All publications sorted by author
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| The Suisse Romande Local News Dataset, and , Idiap-Com-03-2023 |
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| Vein Enhancement with Deep Auto-Encoders to improve Finger Vein Recognition, , and , in: Biometrics Special Interest Group (BIOSIG 2021), 2021 |
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| Augmenting Astronaut's Capabilities through Brain-Machine Interfaces, , , and , in: Proceedings of the 20th International Joint Conference on Artificial Intelligence, Workshop on Artificial Intelligence for Space Applications, 2007 |
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| Trajectory Prediction with Compressed 3D Environment Representation using Tensor Train Decomposition, , , and , in: International Conference on Advanced Robotics, 2021 |
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| Apprentissage de prototypes de caractères à partir de l'image d'un texte manuscrit et avec l'aide d'un opérateur, , Idiap-RR-01-1995 |
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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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| Null space redundancy learning for a flexible surgical robot, , and , in: Proc. IEEE Intl Conf. on Robotics and Automation (ICRA), Hong Kong, pages 2443 - 2448, IEEE, 2014 |
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| Learning adaptive movements from demonstration and self-guided exploration, , and , in: Proc. IEEE Intl Conf. on Development and Learning and on Epigenetic Robotics (ICDL-EpiRob), Genoa, Italy, pages 160-165, 2014 |
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| Learning the Stiffness of a Continuous Soft Manipulator from Multiple Demonstrations, , , and , in: Intelligent Robotics and Applications, pages 185-195, Springer, 2015 |
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| Together Anywhere, Together Anytime, Technologies for Intimate Interactions, , , and , Centrum Wiskunde & Informatica, 2012 |
| Towards a standard for dialogue act annotation, , , , , , , , , , , and , in: 7th International Conference on Language Resources and Evaluation, Malta, 2010 |
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| Two Simple and Domain-independent Approaches for Early Detection of Anorexia, , , and , in: Early Detection of Mental Health Disorders by Social Media Monitoring: The First Five Years of the eRisk Project, pages 159-182, Springer International Publishing, 2022 |
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| Dialog2Flow: Pre-training Soft-Contrastive Action-Driven Sentence Embeddings for Automatic Dialog Flow Extraction, , and , in: Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, Miami, Florida, USA, pages 5421–5440, Association for Computational Linguistics, 2024 |
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| DAIC-WOZ: On the Validity of Using the Therapist's prompts in Automatic Depression Detection from Clinical Interviews, , , , , and , in: Proceedings of the 6th Clinical Natural Language Processing Workshop, Mexico City, Mexico, pages 82–90, Association for Computational Linguistics, 2024 |
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| Reliability Estimation of News Media Sources: Birds of a Feather Flock Together, , , and , in: Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Mexico City, Mexico, pages 6900–6918, Association for Computational Linguistics, 2024 |
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| Node-weighted Graph Convolutional Network for Depression Detection in Transcribed Clinical Interviews, , , and , Idiap-RR-03-2023 |
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| Node-weighted Graph Convolutional Network for Depression Detection in Transcribed Clinical Interviews, , , and , in: Proceedings of Interspeech, 2023 |
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| IDIAPers @ Causal News Corpus 2022: Efficient Causal Relation Identification Through a Prompt-based Few-shot Approach, , , , , , and , Idiap-RR-13-2022 |
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| IDIAPers @ Causal News Corpus 2022: Efficient Causal Relation Identification Through a Prompt-based Few-shot Approach, , , , , , and , in: The 5th Workshop on Challenges and Applications of Automated Extraction of Socio-political Events from Text (CASE @ EMNLP 2022), 2022 |
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| Biomarker identification using dynamic time warping analysis: a longitudinal cohort study of COVID-19 patients in a UK tertiary hospital, , , , , and , in: BMJ Open, 2022 |
| DiversityOne: A Multi-Country Smartphone Sensor Dataset for Everyday Life Behavior Modeling, , , , , , , , , , , , , , , , , , , , , , , , , and , in: ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies, 9(1), 2025 |
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| Online Classifier Adaptation in High Frequency EEG, , and , in: Proceedings of the 3rd International Brain-Computer Interface Workshop & Training Course 2006, 2006 |
