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Project DIRAC
Name: DIRAC

Publications of project DIRAC
2013
2012
2011
2010
Learning from Candidate Labeling Sets, Jie Luo and Francesco Orabona, in: Advances in Neural Information Processing Systems 23 (NIPS10), NIPS Foundation, Vancouver, B.C., Canada, MIT Press, 2010
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Object Recognition using Visuo-Affordance Maps, Arjan Gijsberts, Tatiana Tommasi, Giorgio Metta and Barbara Caputo, in: International Conference on Intelligent Robots and Systems, Taipei, pages 1572-1578, IEEE, 2010
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[DOI]
OM-2: An Online Multi-class Multi-kernel Learning Algorithm, Jie Luo, Francesco Orabona, Marco Fornoni, Barbara Caputo and Nicolo Cesa-Bianchi, in: In Proceeding of CVPR 2010, Online Learning for Computer Vision Workshop, 2010
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Online-Batch Strongly Convex Multi Kernel Learning, Francesco Orabona, Jie Luo and Barbara Caputo, in: Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2010
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Towards a quantitative measure of rareness, Tatiana Tommasi and Barbara Caputo, in: DIRAC Workshop at the European Conference on Machine Learning, pages 129-136, Springer Berlin Heidelberg, 2010
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[DOI]
2009
An online framework for learning novel concepts over multiple cues, Jie Luo, Francesco Orabona and Barbara Caputo, in: Proceeding of The 9th Asian Conference on Computer Vision, Xi'an, China, 2009
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APPLICATIONS OF SIGNAL ANALYSIS USING AUTOREGRESSIVE MODELS FOR AMPLITUDE MODULATION, Sriram Ganapathy, Samuel Thomas, Petr Motlicek and Hynek Hermansky, in: IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, 2009, WASPAA '09., IEEE, Mohonk Mountain House, New Paltz, New York, USA, 2009
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[URL]
Bounded kernel-based perceptrons, Francesco Orabona, Joseph Keshet and Barbara Caputo, in: Journal of Machine Learning Research, Accepted for pub, 2009
Classifying Material in the Real World, Barbara Caputo, Eric Hayman, Mario Fritz and J-O Ekluhnd, in: Image and vision Computing, accepted for pub, 2009
Who's Doing What: Joint Modeling of Names and Verbs for Simultaneous Face and Pose Annotation, Jie Luo, Barbara Caputo and Vittorio Ferrari, in: Advances in Neural Information Processing Systems 22 (NIPS09), NIPS Foundation, Vancouver, B.C., Canada, MIT Press, 2009
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2008
Support Vector Machines with a Reject Option, Yves Grandvalet, Alain Rakotomamonjy, Joseph Keshet and St├ęphane Canu, in: Proceedings of the 22nd Annual Conference on Neural Information Processing Systems, 2008
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SVM-based Discriminative Accumulation Scheme for Place Recognition, Andrzej Pronobis, Oscar Martinez Monos and Barbara Caputo, in: Proceedings of the IEEE International Conference on Robotics and Automation (ICRA08), 2008
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2007
Discriminative Keyword Spotting, Joseph Keshet, David Grangier and Samy Bengio, in: Workshop on Non-Linear Speech Processing, Paris, France, 2007
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