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 title
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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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| 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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| The More you Learn, the Less you Store: Memory-controlled Incremental SVM for Visual Place Recognition, , and , in: Image and Vision Computing, 2010 |
[DOI] |
| The More you Learn, the Less you Store: Memory-controlled Incremental SVM for Visual Place Recognition, , and , Idiap-RR-08-2010 |
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| The more you learn, the less you store: memory\--controlled incremental SVM, and , Idiap-RR-51-2006 |
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| The Movement Error Rate for Evaluation of Machine Learning Methods for sEMG-based Hand Movement Classification, , , , and , in: Transactions on Neural Systems and Rehabilitation Engineering:735 - 744, 2014 |
[DOI] |
| The Projectron: a Bounded Kernel-Based Perceptron, , and , in: Int. Conf. on Machine Learning, 2008 |
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| The Projectron: a Bounded Kernel-Based Perceptron, , and , Idiap-RR-30-2008 |
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| The Robot Vision Track at ImageCLEF 2010, , , and , in: CLEF 2010 Notebook Papers/LABs/Workshops, 2010 |
[URL] |
| Towards a quantitative measure of rareness, and , in: DIRAC Workshop at the European Conference on Machine Learning, pages 129-136, Springer Berlin Heidelberg, 2010 |
[DOI] |
| 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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| Towards Life-long Learning for Cognitive Systems: Online Independent Support Vector Machine, , , , and , in: Pattern Recognition, Accepted for Pub, 2009 |
| 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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| Towards semi-supervised learning of semantic spatial concepts, and , Idiap-RR-03-2011 |
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| Towards semi-supervised learning of semantic spatial concepts, and , in: IEEE International Conference on Robotics and Automation, 2011 |
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| Towards semi-supervised learning of semantic spatial concepts for mobile robots, and , in: Journal of Physical Agents, 2011 |
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| Transfer Learning of Visual Concepts across Robots: a Discriminative Approach, , and , Idiap-RR-06-2012 |
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| Transfer Learning through Greedy Subset Selection, , and , Idiap-RR-26-2015 |
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| Transfer Learning through Greedy Subset Selection, , and , in: Image Analysis and Processing - ICIAP 2015, Genoa, Italy, pages 3-14, Springer International Publishing, 2015 |
[DOI] |
| Transferring Activities: Updating Human Behavior Analysis, , , , and , in: Visual Surveillance Workshop at ICCV, 2011 |
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| Using object affordances to improve object recognition, , , , and , in: IEEE Transaction on Autonomous Mental Development, 2011 |
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| When Naïve Bayes Nearest Neighbors Meet Convolutional Neural Networks, , and , in: Computer Vision and Pattern Recognition (CVPR), IEEE Conference on, 2016 |
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| 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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| You live, you learn, you forget: continuous learning of visual places with a forgetting mechanism, , and , in: International Conference on Robotic and Systems, 2009 |