All publications sorted by author
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| Mixture Models for Unsupervised and Supervised Learning, , École Polytechnique Fédérale de Lausanne, Computer Science Department, 2000 |
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| Mixture Models for Unsupervised and Supervised Learning, , Idiap-RR-18-2000 |
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| Mixtures of latent variable models for density estimation and classification, , Idiap-RR-25-2000 |
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| A comparison of mixture models for density estimation, , in: Proceedings of the International Conference on Artificial Neural Networks (ICANN'99), London: IEE, 1999 |
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| Classification using localized mixtures of experts, , in: Proceedings of the International Conference on Artificial Neural Networks (ICANN'99), London: IEE, 1999 |
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| Localized mixtures of experts, , Idiap-RR-14-1998 |
| Some Methods for Training Mixtures of Experts, , Idiap-Com-05-1997 |
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| Mixtures of Experts Estimate A Posteriori Probabilities, , Idiap-RR-07-1997 |
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| A Review of MicroNeuro'96, February 12-14, 1996, Lausanne, Switzerland, , in: Neurocomputing, 12(04), 1996 |
| Neural Network Adaptations to Hardware Implementations, and , Idiap-RR-17-1997 |
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| Hardware-Friendly Learning Algorithms for Neural Networks: An Overview, and , in: Proceedings of the Fifth International Conference on Microelectronics for Neural Networks and Fuzzy Systems: MicroNeuro'96, EPFL and CSEM, Lausanne, Switzerland, IEEE Computer Society Press, 1996 |
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| Neural Network Adaptations to Hardware Implementations, and , in: Handbook of Neural Computation, Institute of Physics Publishing and Oxford University Publishing, 1997 |
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| Discrete All-Positive Multilayer Perceptrons for Optical Implementation, , and , in: Optical Engineering, 37(4), 1998 |
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| Discrete All-Positive Multilayer Perceptrons for Optical Implementation, , and , Idiap-RR-02-1997 |
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| Incorporation of Liquid-Crystal Light Valve Non-Linearities in Optical Multilayer Neural Networks, , and , in: Applied Optics, 35(26), 1996 |
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| Overcoming Inaccuracies in Optical Multilayer Perceptrons, , and , in: Proceedings of the First International Symposium on Neuro-Fuzzy Systems (AT'96), Lausanne, Switzerland, AATI, 1996 |
| The Effects of Optical Thresholding in Backpropagation Neural Networks, , and , in: Proceedings of the International Conference on Artificial Neural Networks (ICANN'95 and NeuroNimes'95), ENNS, Paris, France, EC2 & Cie, 1995 |
| Mixtures of Experts Estimate A Posteriori Probabilities, , in: Proceedings of the International Conference on Artificial Neural Networks (ICANN'97), Springer-Verlag, 1997 |
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| DynaBoost: Combining Boosted Hypotheses in a Dynamic Way, and , Idiap-RR-09-1999 |
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| Results on the Steepness in Backpropagation Neural Networks, , and , in: Proceedings of the '94 SIPAR-Workshop on Parallel and Distributed Computing, SI Group for Parallel Systems, 1994 |
| 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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| Trustworthy Face Recognition: Improving Generalization of Deep Face Presentation Attack Detection, , École polytechnique fédérale de Lausanne, 2020 |
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| DOMAIN ADAPTATION FOR GENERALIZATION OF FACE PRESENTATION ATTACK DETECTION IN MOBILE SETTINGS WITH MINIMAL INFORMATION, , and , in: 45th International Conference on Acoustics, Speech, and Signal Processing, Barcelona, Spain, IEEE, 2020 |
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| IMPROVING CROSS-DATASET PERFORMANCE OF FACE PRESENTATION ATTACK DETECTION SYSTEMS USING FACE RECOGNITION DATASETS, , and , in: 45th International Conference on Acoustics, Speech, and Signal Processing, IEEE, 2020 |
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| Deeply Vulnerable -- a study of the robustness of face recognition to presentation attacks, , and , in: IET (The Institution of Engineering and Technology) -- Biometrics:1--13, 2017 |
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| Automatic Personality Perception: Inferring Personality Traits from Nonverbal Vocal Behavior, , Electrical Engineering Department, EPFL, 2013 |
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| From Speech to Personality: Mapping Voice Quality and Intonation into Personality Differences, , , and , in: in Proceedings of ACM Multimedia 2012, 2012 |
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| Who is Persuasive? The Role of Perceived Personality and Communication Modality in Social Multimedia, , , , and , in: International Conference on Multimodal Interaction, 2013 |
| Towards a Technology of Nonverbal Communication: Vocal Behavior in Social and Affective Phenomena, and , Idiap-RR-05-2012 |
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| Automatic Attribution of Personality Traits Based on Prosodic Features, and , in: IEEE Transactions on Affective Computing, 2012 |
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| Humans as Feature Extractors: Combining Prosody and Personality Perception for Better Speaking Style Recognition, and , in: Proceeding of IEEE Int Conference on Systems, Man, and Cybernetics - Special Sessions, 2011 |
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| The Voice of Personality: Mapping Nonverbal Vocal Behavior into Trait Attributions, , and , in: Proceedings of ACM Multimedia Workshop on Social Signal Processing, 2010 |
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| Modeling Structured Data in Attention-based Models, , EPFL, 2023 |
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| Aligning Multilingual Word Embeddings for Cross-Modal Retrieval Task, , and , in: Proceedings of the Second Workshop on Fact Extraction and VERification (FEVER), Hong Kong, pages 27-33, Association for Computational Linguistics, 2019 |
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| Syntax-Aware Graph-to-Graph Transformer for Semantic Role Labelling, and , in: Procceedings of 8th Workshop on Representation Learning for NLP, 2023 |
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| Syntax-Aware Graph-to-Graph Transformer for Semantic Role Labelling, and , in: Arxiv, 2021 |
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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 (2021), 9:18, 2021 |
[DOI] [URL] |
| Recursive Non-Autoregressive Graph-to-Graph Transformer for Dependency Parsing with Iterative Refinement, and , in: Transactions of the Association for Computational Linguistics(under submission), 2020 |
| 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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| 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: Findings, ACL, Online, pages 3278–3289, Association for Computational Linguistics, 2020 |
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| SMaLL-100: Introducing Shallow Multilingual Machine Translation Model for Low-Resource Languages, , , , , and , in: The 2022 Conference on Empirical Methods in Natural Language Processing, 2022 |
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| What Do Compressed Multilingual Machine Translation Models Forget?, , , , , and , in: The 2022 Conference on Empirical Methods in Natural Language Processing, 2022 |
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| RQUGE: Reference-Free Metric for Evaluating Question Generation by Answering the Question, , , , , , and , in: Association for Computational Linguistics: ACL 2023, Toronto, Canada, 2023 |
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| Semantic Behavior Analysis of COVID-19 Patients: A Collaborative Framework, , , and , in: Machine Learning for Healthcare Applications, John Wiley & Sons, Inc. USA and Scrivener Publishing LLC, USA, 2021 |
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| Incremental Enrollment of Speech Recognizers, and , in: Proceedings of the IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP'99,',','), Phoenix, Arizona, USA, 1999 |
| Learning the structure of image collections with latent aspect models, , École Polytechnique Fédérale de Lausanne, 2007 |
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| Learning the structure of image collections with latent aspect models, , Idiap-RR-06-2007 |
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| Modeling semantic aspects for cross-media image indexing, and , in: IEEE Transactions on Pattern Analysis and Machine Intelligence, 2007 |
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| Modeling semantic aspects for cross-media image indexing, and , Idiap-RR-56-2005 |
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