All publications
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2018
| Deep Neural Networks for Multiple Speaker Detection and Localization, , and , Idiap-RR-02-2018 |
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| Estimating orthant probabilities of high dimensional Gaussian vectors with an application to set estimation, and , in: Journal of Computational and Graphical Statistics, 27(2):255-267, 2018 |
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| Towards Quantifying the Entropy of Fingervein Patterns across Different Feature Extractors, and , in: 2018 IEEE 4th International Conference on Identity, Security, and Behavior Analysis (ISBA), 2018 |
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| Cognitive Speech Coding: Examining the Impact of Cognitive Speech Processing on Speech Compression, , and , in: IEEE Signal Processing Magazine, 35(3):97-109, 2018 |
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| Maya Codical Glyph Segmentation: A Crowdsourcing Approach, , and , in: IEEE Transactions on Multimedia, 20(3):711-725, 2018 |
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| Analysis of Posterior Estimation Approaches to I-vector Extraction for Speaker Recognition, , , and , Idiap-RR-15-2018 |
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| Two-Pass IB based Speaker Diarization System using Meeting-Specific ANN based Features, , , and , Idiap-RR-09-2018 |
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| What TripAdvisor Can't Tell: Crowdsourcing Urban Impressions for Whole Cities, , and , in: Digital Polis, L'Oeil d'Or (translated to French.), 2018 |
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| Combining the SNR Spectrum with a Cochlear Model, , Idiap-RR-14-2018 |
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2017
| Supervised Gaze Bias Correction for Gaze Coding in Interactions, and , in: ECEM COGAIN Symposium, pages 3, 2017 |
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| Implementing gender-dependent vowel-level analysis for boosting speech-based depression recognition, , , and , in: Proceedings of Interspeech 2017, 2017 |
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| Cross-Eyed 2017: Cross-Spectral Iris/Periocular Recognition Competition., , , , , , , , , , , , , and , in: IEEE/IAPR International Joint Conference on Biometrics, Denver, Colorado, USA, IEEE, 2017 |
| Theories and Models of Teams and Group, , , , and , in: Small Group Research, 48(5):544--567, 2017 |
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| Active Online Anomaly Detection using Dirichlet Process Mixture Model and Gaussian Process Classification, , , , and , in: IEEE Winter Conference on Applications of Computer Vision (WACV), Washington, 2017 |
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| Towards a breakthrough Speaker Identification approach for Law Enforcement Agencies: SIIP, , , , , , , , , and , in: European Intelligence and Security Informatics Conference (EISIC) 2017, Athenes, Greece, pages 32-39, IEEE Computer Society, 2017 |
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| A Competition on Generalized Software-based Face Presentation Attack Detection in Mobile Scenarios, , , , , , , , , and , in: Proceedings of the International Joint Conference on Biometrics, 2017, 2017 |
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| Deep Multi-Camera People Detection, and , in: Proceedings of the IEEE International Conference on Machine Learning and Applications, 2017 |
| K-Medoids For K-Means Seeding, and , in: Proceedings of the international conference on Neural Information Processing Systems, 2017 |
| Social Scene Understanding: End-to-End Multi-Person Action Localization and Collective Activity Recognition, , , , and , in: Proceedings of the IEEE international conference on Computer Vision and Pattern Recognition, 2017 |
| Multi-Modal Mean-Fields via Cardinality-Based Clamping, , and , in: Proceedings of the IEEE international conference on Computer Vision and Pattern Recognition, 2017 |
| Boosted Exudate Segmentation in Retinal Images using Residual Nets, , , and , in: Proceedings of the MICCAI Workshop on Ophthalmic Medical Image Analysis, 2017 |
| Non-Markovian Globally Consistent Multi-Object Tracking, , , and , in: Proceedings of the IEEE International Conference on Computer Vision, 2017 |
| Deep Occlusion Reasoning for Multi-Camera Multi-Target Detection, , and , in: Proceedings of the IEEE International Conference on Computer Vision, 2017 |
| Weakly Supervised Learning of Deep Metrics for Stereo Reconstruction, , and , in: Proceedings of the IEEE International Conference on Computer Vision, 2017 |
| Exploratory Study on Direct Prediction of Diabetes using Deep Residual Networks, , , and , in: Proceedings of the thematic conference on computational vision and medical image processing, 2017 |
| INTRA-CLASS COVARIANCE ADAPTATION IN PLDA BACK-ENDS FOR SPEAKER VERIFICATION, , , and , in: Proceedings of International Conference on Acoustics, Speech and Signal Processing, pages 5365-5369, 2017 |
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| The SUMMA Platform Prototype, and , in: Proceedings of the EACL 2017 Software Demonstrations, Valencia, Spain, pages 116--119, 2017 |
