All publications sorted by journal and type
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Publications of type Phdthesis
2021
| Gradient-based Methods for Deep Model Interpretability, , École polytechnique fédérale de Lausanne, 2021 |
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| Learning strategies and representations for intuitive robot learning from demonstration, , EPFL, 2021 |
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| Modeling and Inferring Attention between Humans or for Human-Robot Interactions, , Ecole Polytechnique Federale de Lausanne, 2021 |
[DOI] [URL] |
| Novel Methods for Incorporating Prior Knowledge for Automatic Speech Assessment, , École polytechnique fédérale de Lausanne (EPFL), 2021 |
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2020
| Accurate Nod and 3D Gaze Estimation for Social Interaction Analysis, , EDEE, EPFL, 2020 |
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| Active Illumination and Computational Methods for Temporal and Spectral Super-Resolution Microscopy, , EPFL, 2020 |
[DOI] |
| Context is Everything: Using a Smartphone App to Capture Young People's Drinking Behaviours, Cognitions, Environments, and Consequences, , La Trobe University, Melbourne, Australia, 2020 |
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| Deep Generative Models and Applications, and , EPFL, 2020 |
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| Detection of disguised speech in forensic science by humans and automatic systems, , Université de Lausanne Ecole des Sciences Criminelles, 2020 |
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| Discourse Phenomena in Machine Translation, , École polytechnique fédérale de Lausanne, 2020 |
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| 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 |
[DOI] |
| 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 |
[DOI] |
| 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 |
[DOI] |
| Towards End-to-End Speech Recognition, , Ecole polytechnique Fédérale de Lausanne, 2016 |
[DOI] |
| Word Sequence Modeling using Deep Learning: and End-to-end Approach and its Applications, , EPFL, 2016 |
[DOI] |
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] |
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