All publications
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2019
| Automated Eye-sight Venetian blinds based on an embedded photometric device with real-time daylighting computing, , and , in: Applied Energy, 252, 2019 |
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| Drinks & Crowds: Characterizing Alcohol Consumption through Crowdsensing and Social Media, , and , in: Journal and Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies (IMWUT '19), 2019 |
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| #Drink Or #Drunk: Multimodal Signals and Drinking Practices on Instagram, , and , in: Proceedings of the 13th EAI International Conference on Pervasive Computing Technologies for Healthcare, Trento, Italy, 2019 |
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| Deep Residual Output Layers for Neural Language Generation, and , in: Proceedings of the 36th International Conference on Machine Learning (ICML), 2019 |
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| The Role of Sex and Age on Pre-drinking: An Exploratory International Comparison of 27 Countries, , , , and , in: Alcohol and Alcoholism, 54(4):378–385, 2019 |
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| Learning How To Recognize Faces in Heterogeneous Environments, , Ecole Polytechnique Federale de Lausanne, 2019 |
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| Domain Adaptation in Multi-Channel Autoencoder based Features for Robust Face Anti-Spoofing, , and , in: International Conference on Biometrics 2019, IEEE, 2019 |
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| Biometric Face Presentation Attack Detection with Multi-Channel Convolutional Neural Network, , , , , and , in: IEEE TRANSACTIONS ON INFORMATION FORENSICS AND SECURITY, 2019 |
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| Processing Megapixel Images with Deep Attention-Sampling Models, and , Idiap-RR-07-2019 |
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| A solar-based sustainable urban design: The effects of city-scale street-canyon geometry on solar access in Geneva, Switzerland, , , , , and , in: Applied Energy, 240:173-190, 2019 |
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| Improving Few-Shot User-Specific Gaze Adaptation via Gaze Redirection Synthesis, , and , in: 2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2019 |
| Improving Few-Shot User-Specific Gaze Adaptation via Gaze Redirection Synthesis, , and , Idiap-RR-03-2019 |
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| Deep Pixel-wise Binary Supervision for Face Presentation Attack Detection, and , in: International Conference on Biometrics, 2019 |
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| Multimodal Person Recognition in Audio-Visual Streams, , EPFL, 2019 |
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| Custom Silicone Face Masks - Vulnerability of Commercial Face Recognition Systems & Presentation Attack Detection, , , , , , and , in: Proceedings of 7th IAPR/IEEE International Workshop on Biometrics and Forensics, 2019 |
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| AN INVESTIGATION OF MULTILINGUAL ASR USING END-TO-END LF-MMI, , and , in: International Conference on Acoustics, Speech and Signal Processing, 2019 |
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| A Deep Learning Approach for Robust Head Pose Independent Eye Movements Recognition from Videos, , and , in: 2019 ACM Symposium on Eye Tracking Research and Applications, pages 5, ACM, 2019 |
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| Conditions for the finiteness of the moments of the volume of level sets, , , and , in: Electronic Communications in Probability, 24(17), 2019 |
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| Contaminant source localization via Bayesian global optimization, , , and , in: Hydrology and Earth System Sciences, 23:351-369, 2019 |
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| On the choice of the low-dimensional domain for global optimization via random embeddings, , and , in: Journal of Global Optimization, 2019 |
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| PATHOLOGICAL SPEECH INTELLIGIBILITY ASSESSMENT BASED ON THE SHORT-TIME OBJECTIVE INTELLIGIBILITY MEASURE, , and , in: Proceedings of the IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Brighton, UK, pages 6405--6409, 2019 |
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| ANALYZING UNCERTAINTIES IN SPEECH RECOGNITION USING DROPOUT, , , and , in: Proceedings of the IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2019 |
| Adaptation of Multiple Sound Source Localization Neural Networks with Weak Supervision and Domain-Adversarial Training, , and , in: Proceedings of the IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Brighton, United Kingdom, pages 770-774, 2019 |
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| SPOKEN LANGUAGE IDENTIFICATION USING LANGUAGE BOTTLENECK FEATURES, , , , , and , Idiap-RR-08-2019 |
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| EMPIRICAL EVALUATION AND COMBINATION OF PUNCTUATION PREDICTION MODELS APPLIED TO BROADCAST NEWS, and , in: Proceedings of 2019 IEEE International Conference on Acoustics, Speech, and Signal Processing, 2019 |
