All publications sorted by recency
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| Privacy-Preserving Machine Learning on Graphs, , EPFL, 2023 |
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| Document-level Text Simplification with Coherence Evaluation, , , and , in: Proceedings of the Second Workshop on Text Simplification, Accessibility and Readability, 2023 |
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| Generalizable Automatic Classification of Sleep Stages, , Idiap-Com-02-2023 |
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| From Nano to Macro: An overview of the IEEE Bio Image and Signal Processing Technical Committee, , , , , , , , and , in: IEEE Signal Processing Magazine, 40(4):61-71, 2023 |
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| SynthDistill: Face Recognition with Knowledge Distillation from Synthetic Data, , and , in: IEEE International Joint Conference on Biometrics (IJCB 2023), 2023 |
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| Multi-image deconvolution of thermal images with a boundary condition weighting scheme, , , , and , in: Target and Background Signatures IX, International Society for Optics and Photonics, Amsterdam, pages 149-158, SPIE, 2023 |
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| The Unconstrained Ear Recognition Challenge 2023: Maximizing Performance and Minimizing Bias, and , in: IEEE International Joint Conference on Biometrics (IJCB 2023), 2023 |
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| EFaR 2023: Efficient Face Recognition Competition, , , , and , in: IEEE International Joint Conference on Biometrics (IJCB 2023), 2023 |
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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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| Multilingual Extraction and Categorization of Lexical Collocations with Graph-aware Transformers, , , , and , in: Proceedings of the 11th Joint Conference on Lexical and Computational Semantics, Seattle, USA, pages 89–100, 2022 |
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| Characterizing Swiss Alpine Lakes: from Wikipedia to Citizen Science, and , in: ACM Journal on Computing and Sustainable Societies, 2023 |
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| Urban Crowdsourcing Platforms across the World: A Systematic Review, and , in: ACM Digital Government: Research and Practice, 2023 |
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| Understanding the Social Context of Eating with Multimodal Smartphone Sensing: The Role of Country Diversity, , and , in: 25th ACM International Conference on Multimodal Interaction, 2023 |
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| Fully Automatic Grading of Retinal Vasculitis on Fluorescein Angiography Time-lapse from Real-world Data in Clinical Settings, , , , , , , and , in: 2023 IEEE 36th International Symposium on Computer-Based Medical Systems (CBMS), L'Aquila, Italy, 2023, pages 689-693, 2023 |
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| Health Talk: Understanding Practices of Popular Professional YouTubers, , , , and , in: Proceedings of the 21st International Conference on Mobile and Ubiquitous Multimedia, 2022 |
| Novel Methods For Detection And Analysis Of Atypical Aspects In Speech, , École Polytechnique Fédérale de Lausanne, 2023 |
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| Claim-Dissector: An Interpretable Fact-Checking System with Joint Re-ranking and Veracity Prediction, , and , in: Association for Computational Linguistics, Findings of the Association for Computational Linguistics: ACL 2023:10184–10205, 2023 |
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| ChildPlay: A New Benchmark for Understanding Children's Gaze Behaviour, , and , in: Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV), 2023 |
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| Toward responsible face datasets: modeling the distribution of a disentangled latent space for sampling face images from demographic groups, , and , in: IEEE International Joint Conference on Biometrics, 2023 |
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| A Virtual Simulation-Pilot Agent for Training of Air Traffic Controllers, , , , and , in: Aerospace, 10(5), 2023 |
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| Approximating Optimal Morphing Attacks using Template Inversion, , and , in: IEEE International Joint Conference on Biometric, 2023 |
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| Validating Automatic Speech Recognition and Understanding for Pre-Filling Radar Labels-Increasing Safety While Reducing Air Traffic Controllers' Workload, , , , , , , and , in: Aerospace, 10(6):538, 2023 |
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| Learning Joint Space Reference Manifold for Reliable Physical Assistance, , , , , and , in: Proc. IEEE/RSJ Intl Conf. on Intelligent Robots and Systems (IROS), pages 10412-10417, 2023 |
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| A Geometric Optimal Control Approach for Imitation and Generalization of Manipulation Skills, , , , and , in: Robotics and Autonomous Systems, 2023 |
| VP-STO: Via-point-based Stochastic Trajectory Optimization for Reactive Robot Behavior, , , and , in: Proc. IEEE International Conference on Robotics and Automation (ICRA), 2023 |
