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
Publications of type Idiap-RR
2015
| Transfer Learning through Greedy Subset Selection, , and , Idiap-RR-26-2015 |
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2012
| Improving Control of Dexterous Hand Prostheses Using Adaptive Learning, , , and , Idiap-RR-07-2012 |
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| Transfer Learning of Visual Concepts across Robots: a Discriminative Approach, , and , Idiap-RR-06-2012 |
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2011
| A Large-Scale Database of Images and Captions for Automatic Face Naming, , , and , Idiap-RR-26-2011 |
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| Learning from Images with Captions Using the Maximum Margin Set Algorithm, , , and , Idiap-RR-30-2011 |
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| Multiclass Transfer Learning from Unconstrained Priors, , and , Idiap-RR-25-2011 |
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| Towards semi-supervised learning of semantic spatial concepts, and , Idiap-RR-03-2011 |
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2010
| OM-2: An Online Multi-class Multi-kernel Learning Algorithm, , , , and , Idiap-RR-06-2010 |
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| Online-Batch Strongly Convex Multi Kernel Learning, , and , Idiap-RR-07-2010 |
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| The DIRAC AWEAR Audio-Visual Platform for Detection of Unexpected and Incongruent Events, , , , , , , , , , , , , and , Idiap-RR-41-2010 |
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| 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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| Towards Robust Place Recognition for Robot Localization, , , , , and , Idiap-RR-40-2010 |
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2009
| Model Adaptation with Least-Squares SVM for Adaptive Hand Prosthetics, , , , and , Idiap-RR-05-2009 |
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2008
| CLEF2008 Image Annotation Task: an SVM Confidence-Based Approach, , and , Idiap-RR-77-2008 |
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| The Projectron: a Bounded Kernel-Based Perceptron, , and , Idiap-RR-30-2008 |
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2007
| Classifying Materials in the Real World, , , and , Idiap-RR-69-2007 |
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| Confidence-based Cue Integration for Visual Place Recognition, and , Idiap-RR-17-2007 |
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| Discriminative Cue Integration for Medical Image Annotation, , and , Idiap-RR-64-2007 |
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| Object Category Detection using Audio-visual Cues, , , , and , Idiap-RR-58-2007 |
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| On-line Independent Support Vector Machines for Cognitive Systems, , , , and , Idiap-RR-63-2007 |
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| The COLD Database, , , , and , Idiap-RR-49-2007 |
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2006
| Incremental Learning for Place Recognition in Dynamic Environments, , , and , Idiap-RR-52-2006 |
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| Melanoma Recognition using Kernel Classifiers, , and , Idiap-RR-53-2006 |
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| SVM-based Transfer of Visual Knowledge Across Robotic Platforms, , and , Idiap-RR-65-2006 |
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