Keywords:
- Bounded Support Set
- discriminative learning
- Discriminative Methods
- domain adaptation
- Indoor Scene Recognition
- Kernel Methods
- Latent SVM
- Locally Linear Support Vector Machines
- LSSVM
- ML3
- multiclass
- multiclass classification
- Naive Bayes Nearest Neighbor
- Non-Linear Classification
- online learning
- Place recognition
- robot localization
- robot vision
- Scene Recognition
- Stochastic Majorization Minimization
- support vector machines
- transfer learning
Publications of Barbara Caputo sorted by first author
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| 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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| 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 |
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| Learning Categories from Few Examples with Multi Model Knowledge Transfer, , and , Idiap-RR-16-2013 |
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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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| Discriminative cue integration for medical image annotation, , and , in: Pattern Recognition Letters, 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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| Discriminative Cue Integration for Medical Image Annotation, , and , Idiap-RR-64-2007 |
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| CLEF2007 Image Annotation Task: an SVM-based Cue Integration Approach, , and , in: Proceedings of ImageCLEF 2007 -LNCS, 2007 |
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| An SVM Confidence-Based Approach to Medical Image Annotation, , and , in: Workshop of the Cross-Language Evaluation Forum, 2008 |
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| 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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| Leveraging over prior knowledge for online learning of visual categories, , , and , in: Proceedings of the British Machine Vision Conference, 2012 |
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| A Deeper Look at Dataset Bias, , , and , in: German Conference on Pattern Recognition, Aachen, Germany, pages 504–516, Springer International Publishing, 2015 |
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| Beyond Dataset Bias: Multi-task Unaligned Shared Knowledge Transfer, , , and , in: Asian Conference on Computer Vision, 2012 |
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| Kernel Methods for Melanoma Recognition, , and , in: Proceedings of Workshop on Computer Vision Approaches to Medical Image Analysis (CVAMIA) 2006), 2006 |
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| Melanoma Recognition Using Representative and Discriminative Kernel Classifiers, , and , in: International Workshop on Computer Vision Applications for Medical Image Analysis, 2006 |
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| Melanoma Recognition using Kernel Classifiers, , and , Idiap-RR-53-2006 |
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| Kernel Methods for Melanoma Recognition, , and , in: Medical Informatics in Europe (MIE), 2006 |
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| You live, you learn, you forget: continuous learning of visual places with a forgetting mechanism, , and , in: International Conference on Robotic and Systems, 2009 |
| The COLD Database, , , , and , Idiap-RR-49-2007 |
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| Towards Robust Place Recognition for Robot Localization, , , , , and , Idiap-RR-40-2010 |
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| Towards Robust Place Recognition for Robot Localization, , , , , and , in: IEEE International Conference on Robotics ad Automation, 2008 |
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