All publications sorted by journal and type
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Publications of type Phdthesis
2020
| Product of experts for robot learning from demonstration, , EPFL, 2020 |
| Robot skills learning with Riemannian manifolds : Leveraging geometry-awareness in robot learning, optimization and control, , Ecole Polytechnique Fédérale de Lausanne, 2020 |
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| Trustworthy Face Recognition: Improving Generalization of Deep Face Presentation Attack Detection, , École polytechnique fédérale de Lausanne, 2020 |
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2019
| Automated Daylighting Control System based on Sky Luminance Monitoring and Lighting Computing, , and , EPFL, 2019 |
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| Language Independent Query by Example Spoken Term Detection, , École Polytechnique Fédérale de Lausanne, 2019 |
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| Learning How To Recognize Faces in Heterogeneous Environments, , Ecole Polytechnique Federale de Lausanne, 2019 |
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| Multimodal Person Recognition in Audio-Visual Streams, , EPFL, 2019 |
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| Sparse and Low-rank Modeling for Automatic Speech Recognition, , EPFL, 2019 |
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| Trustworthy speaker recognition with minimal prior knowledge using neural networks, , Ecole polytechnique fédérale de Lausanne (EPFL), 2019 |
[DOI] [URL] |
2018
| Generative Models for Learning Robot Manipulation Skills from Humans, , Ecole Polytechnique Federale de Lausanne, 2018 |
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| Learning embeddings: efficient algorithms and applications, , École Polytechnique Fédérale de Lausanne, 2018 |
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| Novel Algorithms for Clustering, , École polytechnique fédérale de Lausanne, 2018 |
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| Phonetic aware techniques for Speaker Verification, , EPFL, 2018 |
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| Theory and Algorithms for Hypothesis Transfer Learning, , EPFL, 2018 |
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| Word Sense Consistency in Statistical and Neural Machine Translation, , École Polytechnique Fédérale de Lausanne, 2018 |
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2017
| Intonation Modelling for Speech Synthesis and Emphasis Preservation, , École Polytechnique Fédérale de Lausanne, 2017 |
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| Large-Scale Image Segmentation with Convolutional Networks, , Sciences et Techniques de l’Ingénieur (STI), 2017 |
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| Object Detection with Active Sample Harvesting, , École Polytechnique Fédérale de Lausanne, 2017 |
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| On Modeling the Synergy Between Acoustic and Lexical Information for Pronunciation Lexicon Development, , École polytechnique fédérale de Lausanne (EPFL), 2017 |
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| Visual Analysis of Maya Glyphs via Crowdsourcing and Deep Learning, , École Polytechnique Fédérale de Lausanne, 2017 |
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2016
| "Can you hear me now?" --- Automatic assessment of background noise intrusiveness and speech intelligibility in telecommunications, , Sciences et Techniques de l’Ingénieur (STI), 2016 |
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| Building Word Embeddings for Solving Natural Language Processing, , École Polytechnique Fédérale de Lausanne, 2016 |
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| Computational Analysis of Urban Places Using Mobile Crowdsensing, , Ecole Polytechnique Federale de Lausanne, 2016 |
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| Learning Explainable User Sentiment and Preferences for Information Filtering, , École Polytechnique Fédérale de Lausanne, 2016 |
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| Towards End-to-End Speech Recognition, , Ecole polytechnique Fédérale de Lausanne, 2016 |
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| Word Sequence Modeling using Deep Learning: and End-to-end Approach and its Applications, , EPFL, 2016 |
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2015
| 3D Gaze Estimation from Remote RGB-D Sensors, , École Polytechnique Fédérale de Lausanne, 2015 |
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| Automatic social role recognition and its application in structuring multiparty interactions, , EPFL, 2015 |
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| Computational Analysis Of Behavior In Employment Interviews And Video Resumes, , École Polytechnique Fédérale de Lausanne, 2015 |
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| Enabling speech applications using Ad-Hoc Microphone Arrays, , École Polytechnique Fédérale de Lausanne, 2015 |
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| Statistical Models in Automatic Speech Recognition, , University of Fribourg, Department of Mathematics, 2015 |
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| Trustworthy Biometric Verification under Spoofing Attacks: Application to the Face Mode, , École Polytechnique Fédérale de Lausanne, 2015 |
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2014
| Discourse-level Features for Statistical Machine Translation, , École Polytechnique Fédérale de Lausanne (EPFL), 2014 |
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| Grapheme-based Automatic Speech Recognition using Probabilistic Lexical Modeling, , École polytechnique fédérale de Lausanne, 2014 |
[DOI] |
| 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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