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| Not All Samples Are Created Equal: Deep Learning with Importance Sampling, and , Idiap-RR-12-2018 |
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| Local Affine Approximations for Improving Knowledge Transfer, and , Idiap-Com-01-2018 |
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| WILDTRACK: A Multi-camera HD Dataset for Dense Unscripted Pedestrian Detection, , , , , , , , and , in: Proceedings of the IEEE international conference on Computer Vision and Pattern Recognition, Salt Lake City, UT, pages 5030-5039, 2018 |
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| Knowledge Transfer with Jacobian Matching, and , Idiap-RR-04-2018 |
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| SGAN: An Alternative Training of Generative Adversarial Networks, and , in: Proceedings of the IEEE international conference on Computer Vision and Pattern Recognition, Salt Lake City, UT, pages 9407-9415, IEEE, 2018 |
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| Implémentation d'un algorithme de réduction de taille des réseaux de neurones, , Idiap-RR-03-2018 |
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| Sequential Design of Computer Experiments, , in: Wiley StatsRef: Statistics Reference Online, Wiley, 2018 |
| Analysis of eigenvalue decomposition-based late reverberation power spectral density estimation, and , in: IEEE Transaction on Acoustics, Speech and Language Processing, 26(6):1106-1118, 2018 |
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| Complexity reduction of eigenvalue decomposition-based diffuse power spectral density estimators using the power method, , and , in: Proc. International Conference on Acoustics, Speech, and Signal Processing, Calgary, Canada, pages 451-455, 2018 |
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| Joint late reverberation and noise power spectral density estimation in a spatially homogeneous noise field, and , in: Proc. International Conference on Acoustics, Speech, and Signal Processing, Calgary, Canada, pages 441-445, 2018 |
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| Self-Attentive Residual Decoder for Neural Machine Translation, , , and , in: Proceedings of the Conference of the North American Chapter of the Association for Computational Linguistics (NAACL), 2018 |
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| Improving the control of prosthetic hands with tactile sensing, and , in: Micro & Nano Magazine, Micronarc:42-43, 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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| Semi-blind spatially-variant deconvolution in optical microscopy with local Point Spread Function estimation by use of Convolutional Neural Networks, and , Idiap-RR-07-2018 |
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| Deep Neural Networks for Multiple Speaker Detection and Localization, , and , in: 2018 IEEE International Conference on Robotics and Automation (ICRA), Brisbane, AUSTRALIA, pages 74-79, 2018 |
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| Towards directly modeling raw speech signal for speaker verification using CNNs, , and , in: IEEE International Conference on Acoustics, Speech and Signal Processing, Calgary, CANADA, pages 4884-4888, 2018 |
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| NASAL SPEECH SOUNDS DETECTION USING CONNECTIONIST TEMPORAL, and , in: Proceedings of the IEEE International Conference on Acoustics, Speech and Signal Processing, 2018 |
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| Generative Models for Learning Robot Manipulation Skills from Humans, , Ecole Polytechnique Federale de Lausanne, 2018 |
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| DrinkSense: Characterizing Youth Drinking Behavior using Smartphones, , , , , and , in: IEEE Transactions on Mobile Computing, 2018 |
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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 |
| A Poisson regression approach to model monthly hail occurrence in Northern Switzerland using large-scale environmental variables, , and , in: Atmospheric Research, 203:261-274, 2018 |
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| Theories and Models of Teams and Group, , , , and , in: Small Group Research, 48(5):544--567, 2017 |
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| SMILE Swiss German Sign Language Dataset, , , , , , , , , , , and , in: Language Resources and Evaluation Conference, 2018 |
| On Effectiveness of Anomaly Detection Approaches against Unseen Presentation Attacks in Face Anti-Spoofing, , , and , in: The 11th IAPR International Conference on Biometrics (ICB 2018), 2018 |
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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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| On the Use of Convolutional Neural Networks for Speech Presentation Attack Detection, , , , and , in: International Conference on Identity, Security and Behavior Analysis, 2018 |
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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 |
| Geometric calibration of Colour and Stereo Surface Imaging System of ESA's Trace Gas Orbiter, , , , , , , and , in: Advances in Space Research, 2018 |
| 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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| Towards Weakly Supervised Acoustic Subword Unit Discovery and Lexicon Development Using Hidden Markov Models, , and , in: Speech Communication, 96:168-183, 2018 |
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| DNN based speaker embedding using content information for text-dependent speaker verification, , , and , Idiap-RR-06-2018 |
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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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| Intonation modelling using a muscle model and perceptually weighted matching pursuit, , , and , in: Speech Communication, 2018 |
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| Check Out This Place: Inferring Ambiance from Airbnb Photos, , , and , in: IEEE transactions on Multimedia, 20(6):1499-1511, 2018 |
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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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| Multilingual Training and Cross-lingual Adaptation on CTC-based Acoustic Model, , and , Idiap-RR-01-2018 |
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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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