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Barbara Caputo
First name(s): Barbara
Last name(s): Caputo

Publications of Barbara Caputo
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2016
When Naïve Bayes Nearest Neighbors Meet Convolutional Neural Networks, Ilja Kuzborskij, Fabio M. Carlucci and Barbara Caputo, in: Computer Vision and Pattern Recognition (CVPR), IEEE Conference on, 2016
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2015
A Deeper Look at Dataset Bias, Tatiana Tommasi, Novi Patricia, Barbara Caputo and Tinne Tuytelaars, in: German Conference on Pattern Recognition, Aachen, Germany, pages 504–516, Springer International Publishing, 2015
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Transfer Learning through Greedy Subset Selection, Ilja Kuzborskij, Francesco Orabona and Barbara Caputo, in: Image Analysis and Processing - ICIAP 2015, Genoa, Italy, pages 3-14, Springer International Publishing, 2015
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2014
Learning to Learn, from Transfer Learning to Domain Adaptation: A Unifying Perspective, Novi Patricia and Barbara Caputo, in: Proceedings of the Computer Vision and Pattern Recognition, Columbus, OH, pages 1442-1449, IEEE, 2014
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[DOI]
Multi-Source Adaptive Learning for Fast Control of Prosthetics Hand, Novi Patricia, Tatiana Tommasi and Barbara Caputo, in: Proceedings of the International Conference on Pattern Recognition, Stockholm, pages 2769 - 2774, 2014
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Overview of the ImageCLEF 2014 Domain Adaptation Task, Barbara Caputo and Novi Patricia, in: ImageCLEF 2014: Overview and analysis of the results, 2014
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Scene Recognition with Naive Bayes Non-linear Learning, Marco Fornoni and Barbara Caputo, in: Proceedings of the 22nd International Conference on Pattern Recognition, Stockholm, pages 3404 - 3409, IEEE, 2014
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2013
Exploiting Accelerometers to Improve Movement Classification for Prosthetics, Arjan Gijsberts and Barbara Caputo, in: International Conference on Rehabilitation Robotics, 2013
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From N to N+1: Multiclass Transfer Incremental Learning, Ilja Kuzborskij, Francesco Orabona and Barbara Caputo, in: Proceedings of the Conference on Computer Vision and Pattern Recognition, 2013
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Learning to learn new models of human activities in indoor settings1, Fabian Nater, Tatiana Tommasi, Luc Van Gool and Barbara Caputo, in: Interactive Multimodal Information Management, EPFL Press, 2013
Learning to learn new models of human activities in indoor settings1, Fabian Nater, Tatiana Tommasi, Luc Van Gool and Barbara Caputo, in: Interactive Multimodal Information Management, EPFL Press, 2013
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Medical image annotation, Barbara Caputo, in: Interactive Multimodal Information Management, EPFL Press, 2013
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Multiclass Latent Locally Linear Support Vector Machines, Marco Fornoni, Barbara Caputo and Francesco Orabona, in: JMLR W&CP, Volume 29: Asian Conference on Machine Learning, Canberra, Australia, pages 229-244, 2013
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2012
Indoor Scene Recognition using Task and Saliency-driven Feature Pooling, Marco Fornoni and Barbara Caputo, in: Proceedings of the British Machine Vision Conference, Guildford, UK, 2012
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On the Challenge of Classifying 52 Hand Movements from Surface Electromyography, Ilja Kuzborskij, Arjan Gijsberts and Barbara Caputo, in: 34th Annual Conference of the IEEE Engineering in Medicine & Biology Society, 2012
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Overview of the ImageCLEF 2012 Robot Vision Task, Jesus Martinez-Gomez, Ismael Garcia-Varea and Barbara Caputo, in: Working Notes of the ImageCLEF 2012 Laboratory, 2012
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2011
A Large-Scale Database of Images and Captions for Automatic Face Naming, Mert Ozcan, Jie Luo, Vittorio Ferrari and Barbara Caputo, in: Proceedings of the 22nd British Machine Vision Conference, 2011
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Multiclass Transfer Learning from Unconstrained Priors, Jie Luo, Tatiana Tommasi and Barbara Caputo, in: Proceedings of the 13th International Conference on Computer Vision, 2011
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