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| A Learning-Based Framework for Quantized Compressed Sensing, , and , in: A Learning-Based Framework for Quantized Compressed Sensing, 2019 |
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| End-to-End Acoustic Modeling using Convolutional Neural Networks for HMM-based Automatic Speech Recognition, , and , in: Speech Communication, 108:15--32, 2019 |
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| Improving Children Speech Recognition through Feature Learning from Raw Speech Signal, , and , in: Proceedings of the IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2019 |
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| Learning voice source related information for depression detection, , and , in: Proceedings of the IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2019 |
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| Segment-level training of ANNs based on acoustic confidence measures for hybrid HMM/ANN Speech Recognition, and , in: Proceedings of the IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2019 |
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| Automatic Diagnosis of Alzheimer's Disease Using Neural Network Language Models, , and , in: Proceedings of the IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2019 |
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| HMM-based Approaches to Model Multichannel Information in Sign Language inspired from Articulatory Features-based Speech Processing, , , , and , in: Proceedings of IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2019 |
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| GILE: A Generalized Input-Label Embedding for Text Classification, and , in: Transactions of the Association for Computational Linguistics (TACL), 2019 |
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| Adaptation of Assistant Based Speech Recognition to New Domains and Its Acceptance by Air Traffic Controllers, , , , , , , , , and , in: Proceedings of the 2nd International Conference on Intelligent Human Systems Integration (IHSI 2019): Integrating People and Intelligent Systems, San Diego, California, USA, pages 820 - 826, 2019 |
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| CBOW Is Not All You Need: Combining CBOW with the Compositional Matrix Space Model, , and , Idiap-RR-06-2019 |
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| Multi-Spectral Widefield Microscopy of the Beating Heart through Post-Acquisition Synchronization and Unmixing, , , and , in: 2019 IEEE 16th International Symposium on Biomedical Imaging (ISBI 2019), Venice, Italy, pages 1382-1385, 2019 |
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| Improving speech embedding using crossmodal transfer learning with audio-visual data, and , in: Multimedia Tools and Applications, 78(11):15681-15704, 2019 |
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| Voice Presentation Attack Detection Using Convolutional Neural Networks, , , , , and , in: Handbook of Biometric Anti-Spoofing, pages 391--415, Springer, 2019 |
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| Remote Blood Pulse Analysis for Face Presentation Attack Detection, and , in: Handbook of Biometric Anti-Spoofing, Springer, 2019 |
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| Evaluation Methodologies for Biometric Presentation Attack Detection, , , and , in: Handbook of Biometric Anti-Spoofing, Springer International Publishing, 2019 |
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| Recent Advances in Face Presentation Attack Detection, , , and , in: Handbook of Biometric Anti-Spoofing, Springer, 2019 |
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| Data-Driven Movement Subunit Extraction from Skeleton Information for Modeling Signs and Gestures, , and , Idiap-RR-02-2019 |
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| An Introduction to Vein Presentation Attacks and Detection, , and , in: Handbook of Biometric Anti-Spoofing, Springer International Publishing, 2019 |
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| Profile extrema for visualizing and quantifying uncertainties on excursion regions. Application to coastal flooding, , , and , in: Technometrics, 61(4):474-493, 2019 |
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| A supermartingale approach to Gaussian process based sequential design of experiments, , and , in: Bernoulli, 25(4A):2883-2919, 2019 |
| Adaptation of Multiple Sound Source Localization Neural Networks with Weak Supervision and Domain-Adversarial Training, , and , Idiap-Com-01-2019 |
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| Learning from Demonstration (Programming by Demonstration), , in: Encyclopedia of Robotics, Springer, 2019 |
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| Small Variance Asymptotics for Non-Parametric Online Robot Learning, and , in: International Journal of Robotics Research (IJRR), 38(1):3-22, 2019 |
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| Learning Task Priorities from Demonstrations, , , and , in: IEEE Transactions on Robotics, 35(1):78-94, 2019 |
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