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| Towards a Robust BCI: Error Potentials and Online Learning, , and , in: IEEE Trans. on Neural Systems and Rehabilitation Engineering, 14(2), 2006 |
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| Online Classifier Adaptation in Brain-Computer Interfaces, and , Idiap-RR-16-2006 |
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| Integrating Language Identification to improve Multilingual Speech Recognition, , Idiap-RR-24-2012 |
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| Movement Generation and Drawing in Robotics, , in: In Proc. 22nd Conference of the International Graphonomics Society (IGS), 2025 |
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| Geometric Structures for Learning and Optimization in Robotics, , in: Annual Review of Control, Robotics, and Autonomous Systems., 2025 |
| Gaussians on Riemannian Manifolds for Robot Learning and Adaptive Control, , in: IEEE Robotics and Automation Magazine (RAM), 2020 |
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| A Tutorial on Task-Parameterized Movement Learning and Retrieval, , in: Intelligent Service Robotics, 9(1):1-29, 2016 |
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| Stochastic learning and control in multiple coordinate systems, , in: Intl Workshop on Human-Friendly Robotics, Genoa, Italy, pages 1-5, 2016 |
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| Robot Learning with Task-Parameterized Generative Models, , in: Proc. Intl Symp. on Robotics Research, 2015 |
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| Skills Learning in Robots by Interaction with Users and Environment, , in: In Proc. of the Intl Conf. on Ubiquitous Robots and Ambient Intelligence (URAI), Kuala Lumpur, Malaysia, pages 161-162, 2014 |
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| Learning from Demonstration (Programming by Demonstration), , in: Encyclopedia of Robotics, Springer, 2019 |
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| Robot Learning with Task-Parameterized Generative Models, , in: Robotics Research, pages 111-126, Springer, 2018 |
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| Mixture Models for the Analysis, Edition, and Synthesis of Continuous Time Series, , in: Mixture Models and Applications, pages 39-57, Springer, 2019 |
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| A task-parameterized probabilistic model with minimal intervention control, , and , in: Proc. IEEE Intl Conf. on Robotics and Automation (ICRA), Hong Kong, pages 3339 - 3344, IEEE, 2014 |
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| Programming industrial robots from few demonstrations., , in: Human-Robot Collaboration: Unlocking the potential for industrial applications, pages 9-37, Institution of Engineering and Technology (IET), 2023 |
| Learning Control, and , in: Humanoid Robotics: a Reference, pages 1261-1312, Springer, 2019 |
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| The Winning Approach for the Recommendation Systems Shared Task @REST_MEX 2022, , , , and , in: Proceedings of the Iberian Languages Evaluation Forum (IberLEF 2022), 2022 |
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| Voice-B System, , , , and , in: IEEE 4th Workshop on Intercative Voice Technology for Telecommunications Applications (IVTTA'98) September 29--30, Torino, Italy, 1998 |
| Cursive Character Challenge: a New Database for Machine Learning and Pattern Recognition, , and , in: Proceedings of International Conference on Pattern Recognition (ICPR), 2006 |
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| Cursive Character Challenge: a New Database for Machine Learning and Pattern Recognition, , and , Idiap-RR-79-2005 |
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| Machine Learning for Audio, Image and Video Analysis, and , Springer Verlag, 2008 |
| Combining Neural Gas and Learning Vector Quantization for Cursive Character Recognition, and , in: Neurocomputing, 51, 2003 |
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| Estimating the Intrinsic Dimension of Data with a Fractal-Based Method, and , in: IEEE Transactions on Pattern Analysis and Machine Intelligence, 24(10), 2002 |
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| Estimating the Intrinsic Dimension of Data with a Fractal-Based Method, and , Idiap-RR-02-2002 |
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| Intrinsic dimension estimation of data: an approach based on Grassberger-Procaccia's algorithm, and , in: Neural Processing Letters, 14(01), 2001 |
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| Cursive Character Recognition by Learning Vector Quantization, and , in: Pattern Recognition Letters, 22(6), 2001 |
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| Combining Neural Gas and Learning Vector Quantization for Cursive Character Recognition, and , Idiap-RR-18-2001 |
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| Cursive Character Recognition by Learning Vector Quantization, and , Idiap-RR-47-2000 |
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