@inproceedings{EGavves_etal_ICCV2015, author = {Efstratios Gavves and Thomas Mensink and Tatiana Tommasi and Cees G. M. Snoek and Tinne Tuytelaars}, title = {Active Transfer Learning with Zero-Shot Priors: Reusing Past Datasets for Future Tasks}, booktitle = {{IEEE} International Conference on Computer Vision, {ICCV} 2015, Santiago, Chile}, year = {2015} } @inproceedings{TTommasi_etal_GCPR2015, author = {Tatiana Tommasi and Novi Patricia and Barbara Caputo and Tinne Tuytelaars}, title = {A Deeper Look at Dataset Bias}, booktitle = {37th German Conference on Pattern Recognition, {GCPR} 2015}, year = {2015} } @inproceedings{NPatricia_etal_ICPR2014, author = {Novi Patricia and Tatiana Tommasi and Barbara Caputo}, title = {Multi-source Adaptive Learning for Fast Control of Prosthetics Hand}, booktitle = {22nd International Conference on Pattern Recognition, {ICPR} 2014, Stockholm, Sweden, August 24-28, 2014}, pages = {2769--2774}, year = {2014} } @inproceedings{TTommasi_ICCV2013, author = {Tatiana Tommasi and Barbara Caputo}, title = {Frustratingly Easy {NBNN} Domain Adaptation}, booktitle = {{IEEE} International Conference on Computer Vision, {ICCV} 2013, Sydney, Australia, December 1-8, 2013}, pages = {897--904}, year = {2013} } @inproceedings{TTommasi_ACCV12, author = {Tatiana Tommasi and Novi Quadrianto and Barbara Caputo and Christoph H. Lampert}, title = {Beyond Dataset Bias: Multi-task Unaligned Shared Knowledge Transfer}, booktitle = {Computer Vision - {ACCV} 2012 - 11th Asian Conference on Computer Vision, Daejeon, Korea, November 5-9, 2012, Revised Selected Papers, Part {I}}, pages = {1--15}, year = {2012} } @inproceedings{TTommasi_BMVC12, author = {Tatiana Tommasi and Francesco Orabona and Mohsen Kaboli and Barbara Caputo}, title = {Leveraging over prior knowledge for online learning of visual categories}, booktitle = {British Machine Vision Conference, {BMVC} 2012, Surrey, UK, September 3-7, 2012}, pages = {1--11}, year = {2012} } @inproceedings{JLuo_TTommasi_ICCV11, author = {Jie Luo and Tatiana Tommasi and Barbara Caputo}, title = {Multiclass transfer learning from unconstrained priors}, booktitle = {{IEEE} International Conference on Computer Vision, {ICCV} 2011, Barcelona, Spain, November 6-13, 2011}, pages = {1863--1870}, year = {2011} } @inproceedings{AGijsbert_TTommasi_2010, author = {Arjan Gijsberts and Tatiana Tommasi and Giorgio Metta and Barbara Caputo}, title = {Object recognition using visuo-affordance maps}, booktitle = {2010 {IEEE/RSJ} International Conference on Intelligent Robots and Systems, October 18-22, 2010, Taipei, Taiwan}, pages = {1572--1578}, year = {2010} } @inproceedings{TTommasi_CVPR2010, author = {Tatiana Tommasi and Francesco Orabona and Barbara Caputo}, title = {Safety in numbers: Learning categories from few examples with multi model knowledge transfer}, booktitle = {The Twenty-Third {IEEE} Conference on Computer Vision and Pattern Recognition, {CVPR} 2010, San Francisco, CA, USA, 13-18 June 2010}, pages = {3081--3088}, year = {2010} } @inproceedings{TTommasi_BMVC2009, author = {Tatiana Tommasi and Barbara Caputo}, title = {The More You Know, the Less You Learn: From Knowledge Transfer to One-shot Learning of Object Categories}, booktitle = {British Machine Vision Conference, {BMVC} 2009, London, UK, September 7-10, 2009. Proceedings}, pages = {1--11}, year = {2009} } @inproceedings{ELaTorre_etal_MIE2006, author = {Elisabetta La Torre and Tatiana Tommasi and Barbara Caputo and Giovanni Ettore Gigante}, title = {Kernel Methods for Melanoma Recognition}, booktitle = {Ubiquity: Technologies for Better Health in Aging Societies - Proceedings of MIE2006, The XXst International Congress of the European Federation for Medical Informatics, Maastricht, The Netherlands, August 27-30, 2006}, pages = {983--988}, year = {2006} } @inproceedings{TTommasi_CVAMIA2006, author = {Tatiana Tommasi and Elisabetta La Torre and Barbara Caputo}, title = {Melanoma Recognition Using Representative and Discriminative Kernel Classifiers}, booktitle = {Computer Vision Approaches to Medical Image Analysis, Second International {ECCV} Workshop, {CVAMIA} 2006, Graz, Austria, May 12, 2006 Revised Papers}, pages = {1--12}, year = {2006} }