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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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| Unsupervised Representation Learning for Gaze Estimation, and , in: IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2020 |
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| Evaluation Databases, , , and , in: Handbook of Biometric Anti-Spoofing, pages 247-278, Springer-Verlag, 2014 |
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| Keyword Spotting on Word Lattices, and , Idiap-RR-22-2007 |
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| A MultiPath Network for Object Detection, , , , , , and , in: Proceedings of the British Machine Vision Conference, BMVA Press, 2016 |
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| Variable Duration Movement Encoding with Minimal Intervention Control, , and , in: Proc. of the IEEE Intl Conf. on Robotics and Automation (ICRA), pages 497-503, 2016 |
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| Learned Minimal Intervention Control Synthesis based on Hidden Semi-Markov Models, , and , in: Proc. of the 8th Intl Workshop on Human-Friendly Robotics, pages 17, 2015 |
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| Programming by Demonstration for Shared Control with an Application in Teleoperation, , and , in: IEEE Robotics and Automation Letters (RA-L), 3(3):1848-1855, 2018 |
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| Learning Task-Space Synergies using Riemannian Geometry, , , and , in: Proc. IEEE/RSJ Intl Conf. on Intelligent Robots and Systems (IROS), Vancouver, Canada, pages 73-78, IEEE, 2017 |
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| An Approach for Imitation Learning on Riemannian Manifolds, , , , and , in: IEEE Robotics and Automation Letters (RA-L), 2(3):1240-1247, 2017 |
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| Online motion synthesis with minimal intervention control and formal safety guarantees, , , and , in: Proc. IEEE Intl Conf. on Systems, Man, and Cybernetics, Budapest, Hungary, 2016 |
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| Cross-lingual Automatic Speech Recognition Exploiting Articulatory Features, , , , and , Idiap-RR-05-2021 |
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| Cross-lingual Automatic Speech Recognition Exploiting Articulatory Features, , , , , and , in: Proceedings of APSIPA ASC 2019, 2019 |
| Domain-Adversarial Based Model with Phonological Knowledge for Cross-Lingual Speech Recognition, , , , , and , in: Electronics, 10(24):1-15, 2021 |
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| Probabilistic Graphical Models for Human Interaction Analysis, , École Polytechnique Fédérale de Lausanne, 2006 |
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| Probabilistic Graphical Models for Human Interaction Analysis, , Idiap-RR-78-2006 |
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| Exploring Contextual Information in a Layered Framework for Group Action Recognition, , and , in: In the Eighth International Conference on Multimodal Interfaces (ICMI'06), 2006 |
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| Exploring Contextual Information in a Layered Framework for Group Action Recognition, , and , Idiap-RR-41-2006 |
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| Semi-supervised Meeting Event Recognition with Adapted HMMs, , and , in: Pro. IEEE ICME, 2005 |
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| Semi-supervised Meeting Event Recognition with Adapted HMMs, , and , Idiap-RR-15-2005 |
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| Semi-supervised Adapted HMMs for Unusual Event Detection, , and , Idiap-RR-80-2004 |
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| Semi-supervised Adapted HMMs for Unusual Event Detection, , , and , in: Pro. IEEE CVPR, 2005 |
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| Modeling Individual and Group Actions in Meetings With Layered HMMs, , , , and , in: IEEE Transaction on Multimedia, June, 2006, 2004 |
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| Modeling Individual and Group Actions in Meetings: a Two-Layer HMM Framework, , , , and , in: the Second IEEE Workshop on Event Mining: Detection and Recognition of Events in Video, In Association with CVPR, 2004 |
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| Multimodal Group Action Clustering in Meetings, , , , and , in: ACM 2nd International Workshop on Video Surveillance & Sensor Networks in conjunction with 12th ACM International Conference on Multimedia, 2004 |
