All publications sorted by journal and type
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Publications of type Phdthesis
2014
Human Tracking and Pose Estimation in Open Spaces, , École Polytechnique Fédérale de Lausanne (EPFL), 2014 |
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Inferring Visual Attention and Addressee in Human Robot Interaction, , École Polytechnique Fédérale de Lausanne (EPFL), 2014 |
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Saliency-based Representations and Multi-component Classifiers for Visual Scene Recognition, , École Polytechnique Fédérale de Lausanne (EPFL), 2014 |
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Scalable Probabilistic Models for Face and Speaker Recognition, , École Polytechnique Fédérale de Lausanne (EPFL), 2014 |
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Tractable Approaches to Learning and Planning in High Dimensions, , EPFL, 2014 |
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2013
Automatic Personality Perception: Inferring Personality Traits from Nonverbal Vocal Behavior, , Electrical Engineering Department, EPFL, 2013 |
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Computational Methods for Audio-Visual Analysis of Emergent Leadership in Teams, , École Polytechnique Fédéral de Lausanne, 2013 |
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Learning to Learn by Exploiting Prior Knowledge, , EDIC, 2013 |
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Mining Conversational Social Video, , EPFL, 2013 |
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Model-based Sparse Component Analysis for Multiparty Distant Speech Recognition, , École Polytechnique Fédérale de Lausanne, 2013 |
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Multilingual speech recognition A posterior based approach, , École Polytechnique Fédérale de Lausanne (EPFL), 2013 |
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Object Classification and Detection in High Dimensional Feature Space, , Programme doctoral en Informatique, Communications et Information, 2013 |
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Similarity Learning Over Large Collaborative Networks, , and , EPFL, 2013 |
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2012
Alternative search techniques for face detection using location estimation and binary features, , ECOLE POLYTECHNIQUE FEDERALE DE LAUSANNE, 2012 |
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Data-Driven Enhancement of State Mapping-Based Cross-Lingual Speaker Adaptation, , École Polytechnique Fédérale de Lausanne, 2012 |
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Sequential Topic Models for Mining Recurrent Activities and their Relationships : Application to long term video recordings, , École Polytechnique Fédérale de Lausanne, 2012 |
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Statistical Shape Descriptors for Ancient Maya Hieroglyphs Analysis, , École Polytechnique Fédérale de Lausanne, 2012 |
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Unified Framework Of Feature Based Adaptation For Statistical Speech Synthesis And Recognition, , Ecole Polytechnique Federale de Lausanne (EPFL), 2012 |
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2011
A Probabilistic Approach to Socio-Geographic Reality Mining, , Ecole Polytechnique Fédérale de Lausanne, 2011 |
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Bayesian Approaches to Uncertainty in Speech Processing, , School of Computing Sciences, University of East Anglia, 2011 |
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Boosting Localized Features for Speaker and Speech Recognition, , Ecole Polytechnique Federale de Lausanne (EPFL), 2011 |
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Computational modeling of face-to-face social interaction using nonverbal behavioral cues, , Ecole Polytechnique Fédérale de Lausanne, 2011 |
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Modeling and understanding communities in online social media using probabilistic methods, , Ecole polytechnique fédérale de Lausanne, 2011 |
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Open-ended Learning of Visual and Multi-modal Patterns, , Ecole polytechnique fédérale de Lausanne, 2011 |
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Privacy-Sensitive Audio Features for Conversational Speech Processing, , Ecole Polytechnique Fédérale de Lausanne, 2011 |
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2010
An Information Theoretic Approach to Speaker Diarization of Meeting Recordings, , Ecole polytechnique fédérale de Lausanne, 2010 |
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Multilayer Perceptron Based Hierarchical Acoustic Modeling for Automatic Speech Recognition, , Ecole polytechnique fédérale de Lausanne, 2010 |
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Social Network Analysis for Automatic Role Recognition, , Ecole Polytechnique Fédérale de Lausanne, 2010 |
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2009
On the design of audio features robust to the album-effect for music information retrieval., , Ecole Polytechnique Fédérale de Lausanne, 2009 |
2008
Acoustic Models for Posterior Features in Speech Recognition, , Ecole Polytechnique Fédérale de Lausanne, 2008 |
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Enhancing posterior based speech recognition systems, , Ecole Polytechnique Fédérale de Lausanne, 2008 |
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Inference in switching linear dynamical systems applied to noise robust speech recognition of isolated digits, , Ecole Polytechnique Fédérale de Lausanne, 2008 |
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Machine Learning for Information Retrieval, , Ecole Polytechnique Fédérale de Lausanne, 2008 |
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Methods for Asynchronous and Non-Invasive EEG-Based Brain-Computer Interfaces. Towards Intelligent Brain-Actuated Wheelchairs, , University of Barcelona, 2008 |
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Probabilistic models for music, , Ecole Polytechnique Fédérale de Lausanne, 2008 |
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2007
Bayesian methods for visual multi-object tracking with applications to human activity recognition, , École Polytechnique Fédérale de Lausanne, 2007 |
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Error-related EEG potentials in brain-computer interfaces, , École Polytechnique Fédérale de Lausanne, 2007 |
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Joint Head Tracking and Pose Estimation for Visual Focus of Attention Recognition, , École Polytechnique Fédérale de Lausanne, 2007 |
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Learning the structure of image collections with latent aspect models, , École Polytechnique Fédérale de Lausanne, 2007 |
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Scene image classification and segmentation with quantized local descriptors and latent aspect modeling, , École Polytechnique Fédérale de Lausanne, 2007 |
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2006
Analysis and Classification of EEG Signals using Probabilistic Models for Brain Computer Interfaces, , École Polytechnique Fédérale de Lausanne, 2006 |
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Ensembles for Sequence Learning, , École Polytechnique Fédérale de Lausanne, 2006 |
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Face Detection and Verification using Local Binary Patterns, , École Polytechnique Fédérale de Lausanne, 2006 |
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Machine Learning Approaches to Text Representation using Unlabeled Data, , Ecole Polytechnique Fédérale de Lausanne, 2006 |
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Multi-stream Processing for Noise Robust Speech Recognition, , École Polytechnique Fédérale de Lausanne, 2006 |
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Multi-system Biometric Authentication: Optimal Fusion and User-Specific Information, , École Polytechnique Fédérale de Lausanne, 2006 |
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Prior Knowledge in Kernel Methods, , École Polytechnique Fédérale de Lausanne, 2006 |
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