All publications sorted by author
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| A Stable Switching Kalman Smoother, , Idiap-RR-89-2004 |
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| Are two Classifiers performing equally? A treatment using Bayesian Hypothesis Testing, , Idiap-RR-57-2004 |
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| The Auxiliary Variable Trick for deriving Kalman Smoothers, , Idiap-RR-87-2004 |
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| Variational Information Maximization for Population Coding, , Idiap-RR-85-2004 |
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| Unified Inference for Variational Bayesian Linear Gaussian State-Space Models, and , in: NIPS, 2006 |
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| Unified Inference for Variational Bayesian Linear Gaussian State-Space Models, and , Idiap-RR-50-2006 |
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| Construction and comparison of approximations for switching linear gaussian state space models, and , Idiap-RR-06-2005 |
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| Stable Directed Belief Propagation in Gaussian DAGs using the auxiliary variable trick, and , Idiap-RR-72-2005 |
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| Multimedia event modelling and recognition, , École Polytechnique Fédérale de Lausanne, 2005 |
| Sports Event Recognition using Layered HMMs, and , Idiap-RR-07-2005 |
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| Robust Playfield Segmentation using MAP Adaptation, and , in: Proc. 17th International Conference on Pattern Recognition (ICPR 2004), 2004 |
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| Multi-Modal Audio-Visual Event Recognition for Football Analysis, , and , in: Proc. IEEE Workshop on Neural Networks for Signal Processing (NNSP), 2003 |
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| Multi-Modal Audio-Visual Event Recognition for Football Analysis, , and , Idiap-RR-12-2003 |
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| The DCU-EPFL Enhanced Dependency Parser at the IWPT 2021 Shared Task, , , , and , in: Proceedings of the 17th International Conference on Parsing Technologies and the IWPT 2021 Shared Task on Parsing into Enhanced Universal Dependencies, Online, pages 204-212, Association for Computational Linguistics, 2021 |
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| Unsupervised Interpretable Pattern Discovery in Time Series Using Autoencoders, , , and , in: IAPR Int. Workshops on Structural and Syntactic Pattern Recognition (SSPR), 2016 |
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| Implementation of machine learning techniques for the quasi real-time blind and electric lighting optimization in a controlled experimental facility, , , , , and , in: Journal of Physics: Conference Series, IOP Publishing, 2021 |
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| An Integrated and strategic evaluation of automatic blind controls to achieve energy and occupant's comfort objectives, and , in: Proceedings of the 5th IBPSA-England Conference on Building Simulation and Optimization (Virtual), Loughborough, UK, 2020 |
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| Integrating daylight with general and task lighting: A longitudinal in-the-wild study in individual and open space working areas, , , , , , and , in: Solar Energy Advances, 2, 2022 |
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| An exploratory interplay between daylight, general and task lighting for visual comfort and electricity savings in a personal office space, , , , , , and , in: Proceedings of ISES and IEA SHC International Conference on Solar Energy for Buildings and Industry, Kassel, Germany, 2022 |
| Machine learning techniques for the daylight and electric lighting performance predictions, , and , in: Proceedings of Building Simulation 2021, 2021 |
| Assessment of Subsidization Strategies for Multi-Objective Optimization of Energy Efficiency Measures for Building Renovation at District Scale, , , , and , in: Energies, 16(15), 2023 |
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| Neural Networks in Automatic Speech Recognition, , , and , Idiap-RR-09-2001 |
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| Neural Networks in Automatic Speech Recognition, , , and , in: to be published in The Handbook of Brain Theory and Neural Networks, Bradford Books, The MIT Press, 2000 |
| Lexical filtrering by means of prosodic information, , and , in: International Congress of Phonetic Sciences, 1995 |
| A supermartingale approach to Gaussian process based sequential design of experiments, , and , in: Bernoulli, 25(4A):2883-2919, 2019 |
| Discovering Meaningful Units from Text Sequences, , EPFL, 2024 |
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| Learning to Abstract with Nonparametric Variational Information Bottleneck, , and , in: The 2023 Conference on Empirical Methods in Natural Language Processing, 2023 |
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| Inducing Meaningful Units from Character Sequences with Dynamic Capacity Slot Attention, and , in: Transactions on Machine Learning Research, 2023 |
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| Dialect Levelling in Finnish: A Universal Speech Attribute Approach, , , , , , and , in: The 15th Annual Conference of the International Speech Communication Association, 2014 |
| Do Backpropagation trained neural networks have normal weight distributions?, and , in: International Conference on Artificial neural Networks, 1993 |
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| On Learning to Classify Meerkat Calls, , Idiap-Com-01-2024 |
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| Feature Representations for Automatic Meerkat Vocalization Classification, , , and , Idiap-RR-06-2024 |
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| Feature Representations for Automatic Meerkat Vocalization Classification, , , and , in: 4th International Workshop on Vocal Interactivity in-and-between Humans, Animals and Robots, 2024 |
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| Multi-Commodity Network Flow for Tracking Multiple People, , , and , in: IEEE Transactions on Pattern Analysis and Machine Intelligence, 2013 |
| Tracking Multiple Objects under Global Appearance Constraints, , , and , in: Proceedings of the IEEE International Conference on Computer Vision, 2011 |
| Multi-Modal Data Fusion for Person Authentication using SVM, , in: Proc. Second International Conference on Audio- and Video-based Biometric Person Authentication (AVBPA'99), 1999 |
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| Multi-Modal Data Fusion for Person Authentication using SVM, , Idiap-RR-07-1998 |
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| Fast Object Detection using MLP and FFT, , Idiap-RR-11-1997 |
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| Fusion of Face and Speech Data for Person Identity Verification, , and , in: IEEE Transactions on Neural Networks, 10(05), 1999 |
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| Fusion of Face and Speech Data for Person Identity Verification, , and , Idiap-RR-03-1999 |
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| Fast Face Detection using MLP and FFT, , and , in: Proc. Second International Conference on Audio and Video-based Biometric Person Authentication (AVBPA'99), 1999 |
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| Audio-Visual Person Verification, , , , and , in: Proceedings of IEEE Computer Society Conference on Computer Vision and Pattern Recognition, June 1999, Fort Collins, USA, 1999 |
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| Audio-Visual Person Verification, , , , and , Idiap-RR-18-1998 |
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| Joint Training of Multi-Stream HMMs, , Idiap-RR-22-2005 |
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| Multimodal Speech Processing Using Asynchronous Hidden Markov Models, , in: Information Fusion, 5(2), 2004 |
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| Multimodal Authentication using Asynchronous HMMs, , in: 4th International Conference on Audio- and Video-Based Biometric Person Authentication, AVBPA, Springer-Verlag, 2003 |
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| Multimodal Authentication using Asynchronous HMMs, , Idiap-RR-02-2003 |
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| An Asynchronous Hidden Markov Model for Audio-Visual Speech Recognition, , Idiap-RR-26-2002 |
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| An Asynchronous Hidden Markov Model for Audio-Visual Speech Recognition, , in: Advances in Neural Information Processing Systems, NIPS 15, MIT Press, 2003 |
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| Taking on the Curse of Dimensionality in Joint Distributions Using Neural Networks, and , in: IEEE Transaction on Neural Networks special issue on data mining and knowledge discovery, 2000 |
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