Publications of project EMMA
2016
| Adaptive relevance feedback for large-scale image retrieval, and , in: Multimedia Tools and Applications, 75(12):6777-6807, 2016 |
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2013
| Learning Categories from Few Examples with Multi Model Knowledge Transfer, , and , Idiap-RR-16-2013 |
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| Learning to Learn by Exploiting Prior Knowledge, , EDIC, 2013 |
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2012
| Improving Control of Dexterous Hand Prostheses Using Adaptive Learning, , , and , in: IEEE TRANSACTIONS ON ROBOTICS, 2012 |
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| Improving Control of Dexterous Hand Prostheses Using Adaptive Learning, , , and , Idiap-RR-07-2012 |
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| Iterative Relevance Feedback with Adaptive Exploration/Exploitation Trade-off, and , in: Proceedings of the 21st ACM Conference on Information and Knowledge Management, pages 1323-1331, 2012 |
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| Leveraging over prior knowledge for online learning of visual categories, , , and , in: Proceedings of the British Machine Vision Conference, 2012 |
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2011
| HEAT: Iterative Relevance Feedback with One Million Images, and , Idiap-RR-33-2011 |
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| HEAT: Iterative Relevance Feedback with One Million Images, and , in: Proceedings of the IEEE International Conference on Computer Vision, pages 2118-2125, 2011 |
| Multiclass Transfer Learning from Unconstrained Priors, , and , Idiap-RR-25-2011 |
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| Multiclass Transfer Learning from Unconstrained Priors, , and , in: Proceedings of the 13th International Conference on Computer Vision, 2011 |
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2010
| Object Recognition using Visuo-Affordance Maps, , , and , in: International Conference on Intelligent Robots and Systems, Taipei, pages 1572-1578, IEEE, 2010 |
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| Safety in Numbers: Learning Categories from Few Examples with Multi Model Knowledge Transfer, , and , in: Proceedings of IEEE Computer Vision and Pattern Recognition Conference, San Francisco, CA, pages 3081-3088, IEEE, 2010 |
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| The Robot Vision Track at ImageCLEF 2010, , , and , in: CLEF 2010 Notebook Papers/LABs/Workshops, 2010 |
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| Towards a quantitative measure of rareness, and , in: DIRAC Workshop at the European Conference on Machine Learning, pages 129-136, Springer Berlin Heidelberg, 2010 |
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2009
| Implicit Human Centered Tagging, , and , in: Proceedings of IEEE Conference on Multimedia and Expo, 2009 |
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| Overview of the CLEF 2009 medical image annotation track, , , , and , in: Workshop of the Cross-Language Evaluation Forum, Corfu, Greece, pages 85-93, Springer Berlin Heidelberg, 2009 |
[DOI] |
| The more you know, the less you learn: from knowledge transfer to one-shot learning of object categories, and , in: British Machine Vision Conference, 2009 |
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2008
| An SVM Confidence-Based Approach to Medical Image Annotation, , and , in: Workshop of the Cross-Language Evaluation Forum, 2008 |
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| CLEF2008 Image Annotation Task: an SVM Confidence-Based Approach, , and , Idiap-RR-77-2008 |
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| Cue Integration for Medical Image Annotation, , and , in: Advances in Multilingual and Multimodal Information Retrieval: 8th Workshop of the Cross-Language Evaluation Forum, CLEF 2007, Budapest, Hungary, September 19-21, 2007, Revised Selected Papers, Springer-Verlag, 2008 |
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2007
| CLEF2007 Image Annotation Task: an SVM-based Cue Integration Approach, , and , in: Proceedings of ImageCLEF 2007 -LNCS, 2007 |
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