All publications
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2020
| Inferring Highly-dense Representations for Clustering Broadcast Media Content, , , and , in: The Prague Bulletin of Mathematical Linguistics, 2020 |
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| AUTOMATIC DYSARTHRIC SPEECH DETECTION EXPLOITING PAIRWISE DISTANCE-BASED CONVOLUTIONAL NEURAL NETWORKS, , and , Idiap-RR-32-2020 |
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| Learning Urban Nightlife Routines from Mobile Data, , and , in: Proc. Int. Conf. on Mobile and Ubiquitous Multimedia, Essen, Germany, 2020 |
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| Recursive Non-Autoregressive Graph-to-Graph Transformer for Dependency Parsing with Iterative Refinement, and , in: Transactions of the Association for Computational Linguistics, 2020 |
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| Graph-to-Graph Transformer for Transition-based Dependency Parsing, and , in: Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, Association for Computational Linguistics, 2020 |
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| Shooting shots: Estimating alcoholic drink sizes in real life using event-level reports and annotations of close-up pictures, , , and , in: Drug and Alcohol Review, 2020 |
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| A t-distribution based operator for enhancing out of distribution robustness of neural network classifiers, and , in: IEEE Signal Processing Letters, 27:1070-1074, 2020 |
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| Plug and Play Autoencoders for Conditional Text Generation, , , , and , in: Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, Online, 2020 |
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| Automatic Discrimination of Apraxia of Speech and Dysarthria using a Minimalistic Set of Handcrafted Features, , , and , in: Interspeech, 2020 |
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| Adaptive Ensemble-based Optimisation for Petrophysical Inversion, and , in: Mathematical Geosciences, 2020 |
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| A Phonology-based Approach for Isolated Sign Production Assessment in Sign Language, , , and , in: Companion Publication of the 2020 International Conference on Multimodal Interaction (ICMI '20 Companion), 2020 |
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| Idiap and UAM Participation at MEX-A3T Evaluation Campaign, , , , and , in: Proceedings of the Iberian Languages Evaluation Forum (IberLEF 2020) co-located with 36th Conference of the Spanish Society for Natural Language Processing (SEPLN 2020), pages 6, CEUR Workshop Proceedings, 2020 |
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| The High-Quality Wide Multi-Channel Attack (HQ-WMCA) database, , , , and , Idiap-RR-22-2020 |
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| The Little W-Net That Could: State-of-the-Art Retinal Vessel Segmentation with Minimalistic Models, , , , , and , in: Cornell University Pre-print Server, 2020 |
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| Taming GANs with Lookahead, , , and , Idiap-RR-20-2020 |
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| Deep Generative Models and Applications, and , EPFL, 2020 |
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| Active Illumination and Computational Methods for Temporal and Spectral Super-Resolution Microscopy, , EPFL, 2020 |
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| Deepfake detection: humans vs. machines, and , Idiap-RR-36-2020 |
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| Iris Liveness Detection Competition (LivDet-Iris) – The 2020 Edition, , , , , , , , , , , , , and , in: INTERNATIONAL JOINT CONFERENCE ON BIOMETRICS (IJCB 2020), 2020 |
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| 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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| Understanding Applicants' Reactions to Asynchronous Video Interviews through Self-Reports and Nonverbal Cues, , , , , and , in: Proc. ACM Int. Conf. on Multimodal Interaction (ICMI), Utrecht, 2020 |
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| Product of experts for robot learning from demonstration, , EPFL, 2020 |
| Face Recognition systems: performance evaluation and bias analysis, , Idiap-Com-04-2020 |
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| Deep Learning of Charisma, , Idiap-Com-03-2020 |
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| Machine Learning for Adverse Event Detection in Latent Tuberculosis Infection Treatment, , Idiap-Com-02-2020 |
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| Automatic Speech Recognition Engines Adapted for Embedded Platforms, , Idiap-Com-01-2020 |
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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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| Automatic Speech Recognition Benchmark for Air-Traffic Communications, , , , and , in: Proc. Interspeech 2020, pages 2297-2301, 2020 |
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| Supervised domain adaptation for text-independent speaker verification using limited data, , , and , in: Interspeech, pages 3815-3819, 2020 |
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| An HMM Approach with Inherent Model Selection for Sign Language and Gesture Recognition, , and , in: Proceedings of the International Conference on Language Resources and Evaluation LREC 2020, 2020 |
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| Temporal resolution doubling in fluorescence light-sheet microscopy via a hue-encoded shutter and regularization, , , and , in: OSA Continuum, 3(8), 2020 |
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| Smartphone Multi-modal Biometric Authentication: Database and Evaluation, , , , , , , , and , Idiap-RR-17-2020 |
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| Learning One Class Representations for Face Presentation Attack Detection using Multi-channel Convolutional Neural Networks, and , in: IEEE Transactions on Information Forensics and Security, 2020 |
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| Fourier movement primitives: an approach for learning rhythmic robot skills from demonstrations, , and , in: Robotics: Science and Systems, 2020 |
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| The MuMMER data set for Robot Perception in multi-party HRI Scenarios, , , and , in: Proceedings of the 29th IEEE International Conference on Robot & Human Interactive Communication, 2020 |
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| Transformers are RNNs: Fast Autoregressive Transformers with Linear Attention, , , and , in: Proceedings of International Conference on Machine Learning, 2020 |
| Spatial Attention for Far-Field Speech Recognition with Deep Beamforming Neural Networks, , , , , and , in: 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Barcelona, Spain, pages 7499-7503, 2020 |
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| WatchNet++: Efficient and accurate depth-based network for detecting people attacks and intrusion, , , and , in: Machine Vision and Applications, 2020 |
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| Residual Pose: A Decoupled Approach for Depth-based 3D Human Pose Estimation, , , and , in: IEEE/RSJ International Conference on Intelligent Robots and Systems, 2020 |
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| Plug and Play Autoencoders for Conditional Text Generation, , , , and , Idiap-RR-24-2020 |
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| Optimizer Benchmarking Needs to Account for Hyperparameter Tuning, , , , and , in: Proceedings of the 37th International Conference on Machine Learning, Vienna, Austria, 2020 |
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| Gradient Alignment in Deep Neural Networks, and , Idiap-RR-14-2020 |
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| Deep Models and Shortwave Infrared Information to Detect Face Presentation Attacks, , , , and , in: IEEE Transactions on Biometrics, Behavior, and Identity Science, 2020 |
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| Active Improvement of Control Policies with Bayesian Gaussian Mixture Model, , , and , in: Proc. IEEE/RSJ Intl Conf. on Intelligent Robots and Systems, 2020 |
| Analysis and Transfer of Human Movement Manipulability in Industry-like Activities, , and , in: Proc. IEEE/RSJ Intl Conf. on Intelligent Robots and Systems, 2020 |
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| Idiap & UAM participation at GermEval 2020: Classification and Regression of Cognitive and Motivational Style from Text, , , , and , in: Proceedings of the GermEval 2020 Shared Task on the Classification and Regression of Cognitive and Motivational style from Text, 2020 |
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| Idiap Submission to Swiss-German Language Detection Shared Task, , , , and , in: Proceedings of the 5th Swiss Text Analytics Conference (SwissText) & 16th Conference on Natural Language Processing (KONVENS), CEUR Workshop Proceedings, 2020 |
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