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| #Healthy #Fondue #Dinner: Analysis and Inference of Food and Drink Consumption Patterns on Instagram, and , in: Proceedings of the 16th International Conference on Mobile and Ubiquitous Multimedia, 2017 |
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| Development of the Geographical Proportional-to-size Street-Intercept Sampling (GPSIS) method for recruiting urban nightlife-goers in an entire city, , , , , , , and , in: International Journal of Social Research Methodology, 20(6):721-736, 2017 |
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| Examining Linguistic Content and Skill Impression Structure for Job Interview Analytics in Hospitality, and , in: Proceedings of the 16th International Conference on Mobile and Ubiquitous Multimedia, 2017 |
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| Learning Autonomous Behaviours for the Body of a Flexible Surgical Robot, , and , in: Autonomous Robots, 41(2):333-347, 2017 |
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| Supervisory teleoperation with online learning and optimal control, and , in: Proc. IEEE Intl Conf. on Robotics and Automation (ICRA), Singapore, pages 1534-1540, IEEE, 2017 |
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| Trajectory and Foothold Optimization using Low-Dimensional Models for Rough Terrain Locomotion, , , , , , , and , in: Proc. IEEE Intl Conf. on Robotics and Automation (ICRA), Singapore, pages 1096-1103, IEEE, 2017 |
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| Learning Task-Space Synergies using Riemannian Geometry, , , and , in: Proc. IEEE/RSJ Intl Conf. on Intelligent Robots and Systems (IROS), Vancouver, Canada, pages 73-78, IEEE, 2017 |
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| Generating Calligraphic Trajectories with Model Predictive Control, , and , in: Proc. 43rd Conf. on Graphics Interface, Edmonton, AL, Canada, pages 132-139, 2017 |
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| Dynamic Graffiti Stylisation with Stochastic Optimal Control, , and , in: Intl Workshop on movement and computing (MOCO), London, UK, pages 1-8, ACM, 2017 |
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| Machine Learning of Controller Command Prediction Models from Recorded Radar Data and Controller Speech Utterances, , , , , , and , in: Proceedings of the 7th SESAR Innovation Days (SID), University of Belgrade, Belgrade, Serbia, 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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| Deeply Vulnerable -- a study of the robustness of face recognition to presentation attacks, , and , in: IET (The Institution of Engineering and Technology) -- Biometrics:1--13, 2017 |
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| Planification adaptative d'expériences numériques par paquets en contexte non stationnaire pour une étude de fissuration mécanique, , , , and , in: 23eme Congres Francais de Mecanique, 28 aout - 1er septembre 2017, Lille, France (FR), AFM, 2017 |
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| Non-parametric warping via local scale estimation for non-stationary Gaussian process modelling, , , and , in: Wavelets and Sparsity XVII, pages 1039421, International Society for Optics and Photonics, 2017 |
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| Towards directly modeling raw speech signal for speaker verification using CNNs, , and , Idiap-RR-30-2017 |
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| Towards a breakthrough speaker identification approach for law enforcement agencies, , , , , , , , , and , Idiap-RR-29-2017 |
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| On uncertainty quantification in hydrogeology and hydrogeophysics, , , , and , in: Advances in Water Resources, 110:166–181, 2017 |
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| NASAL SPEECH SOUNDS DETECTION USING CONNECTIONIST TEMPORAL CLASSIFICATION, and , Idiap-RR-28-2017 |
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| Combining Electromyography and Tactile Myography to Improve Hand and Wrist Activity Detection in Prostheses, , , and , in: Technologies, 5(4), 2017 |
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| On Job Training: Automated Interpersonal Behavior Assessment & Real-Time Feedback, , in: Proceedings of the 25th ACM International Conference on Multimedia, 2017, 2017 |
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| Bites'n'Bits: Inferring Eating Behavior from Contextual Mobile Data, , , and , in: Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies (PACM IMWUT), 1(4):125-157, 2017 |
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| Direct inversion algorithm for focal plane scanning optical projection tomography, and , in: Biomedical Optics Express, 2017 |
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| What you can't see can help you -- extended-range imaging for 3D-mask presentation attack detection, and , in: Proceedings of the 16th International Conference on Biometrics Special Interest Group., Darmstadt (Germany), Gesellschaft fuer Informatik e.V. (GI), 2017 |
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