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| Multimodal Group Action Clustering in Meetings, , , , and , Idiap-RR-24-2004 |
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| Modeling Individual and Group Actions in Meetings With Layered HMMs, , , , and , Idiap-RR-33-2004 |
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| Modeling Individual and Group Actions in Meetings: a Two-Layer HMM Framework, , , , and , Idiap-RR-09-2004 |
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| Learning influence among interacting Markov chains, , , and , in: NIPS, 2005 |
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| Learning influence among interacting Markov chains, , , and , Idiap-RR-48-2005 |
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| Modeling Interactions from Email Communication, , , and , Idiap-RR-51-2005 |
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| Real-Time Face Detection Using Boosting Learning in Hierarchical Feature Spaces, , and , in: the International Conference on Pattern Recognition (ICPR), 2004 |
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| Real-Time Face Detection Using Boosting Learning in Hierarchical Feature Spaces, , and , Idiap-RR-70-2003 |
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| Consistent Autoformalization for Constructing Mathematical Libraries, , and , in: The 2024 Conference on Empirical Methods in Natural Language Processing, 2024 |
| Formalizing Complex Mathematical Statements with LLMs: A Study on Mathematical Definitions, , and , in: The 2025 Conference on Empirical Methods in Natural Language Processing (best resource paper award), 2025 |
| MASA: A Modular Framework for LLM-Driven Multi-Agent Systems for Autoformalization, , and , in: Demonstration at the 2025 Conference on Empirical Methods in Natural Language Processing, 2025 |
| Learning problem decomposition for efficient sequential multi-object manipulation planning, , , and , in: IEEE Robotics and Automation Letters, 2025 |
| Logic Learning from Demonstrations for Multi-step Manipulation Tasks in Dynamic Environments, , , and , in: IEEE Robotics and Automation Letters, 2024 |
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| Quasi-symbolic Semantic Geometry over Transformer-based Variational AutoEncoders, , and , in: 29th Conference on Computational Natural Language Learning (nominated for a best paper award), 2025 |
| Learning Disentangled Semantic Spaces of Explanations via Invertible Neural Networks, , and , in: The 62nd Annual Meeting of the Association for Computational Linguistics, 2024 |
| Improving Semantic Control in Discrete Latent Spaces with Transformer Quantized Variational Autoencoders, , , , and , in: Findings of the 18th Conference of the European Chapter of the Association for Computational Linguistics (EACL 2024), 2024 |
| Learning to Disentangle Latent Reasoning Rules with Language VAEs: A Systematic Study, , , and , in: The 40th Annual AAAI Conference on Artificial Intelligence, 2026 |
| Graph-Induced Syntactic-Semantic Spaces in Transformer-Based Variational AutoEncoders, , , , and , in: In Findings of the Association for Computational Linguistics: NAACL 2024, 2024 |
| Encoding Explanatory Knowledge for Zero-shot Science Question Answering, , , and , in: 14th International Conference on Computational Semantics, 2021 |
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| Compound or phrase or in between? Testing Linguistic Criteria for Compoundhood in English, and , in: Word Structure, 13(2):250-281, 2020 |
| Integrated transcriptome landscape of ALS identifies genome instability linked to TDP-43 pathology, , , , , , , , , , , , , and , in: Nature Communications, 2023 |
| Meta-analysis of the amyotrophic lateral sclerosis spectrum uncovers genome instability, , , , , , , , , , , and , in: BioRxiv, 2022 |
| Innovators@SMM4H'22: An Ensembles Approach for self-reporting of COVID-19 Vaccination Status Tweets, , , , and , in: International Conference on Computational Linguistics (COLING 2022), 2022 |
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| Empirical validations of multilingual annotation schemes for discourse relations, , , and , in: 8th Joint ACL-ISO Workshop on Interoperable Semantic Annotation, 2012 |
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| Discourse connectives: theoretical models and empirical validations in humans and computers, and , in: Papers dedicated to Jacques Moeschler, University of Geneva, 2014 |
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