Publications of project DIRAC
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
| Transfer Learning of Visual Concepts across Robots: a Discriminative Approach, , and , Idiap-RR-06-2012 |
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2011
| Learning from Candidate Labeling Sets, and , Idiap-RR-27-2011 |
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| 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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2010
| Learning from Candidate Labeling Sets, and , in: Advances in Neural Information Processing Systems 23 (NIPS10), NIPS Foundation, Vancouver, B.C., Canada, MIT Press, 2010 |
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| Object Recognition using Visuo-Affordance Maps, , , and , in: International Conference on Intelligent Robots and Systems, Taipei, pages 1572-1578, IEEE, 2010 |
[DOI] |
| OM-2: An Online Multi-class Multi-kernel Learning Algorithm, , , , and , in: In Proceeding of CVPR 2010, Online Learning for Computer Vision Workshop, 2010 |
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| Online-Batch Strongly Convex Multi Kernel Learning, , and , in: Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 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 , 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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| 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 Robust Place Recognition for Robot Localization, , , , , and , Idiap-RR-40-2010 |
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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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| 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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| APPLICATIONS OF SIGNAL ANALYSIS USING AUTOREGRESSIVE MODELS FOR AMPLITUDE MODULATION, , , and , Idiap-RR-35-2009 |
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| APPLICATIONS OF SIGNAL ANALYSIS USING AUTOREGRESSIVE MODELS FOR AMPLITUDE MODULATION, , , and , in: IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, 2009, WASPAA '09., IEEE, Mohonk Mountain House, New Paltz, New York, USA, 2009 |
[URL] |
| Bounded kernel-based perceptrons, , and , in: Journal of Machine Learning Research, Accepted for pub, 2009 |
| Classifying Material in the Real World, , , and , in: Image and vision Computing, accepted for pub, 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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| Model Adaptation with Least-Squares SVM for Adaptive Hand Prosthetics, , , , and , Idiap-RR-05-2009 |
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| Support Vector Machines with a Reject Option, , , and , Idiap-RR-01-2009 |
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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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| 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 |
| 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 |
2008
| Beyond Novelty Detection: Incongruent Events, when General and Specific Classifiers Disagree, , , , , , and , in: Advances in Neural Information Processing Systems 21, 2008 |
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| Biologically Motivated Audio-Visual Cue Integration for Object, , , , , , , , and , in: Proceedings of the first Internatinal Conference on Cognitive Systems, 2008 |
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| Support Vector Machines with a Reject Option, , , and , in: Proceedings of the 22nd Annual Conference on Neural Information Processing Systems, 2008 |
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| 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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| 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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| Towards Robust Place Recognition for Robot Localization, , , , , and , in: IEEE International Conference on Robotics ad Automation, 2008 |
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2007
| Discriminative Keyword Spotting, , and , in: Workshop on Non-Linear Speech Processing, Paris, France, 2007 |
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