CVPR 2019 (oral) 

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Agnostic Domain Generalization


Aug 03, 2018
Fabio M. Carlucci, Paolo Russo, Tatiana Tommasi, Barbara Caputo


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Adaptive Deep Learning through Visual Domain Localization


Feb 24, 2018
Gabriele Angeletti, Barbara Caputo, Tatiana Tommasi

* Accepted at ICRA 2018 

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Combining Multiple Cues for Visual Madlibs Question Answering


Feb 07, 2018
Tatiana Tommasi, Arun Mallya, Bryan Plummer, Svetlana Lazebnik, Alexander C. Berg, Tamara L. Berg

* submitted to IJCV -- under review 

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From source to target and back: symmetric bi-directional adaptive GAN


Nov 29, 2017
Paolo Russo, Fabio Maria Carlucci, Tatiana Tommasi, Barbara Caputo


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Training Deep Networks without Learning Rates Through Coin Betting


Nov 04, 2017
Francesco Orabona, Tatiana Tommasi

* Camera-ready version for NIPS 2017 

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Learning Deep Visual Object Models From Noisy Web Data: How to Make it Work


Feb 28, 2017
Nizar Massouh, Francesca Babiloni, Tatiana Tommasi, Jay Young, Nick Hawes, Barbara Caputo

* 2017 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS) 
* 8 pages, 7 figures, 3 tables 

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Solving Visual Madlibs with Multiple Cues


Aug 11, 2016
Tatiana Tommasi, Arun Mallya, Bryan Plummer, Svetlana Lazebnik, Alexander C. Berg, Tamara L. Berg

* accepted at BMVC 2016 

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Learning the Roots of Visual Domain Shift


Jul 20, 2016
Tatiana Tommasi, Martina Lanzi, Paolo Russo, Barbara Caputo

* Extended Abstract 

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


Oct 06, 2015
Efstratios Gavves, Thomas Mensink, Tatiana Tommasi, Cees G. M. Snoek, Tinne Tuytelaars


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Location Recognition Over Large Time Lags


May 26, 2015
Basura Fernando, Tatiana Tommasi, Tinne Tuytelaars


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A Deeper Look at Dataset Bias


May 06, 2015
Tatiana Tommasi, Novi Patricia, Barbara Caputo, Tinne Tuytelaars


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Joint cross-domain classification and subspace learning for unsupervised adaptation


Apr 29, 2015
Basura Fernando, Tatiana Tommasi, Tinne Tuytelaars

* Paper is under consideration at Pattern Recognition Letters 

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A Testbed for Cross-Dataset Analysis


Feb 24, 2014
Tatiana Tommasi, Tinne Tuytelaars, Barbara Caputo


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