All publications
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2024
| Mitigating Demographic Bias in Face Recognition via Regularized Score Calibration, and , in: IEEE/CVF Winter Conference on Applications of Computer Vision Workshops, IEEE/CVF, 2024 |
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| ProGAP: Progressive Graph Neural Networks with Differential Privacy Guarantees, and , in: The 17th ACM International Conference on Web Search and Data Mining, 2024 |
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2023
| Human-Robot Collaboration in a Sanding Task, , , , , , , , and , in: Proceedings of the Human Factors and Ergonomics Society Annual Meeting, 2023 |
| Towards Improved Replicability of Human Studies in Human-Robot Interaction: Recommendations for Formalized Reporting, , , , , , , , , , and , in: Companion of the 2023 ACM/IEEE International Conference on Human-Robot Interaction, pages 629-633, 2023 |
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| Combating COVID-19 with charisma: Evidence on governor speeches in the United States, , , , , , and , in: The Leadership Quarterly, 2023 |
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| Diversity and neocolonialism in Big Data research: Avoiding extractivism while struggling with paternalism, , , , , , and , in: Big Data & Society, 2023 |
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| Integrated transcriptome landscape of ALS identifies genome instability linked to TDP-43 pathology, , , , , , , , , , , , , and , in: Nature Communications, 2023 |
| RNA at a breaking point? Cytoplasmic cleavage and other post-transcriptional RNA processing in neurodevelopment and disease, , and , in: Frontiers in Molecular Neuroscience, 2023 |
| The predicted RNA-binding protein regulome of axonal mRNAs, , , and , in: Genome Research, 2023 |
| Robust Execution of Assembly Policies Using a Pose Invariant Task Representation, , , , , and , in: 20th International Conference on Ubiquitous Robots (UR), Honolulu, HI, USA, IEEE, 2023 |
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| Exploring Human Biometrics: A Focus on Security Concerns and Deep Neural Networks, , in: APSIPA Transactions on Signal and Information Processing, 2023 |
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| Tensor Train for Global Optimization Problems in Robotics, , , and , in: International Journal of Robotics Research:25, 2023 |
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| Whole-Body Ergodic Exploration with a Manipulator Using Diffusion, , and , in: IEEE Robotics and Automation Letters, 8(12), 2023 |
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| The Interpreter Understands Your Meaning: End-to-end Spoken Language Understanding Aided by Speech Translation, and , in: Findings of EMNLP 2023, 2023 |
| Enhancing user acceptance in automated systems with human-centric lighting: the role of visual comfort, personality, and preference, , , , , , , and , in: CISBAT 2023 International scientific conference on the Built Environment in Transition, 2023 |
| SoftGPT: Learn Goal-oriented Soft Object Manipulation Skills by Generative Pre-trained Heterogeneous Graph Transformer, , , and , in: Proc. IEEE/RSJ Intl Conf. on Intelligent Robots and Systems (IROS), 2023 |
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| Customization of Automatic Speech Recognition Engines for Rare Word Detection Without Costly Model Re-Training, , , , , , and , in: Proc. 13th SESAR Innovation Days, Seville, Spain, 2023 |
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| A Multitask and Kernel approach for Learning to Push Objects with a Task-Parameterized Deep Q-Network, , , , and , in: Proc. IEEE/RSJ Intl Conf. on Intelligent Robots and Systems (IROS), 2023 |
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| Reactive Anticipatory Robot Skills with Memory, , and , in: Robotic Research, pages 436-451, Springer, 2023 |
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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 |
| Efficient Grapevine Structure Estimation in Vineyards Conditions, , , and , in: Proceedings of the IEEE/CVF International Conference on Computer Vision, Paris, pages 712--720, 2023 |
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| The AI4Autism Project: A Multimodal and Interdisciplinary Approach to Autism Diagnosis and Stratification, , , , , , , and , in: Companion Publication of the 25th International Conference on Multimodal Interaction, Paris, France, pages 414–425, Association for Computing Machinery, 2023 |
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| Parameter-Efficient Tuning With Adaptive Bottlenecks For Automatic Speech Recognition, , , , , and , in: Proc. of the IEEE Workshop on Automatic Speech Recognition and Understanding, ASRU'23, 2023 |
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| Coordinated Multi-Robot Shared Autonomy Based on Scheduling and Demonstrations, , , , , , , and , in: IEEE Robotics and Automation Letters, 8(12):8335 - 8342, 2023 |
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| The Suisse Romande Local News Dataset, and , Idiap-Com-03-2023 |
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| Assistant Based Speech Recognition Support for Air Traffic Controllers in a Multiple Remote Tower Environment, , , , , , , , , , , , and , in: Aerospace, 10(6), 2023 |
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| Lessons Learned in Transcribing 5000 h of Air Traffic Control Communications for Robust Automatic Speech Understanding, , , , , , , , , , and , in: Aerospace, 10(10), 2023 |
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| An Automatic Speaker Clustering Pipeline for the Air Traffic Communication Domain, , , , , , and , in: Aerospace, 10, 2023 |
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| The Idiap Speech Synthesis System for the Blizzard Challenge 2023, , , and , in: Proc. 18th Blizzard Challenge Workshop, 2023 |
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| Modeling Structured Data in Attention-based Models, , EPFL, 2023 |
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| BLESS: Benchmarking Large Language Models on Sentence Simplification, , , , , , and , in: Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, Singapore, 2023 |
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| Can Language Models Learn Analogical Reasoning? Investigating Training Objectives and Comparisons to Human Performance, and , in: Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, Singapore, Association for Computational Linguistics, 2023 |
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| Development and comparison of adaptive data-driven models for thermal comfort assessment and control, , , , , and , in: Total Environment Research Themes, 8, 2023 |
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| Benefits of Max Pooling in Neural Networks: Theoretical and Experimental Evidence, , and , in: Transactions on Machine Learning Research, 2023 |
| Practical computational imaging by use of spatiotemporal light modulation: from simulations to applications in biological microscopy, , EPFL, 2023 |
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| Blackbox Face Reconstruction from Deep Facial Embeddings Using A Different Face Recognition Model, and , in: Proceedings of the IEEE International Conference on Image Processing (ICIP), Kuala Lumpur, Malaysia, 2023 |
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| Representing Robot Geometry as Distance Fields: Applications to Whole-body Manipulation, , , and , in: Idiap-Internal-RR-39-2023, 2023 |
| Template Inversion Attack against Face Recognition Systems using 3D Face Reconstruction, and , in: Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV), pages 19662-19672, 2023 |
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| Toward High-Resolution Face Image Generation From Coded Aperture Camera, , and , in: IEEE Sensors Letters, 2023 |
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| Affordance segmentation of hand-occluded containers from exocentric images, , , , , and , in: Proceedings of the IEEE/CVF International Conference on Computer Vision Workshops (ICCVW), 2023 |
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| Black-box Attacks on Image Activity Prediction and its Natural Language Explanations, , and , in: Proceedings of the IEEE/CVF International Conference on Computer Vision Workshops (ICCVW), 2023 |
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| Comprehensive Vulnerability Evaluation of Face Recognition Systems to Template Inversion Attacks Via 3D Face Reconstruction, and , in: IEEE Transactions on Pattern Analysis and Machine Intelligence, 2023 |
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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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