Peer Reviewed Conference Papers
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"Transferring Activities: Updating Human Behavior Analysis",
F. Nater*, T. Tommasi*, H. Grabner, L. Van Gool, B. Caputo, Visual Surveillance Workshop at ICCV 2011. (* equal authors listed in alphabetic order)
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"Multiclass Transfer Learning from Unconstrained Priors",
L. Jie*, T. Tommasi*, B. Caputo, ICCV 2011. (* equal authors listed in alphabetic order)
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"Towards a quantitative measure of rareness",
T. Tommasi, B. Caputo, DIRAC Workshop at the European Conference on Machine Learning (ECML), 2010.
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"Object Recognition using Visuo-Affordance Maps",
A. Gijsberts, T. Tommasi, G. Metta, B. Caputo, International Conference on Intelligent Robots and Systems (IROS), 2010.
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"Safety in Numbers: Learning Categories from Few Examples
with Multi Model Knowledge Transfer",
T. Tommasi, F. Orabona, B. Caputo, CVPR 2010.
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"Overview of the CLEF 2009 Medical Image
Annotation Track",
T. Tommasi, B. Caputo, P. Welter , Mark Oliver Güld and Thomas M. Deserno, LNCS, proceedings of the 9th CLEF workshop 2009.
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"The more you know, the less you learn: from knowledge transfer to one-shot learning of object categories",
T. Tommasi, B. Caputo, BMVC 2009.
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"An SVM Confidence-Based Approach to Medical Image Annotation",
T. Tommasi, F. Orabona, B. Caputo, LNCS, proceedings of the 9th CLEF workshop 2008.
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"Cue Integration for Medical Image Annotation",
T. Tommasi, F. Orabona, B. Caputo, LNCS, proceedings of the 8th CLEF workshop 2007.
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"Kernel Methods for Melanoma Recognition",
E. La Torre, T. Tommasi, B. Caputo, G.E. Gigante, Studies in Health Technology and Informatics,
proceedings of MIE 2006.
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"Melanoma Recognition Using Representative and Discriminative Kernel Classifiers",
T. Tommasi, E. La Torre, B. Caputo, LNCS, proceedings of CVAMIA 2006.
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"Using Object Affordances to Improve Object Recognition",
C. Claudio, T. Tommasi, N. Noceti, F. Odone, B. Caputo, IEEE Transactions on Autonomous Mental Development, 2011.
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"Learning Methods for Melanoma Recognition",
E. La Torre, B. Caputo, T. Tommasi, International Journal of Imaging Systems and Technology, 20:316–322, 2010.
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"Discriminative Cue Integration for Medical Image Annotation",
T. Tommasi, F. Orabona, B. Caputo, Pattern Recognition Letters, 29 (15), 2008.
Winner of the Idiap Best Paper Award 2008.
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"The Medical Image Classification Task",
T. Tommasi, T. Deselaers, ImageCLEF: The Information Retrieval Series, Volume 32, Part 2, 221-238, 2010.
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"Idiap on Medical Image Classification",
T. Tommasi, F. Orabona, ImageCLEF: The Information Retrieval Series, Volume 32, Part 3, 453-465, 2010.