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| PAAQ: Paired Alternating AcQuisitions for Virtual High Frame Rate Multichannel Cardiac Fluorescence Microscopy, , , and , in: Biological Imaging, 3:e20, 2023 |
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| Efficient compressed sensing reconstruction for 3D fluorescence microscopy using OptoMechanical Modulation Tomography (OMMT) with a 1+2D regularization, and , in: Optics Express, 31(20):31718-31733, 2023 |
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| Can personalised hygienic masks be used to attack face recognition systems?, , , and , in: Proceedings of IEEE International Joint Conference on Biometrics (IJCB2023), 2023 |
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| Vulnerability of Automatic Identity Recognition to Audio-Visual Deepfakes, , , and , in: IEEE International Joint Conference on Biometrics, 2023 |
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| A VAE for Transformers with Nonparametric Variational Information Bottleneck, and , in: The Eleventh International Conference on Learning Representations, 2023 |
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| Bridging the Gap: Heterogeneous Face Recognition with Conditional Adaptive Instance Modulation, and , in: IJCB, 2023 |
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| Idiap Scientific Report 2022, , , , , , , , , , , , , , , , , and , Idiap-RR-05-2023 |
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| Predicting is not understanding: Recognizing and addressing underspecification in machine learning, , and , in: European Conference on Computer Vision, pages 458-476, Springer, 2022 |
| On matching data and model in LF-MMI-based dysarthric speech recognition, , École polytechnique fédérale de Lausanne, 2023 |
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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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| 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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| Text Representation Learning for Low Cost Natural Language Understanding, , École polytechnique fédérale de Lausanne, 2023 |
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| HyperMixer: An MLP-based Low Cost Alternative to Transformers, , , , , , and , in: Proc. of the 61st Annual Meeting of the Association for Computational Linguistics, Association for Computational Linguistics, Toronto, Canada, pages 15632-15654, 2023 |
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| Demonstration-guided Optimal Control for Long-term Non-prehensile Planar Manipulation, , , and , in: Proc. IEEE Intl Conf. on Robotics and Automation (ICRA), pages 4999-5005, 2023 |
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| A benchmark for the simulation of meshed district heating networks based on anonymised monitoring data, and , in: Journal of Physics: Conference Series, IOP Publishing Ltd, 2023 |
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| Verification of PyDHN - a Python library for the thermo-hydraulic simulation of district heating networks - through the DESTEST, , and , in: Proceedings of Building Simulation 2023: 18th Conference of IBPSA, IBPSA, IBPSA, 2023 |
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| Automatic Speech Recognition and Understanding for Radar Label Maintenance Support Increases Safety and Reduces Air Traffic Controllers’ Workload, , , , , , , , , , , and , in: Fifteenth USA/Europe Air Traffic Management Research and Development Seminar (ATM2023), Eurocontrol (Europe), FAA (U.S.), Savannah, Georgia, USA, 2023 |
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| Diffusion Transformer for Adaptive Text-to-Speech, and , in: Proc. 12th ISCA Speech Synthesis Workshop (SSW 12), 2023 |
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| Interpretable Representation Learning and Evaluation for Abstractive Summarization, , École polytechnique fédérale de Lausanne, 2023 |
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| MLP-Hash: Protecting Face Templates via Hashing of Randomized Multi-Layer Perceptron, , and , in: Proceedings of the 31st European Signal Processing Conference, Helsinki, Finland, 2023 |
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| Measuring Linkability of Protected Biometric Templates Using Maximal Leakage, , and , in: IEEE Transactions on Information Forensics and Security, 18:2262 - 2275, 2023 |
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| A Study on the Importance of Formant Transitions for Stop-Consonant Classification in VCV Sequence, , , and , in: Interspeech, Dublin, Ireland, ISCA, 2023 |
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| Multi-IVE: Privacy Enhancement of Multiple Soft-Biometrics in Face Embeddings, , , , , , , and , in: Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2023 |
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| Implicit phonetic information modeling for speech emotion recognition, , and , in: Interspeech, Dublin, Ireland, ISCA, 2023 |
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| Intelligent Technologies: Concepts, Applications, and Future Directions, Volume 2, and , Springer, volume 1098, 2023 |
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