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 journal and type
DIRAC Workshop at the European Conference on Machine Learning (2010)
| 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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International Conference on Developmental Learning (2009)
| A theoretical framework for transfer of knowledge across modalities in artificial and cognitive systems, , , and , in: International Conference on Developmental Learning, 2009 |
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Proceeding of The 9th Asian Conference on Computer Vision (2009)
| An online framework for learning novel concepts over multiple cues, , and , in: Proceeding of The 9th Asian Conference on Computer Vision, Xi'an, China, 2009 |
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IEEE International conference on Robotics and Automation (2009)
| Model adaptation with least-square SVM for adaptive hand prosthetics, , , , and , in: IEEE International conference on Robotics and Automation, 2009 |
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Workshop of the Cross-Language Evaluation Forum (2009)
| 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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British Machine Vision Conference (2009)
| 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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International Conference on Image Analysis and Processing (2009)
| Towards a theoretical framework for learning multi-modal patterns for embodied agents, , , , , , , and , in: International Conference on Image Analysis and Processing, 2009 |
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Advances in Neural Information Processing Systems 22 (NIPS09) (2009)
| Who's Doing What: Joint Modeling of Names and Verbs for Simultaneous Face and Pose Annotation, , and , in: Advances in Neural Information Processing Systems 22 (NIPS09), NIPS Foundation, Vancouver, B.C., Canada, MIT Press, 2009 |
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International Conference on Robotic and Systems (2009)
| You live, you learn, you forget: continuous learning of visual places with a forgetting mechanism, , and , in: International Conference on Robotic and Systems, 2009 |
Workshop of the Cross-Language Evaluation Forum (2008)
| An SVM Confidence-Based Approach to Medical Image Annotation, , and , in: Workshop of the Cross-Language Evaluation Forum, 2008 |
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Proceedings of the first Internatinal Conference on Cognitive Systems (2008)
| Biologically Motivated Audio-Visual Cue Integration for Object, , , , , , , , and , in: Proceedings of the first Internatinal Conference on Cognitive Systems, 2008 |
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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 (2008)
| 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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International Conference on Computer Vision Systems (ICVS08) (2008)
| Object Category Detection using Audio-visual Cues, , , , and , in: International Conference on Computer Vision Systems (ICVS08), 2008 |
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Proceedings of the IEEE International Conference on Robotics and Automation (ICRA08) (2008)
| SVM-based Discriminative Accumulation Scheme for Place Recognition, , and , in: Proceedings of the IEEE International Conference on Robotics and Automation (ICRA08), 2008 |
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Proceedings of the International Conference on Multimodal Interfaces (2008)
| The DIRAC AWEAR Audio-Visual Platform for Detection of Unexpected and Incongruent Events, , , , , , , , , , , , , and , in: Proceedings of the International Conference on Multimodal Interfaces, 2008 |
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Int. Conf. on Machine Learning (2008)
| The Projectron: a Bounded Kernel-Based Perceptron, , and , in: Int. Conf. on Machine Learning, 2008 |
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IEEE International Conference on Robotics ad Automation (2008)
| Towards Robust Place Recognition for Robot Localization, , , , , and , in: IEEE International Conference on Robotics ad Automation, 2008 |
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Proceedings of ImageCLEF 2007 -LNCS (2007)
| CLEF2007 Image Annotation Task: an SVM-based Cue Integration Approach, , and , in: Proceedings of ImageCLEF 2007 -LNCS, 2007 |
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IEEE International Conference on Intelligent RObot Systems (IROS) (2007)
| Confidence-based Cue Integration for Visual Place Recognition, and , in: IEEE International Conference on Intelligent RObot Systems (IROS), 2007 |
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IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS07) (2007)
| Incremental Learning for Place Recognition in Dynamic Environments, , , and , in: IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS07), 2007 |
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18th British Machine Vision Conference (BMVC07) (2007)
| Indoor Place Recognition using Online Independent Support Vector Machines, , , , and , in: 18th British Machine Vision Conference (BMVC07), 2007 |
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International Conference on Computer Vision Systems (ICVS07) (2007)
| SVM-based Transfer of Visual Knowledge Across Robotic Platforms, , and , in: International Conference on Computer Vision Systems (ICVS07), 2007 |
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IEEE International Conference on Intelligent RObot Systems (IROS) (2006)
| A Discriminative Approach to Robust Visual Place Recognition, , , and , in: IEEE International Conference on Intelligent RObot Systems (IROS), 2006 |
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Medical Informatics in Europe (MIE) (2006)
| Kernel Methods for Melanoma Recognition, , and , in: Medical Informatics in Europe (MIE), 2006 |
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Proceedings of Workshop on {C}omputer {V}ision {A}pproaches to {M}edical Image Analysis (CVAMIA) 2006) (2006)
| 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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International Workshop on Computer Vision Applications for Medical Image Analysis (2006)
| 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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Proceedings of International {C}ognitive {V}ision {W}orkshop (ICVW) 2006) (2006)
| The More you Learn, the Less you Store: Memory-Controlled Incremental SVM, and , in: Proceedings of International Cognitive Vision Workshop (ICVW) 2006), 2006 |
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International Conference on Computer Vision and Pattern Recognition (2004)
| Cue integration through discriminative accumulation, and , in: International Conference on Computer Vision and Pattern Recognition, 2004 |
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