All publications
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2019
| Virtual High-Framerate Microscopy of the Beating Heart via Sorting of Still Images, , , , and , Idiap-RR-04-2019 |
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| Modeling Dyadic and Group Impressions with Inter-Modal and Inter-Person Features, , , and , in: ACM Transactions on Multimedia Computing, Communications, and Applications, 15(1), 2019 |
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| Mi Casa es su Casa? Examining Airbnb Hospitality Exchange Practices in a Developing Economy, , , , , , and , in: ACM Transactions on Social Computing, 2(1), 2019 |
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| Learning Control, and , in: Humanoid Robotics: a Reference, pages 1261-1312, Springer, 2019 |
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2018
| A Neural Model to Predict Parameters for a Generalized Command Response Model of Intonation, and , in: MLSLP-18 Proceedings, Hyderabad, 2018 |
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| Theory and Algorithms for Hypothesis Transfer Learning, , EPFL, 2018 |
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| Low-latency speaker spotting with online diarization and detection, , , , , , , , and , in: The Speaker and Language Recognition Workshop (Odyssey), 2018 |
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| A Non-Euclidean Gradient Descent Framework for Non-Convex Matrix Factorization, , , , , and , in: IEEE Transactions on Signal Processing, 2018 |
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| Real-Time DCT Learning-based Reconstruction of Neural Signals, , and , in: EUSIPCO, 2018 |
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| Learning-Based Compressive MRI, , , , , , and , in: IEEE Transactions on Medical Imaging, 2018 |
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| Improving the conditioning of the optimization criterion in acoustic multi-channel equalization using shorter reshaping filters, and , in: EURASIP Journal on Advances in Signal Processing(11), 2018 |
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| Phonetic aware techniques for Speaker Verification, , EPFL, 2018 |
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| Building Blocks of Assistant Based Speech Recognition for Air Traffic Management Applications, , , , , , , and , in: Conference: SESAR Innovation Days 2018, European Union, Eurocontrol, Salzburg, Austria, SESARJU, 2018 |
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| Iterative Learning of Speech Recognition Models for Air Traffic Control, , , , , , and , in: Proceedings of Interspeech 2018, ISCA, Hyderabad, India, pages 3519-3523, 2018 |
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| Leveraging Convolutional Pose Machines for Fast and Accurate Head Pose Estimation, , and , in: 2018 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), Madrid, SPAIN, pages 1089-1094, IEEE, 2018 |
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| Multilingual bottleneck features for subword modeling in zero-resource languages, and , in: Proc. Interspeech, pages 2668-2672, 2018 |
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| Practical Deep Stereo (PDS): Toward applications-friendly deep stereo matching, , and , in: Proceedings of the international conference on Neural Information Processing Systems, 2018 |
| Geodesic Convolutional Shape Optimization, , , and , in: Proceedings of the International Conference on Machine Learning, 2018 |
| Kronecker Recurrent Units, , and , in: Proceedings of the International Conference on Machine Learning, 2018 |
| Enhancing Trust in eAssessment - the TeSLA System Solution, , , , and , in: Technology Enhanced Assessment Conference., 2018 |
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| A Neural Model to Predict Parameters for a Generalized Command Response Model of Intonation, and , in: Proc. Interspeech 2018, pages 3147-3151, 2018 |
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| SCALAR - Simultaneous Calibration of 2D Laser And Robot's Kinematic Parameters Using Three Planar Constraints, , and , in: International Conference on Intelligent Robots, 2018 |
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| DeepFakes: a New Threat to Face Recognition? Assessment and Detection, and , Idiap-RR-18-2018 |
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| A Cross-database Study of Voice Presentation Attack Detection, and , in: Handbook of Biometric Anti-Spoofing: Presentation Attack Detection, 2nd Edition, Springer, 2018 |
| Dexterous Underwater Manipulation from Distant Onshore Locations, , , , , , , , , , , , , , , , , , , , , , , , and , in: IEEE Robotics and Automation Magazine, 2018 |
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| Generalizing Robot Imitation Learning with Invariant Hidden Semi-Markov Models, , , , , , , and , in: 13th Intl Workshop on the Algorithmic Foundations of Robotics (WAFR), 2018 |
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| Bimanual Skill Learning with Pose and Joint Space Constraints, , , and , in: Proc. of the IEEE-RAS Intl Conf. on Humanoid Robots (Humanoids), 2018 |
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| Probabilistic Learning of Torque Controllers from Kinematic and Force Constraints, , , , and , in: Proc. of the IEEE/RSJ Intl Conf. on Intelligent Robots and Systems (IROS), pages 6552-6559, 2018 |
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| Embedding Context-Dependent Variations of Prosodic Contours using Variational Encoding for Decomposing the Structure of Speech Prosody, , , , and , in: Workshop on Prosody and Meaning: Information Structure and Beyond, Aix-en-Provence, France, 2018 |
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| CONTEXT-AWARE ATTENTION MECHANISM FOR SPEECH EMOTION RECOGNITION, , , and , in: IEEE Workshop on Spoken Language Technology, Athens, Greece, pages 126-131, 2018 |
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| Designing second order recurrent neural networks for prosody modelling, , Idiap-RR-16-2018 |
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| Fusing TensorFlow with building energy simulation for intelligent energy management in smart cities, , , and , in: Sustainable Cities and Society, 2018 |
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| Semi-supervised Adaptation of Assistant Based Speech Recognition Models for different Approach Areas, , , , , , , , , , and , in: 37th AIAA/IEEE Digital Avionics Systems Conference, AIAA/IEEE, London, 2018 |
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| Words Worth: Verbal Content and Hirability Impressions in YouTube Video Resumes, , and , in: Proceedings of the 9th Workshop on Computational Approaches to Subjectivity, Sentiment and Social Media Analysis, 2018 |
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| Facing Employers and Customers: What Do Gaze and Expressions Tell About Soft Skills?, , , and , in: Proceedings of the 17th International Conference on Mobile and Ubiquitous Multimedia, Cairo, Egypt, pages 121-126, ASSOC COMPUTING MACHINERY, 2018 |
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| Vlogging Over Time: Longitudinal Impressions and Behavior in YouTube, , , , and , in: Proceedings of the 17th International Conference on Mobile and Ubiquitous Multimedia, Cairo, EGYPT, pages 37-46, 2018 |
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| UNICITY: A depth maps database for people detection in security airlocks, , , , , , , and , in: IEEE International Conference on Advanced Video and Signal-based Surveillance Workshop, 2018 |
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| WatchNet: Efficient and Depth-based Network for People Detection in Video Surveillance Systems, , , and , in: IEEE International Conference on Advanced Video and Signal-based Surveillance, Auckland, NEW ZEALAND, pages 109-114, 2018 |
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| Deep Multitask Gaze Estimation with a Constrained Landmark-Gaze Model, , and , in: European Conference on Computer Vision Workshop, 2018 |
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| HeadFusion: 360 degree Head Pose Tracking Combining 3D Morphable Model and 3D Reconstruction, , and , in: IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 40(11), 2018 |
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| Integrating Weakly Supervised Word Sense Disambiguation into Neural Machine Translation, , , and , in: Transactions of the Association for Computational Linguistics (TACL), 2018 |
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| Phonetic Subspace Features for Improved Query by Example Spoken Term Detection, , and , in: Speech Communication, 103:27-36, 2018 |
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| Investigating Depth Domain Adaptation for Efficient Human Pose Estimation, , , and , in: European Conference on Computer Vision - Workshops, 2018 |
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| Cross-lingual Adaptation of a CTC-based multilingual Acoustic Model, , and , in: Speech Communication, 104:39-46, 2018 |
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| Pulse-based Features for Face Presentation Attack Detection, and , in: Proceedings of BTAS 2018, special session on Image and Video Forensics in Biometrics, 2018 |
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| Far-field ASR Using Low-rank and Sparse Soft Targets from Parallel Data, , and , in: IEEE Workshop on Spoken Language Technology, Athens, GREECE, pages 581-587, IEEE, 2018 |
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| Beyond Weight Tying: Learning Joint Input-Output Embeddings for Neural Machine Translation, , and , in: Proceedings of the Third Conference on Machine Translation (WMT), 2018 |
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| Looking South: Learning Urban Perception in Developing Cities, , and , in: ACM Transactions on Social Computing, 2018 |
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| Document-Level Neural Machine Translation with Hierarchical Attention Networks, , , and , in: Proceedings of the Conference on Empirical Methods in Natural Language Processing (EMNLP), 2018 |
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| What Reminds Young People That They Drank More Than Intended on Weekend Nights: An Event-Level Study, , and , in: Journal of Studies on Alcohol and Drugs, 79(4):644-648, 2018 |
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