All publications
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2024
| Image-guided topic modeling for interpretable privacy classification, and , in: Proceedings of the European Conference on Computer Vision (ECCV) Workshops, 2024 |
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| Comparing Stability and Discriminatory Power of Hand-crafted Versus Deep Radiomics: A 3D-Printed Anthropomorphic Phantom Study, , , , , , , , , , and , in: Proceedings of the 12th European Workshop on Visual Information Processing, 2024 |
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| Using Backbone Foundation Model for Evaluating Fairness in Chest Radiography Without Demographic Data, , and , in: Proceedings of the IEEE / CVF Computer Vision and Pattern Recognition Conference (CVPR), 2024 |
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| GLoFool: global enhancements and local perturbations to craft adversarial images, and , in: Proceedings of the European Conference on Computer Vision (ECCV) Workshops, 2024 |
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| Explaining models relating objects and privacy, , , , and , in: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2024 |
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| Sparse multi-view hand-object reconstruction for unseen environments, , and , in: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops, 2024 |
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| Open-Vocabulary Object 6D Pose Estimation, , , , and , in: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2024 |
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| Test-time adaptation for 6D pose tracking, , and , in: Pattern Recognition, 152, 2024 |
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| Training a Filter-Based Model of the Cochlea in the Context of Pre-Trained Acoustic Models, and , in: Acoustics, 6:470 - 488, 2024 |
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| Does Data-Efficient Generalization Exacerbate Bias in Foundation Models?, , , , , and , in: Proceedings of the 18th European Conference on Computer Vision, 2024 |
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| Refining Tuberculosis Detection in CXR Imaging: Addressing Bias in Deep Neural Networks via Interpretability, , and , in: Proceedings of the 12th European Workshop on Visual Information Processing, 2024 |
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| Extending Capabilities of Attention-based Models, , EDIC - EPFL, 2024 |
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| Neurocomputational model of speech recognition for pathological speech detection: a case study on Parkinson’s disease speech detection, and , in: Proceedings of Interspeech, Kos Island, Greece, pages 3590-3594, 2024 |
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| Face Liveness Detection Competition (LivDet-Face) - 2024, , , , , , , , , , , , , , , , , , , , , , , , , , , , , , and , in: IEEE International Joint Conference on Biometrics, 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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| XLSR-Transducer: Streaming ASR for Self-Supervised Pretrained Models, , , , , , , and , Idiap-RR-08-2024 |
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| TokenVerse: Unifying Speech and NLP Tasks via Transducer-based ASR, , , , , , , , and , Idiap-RR-07-2024 |
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| Evaluating the Effectiveness of Attack-Agnostic Features for Morphing Attack Detection, and , in: International Joint Conference on Biometrics, 2024 |
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| On Measuring Linkability of Multiple Protected Biometric Templates using Maximal Leakage, , and , in: IEEE Access, 2024 |
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| Towards Wine Tasting Activity Recognition for a Digital Sommelier, , , and , in: Proc. ACM Workshop on Exploring Innovative Technology for Commensality and Human-Food Interaction, 2024 |
| Integrating large language models and ASR systems using confidence measures and prompting, , Idiap-Com-02-2024 |
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| On the Utility of Speech and Audio Foundation Models for Marmoset Call Analysis, and , in: 4th International Workshop on Vocal Interactivity in-and-between Humans, Animals and Robots, 2024 |
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| Sentiment Analysis using pretrained LLMs, , and , Idiap-RR-05-2024 |
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| Score Normalization for Demographic Fairness in Face Recognition, , , , and , in: IEEE International Joint Conference on Biometrics (IJCB 2024), 2024 |
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| A Novel and Responsible Dataset for Face Presentation Attack Detection on Mobile Devices, , , , , and , in: The IEEE International Joint Conference on Biometrics, Buffalo, New York, pages 8, 2024 |
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| Vascular Biometrics Experiments on Candy -- A New Contactless Finger-Vein Dataset, , , , and , in: Proceedings of the International Conference on Pattern Recognition (ICPR), Calcutta (India), 2024 |
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| SWEET - An Open Source Modular Platform for Contactless Hand Vascular Biometric Experiments, , , , and , in: arXiv, 2024 |
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| Assessing the Reliability of Biometric Authentication on Virtual Reality Devices, , and , in: Proceedings of IEEE International Joint Conference on Biometrics, 2024 |
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| Towards interfacing large language models with ASR systems using confidence measures and prompting, , , , and , in: Proceedings of Interspeech, pages 2980-2984, 2024 |
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| Entity Matching Across Small Networks Using Node Attributes, , , , , , , , , and , in: ECAI 2024 - 27th European Conference on Artificial Intelligence, October 19-24, 2024, Santiago de Compostela, Spain - Including 13th Conference on Prestigious Applications of Intelligent Systems (PAIS 2024), Proceedings, 2024 |
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| Mapping the Media Landscape: Predicting Factual Reporting and Political Bias Through Web Interactions, , , and , in: Proceedings of the 15th International Conference of the CLEF Association: Experimental IR Meets Multilinguality, Multimodality, and Interaction, Grenoble, France, pages 127-138, Springer Nature Switzerland, 2024 |
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| A System for Human-Robot Teaming through End-User Programming and Shared Autonomy, , , , , and , in: Proceedings of the 2024 ACM/IEEE International Conference on Human-Robot Interaction, pages 231-239, 2024 |
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| Generative AI Literacy: Twelve Defining Competencies, , and , in: ACM Digital Government: Research and Practice, 2024 |
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| Feature Representations for Automatic Meerkat Vocalization Classification, , , and , Idiap-RR-06-2024 |
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| VRBiom: A New Periocular Dataset for Biometric Applications of HMD, , and , Idiap-RR-03-2024 |
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| gafro: Geometric Algebra for Robotics, , and , in: IEEE Robotics and Automation Magazine, 2024 |
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| Automated Sign Language Vocabulary Assessment: Comparing Human and Machine Ratings and Studying Learner Perceptions, , , , , , and , in: Language Assessment Quaterly, 2024 |
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| M3BAT: Unsupervised Domain Adaptation for Multimodal Mobile Sensing with Multi-Branch Adversarial Training, , and , in: PACM on Interactive, Mobile, Wearable, and Ubiquitous Technologies (IMWUT), 8(2):46, 2024 |
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| Latent Enhancing AutoEncoder for Occluded Image Classification, , in: Proceedings of International Conference on Image Processing, 2024 |
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| Group Membership Verification via Nonlinear Sparsifying Transform Learning, , , , , , and , in: IEEE Access, 12:86739-86751, 2024 |
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| Performing And Detecting Backdoor Attacks on Face Recognition Algorithms, , Ecole Polytechnique Fédérale de Lausanne, 2024 |
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| Logic Learning from Demonstrations for Multi-step Manipulation Tasks in Dynamic Environments, , , and , in: IEEE Robotics and Automation Letters, 2024 |
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| Demographic Fairness Transformer for Bias Mitigation in Face Recognition, and , in: Proceedings of IEEE International Joint Conference on Biometrics (IJCB2024), 2024 |
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| Modality Agnostic Heterogeneous Face Recognition with Switch Style Modulators, and , in: IEEE International Joint Conference on Biometrics, 2024 |
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| ChatGPT and biometrics: an assessment of face recognition, gender detection, and age estimation capabilities, , , , and , in: 2024 IEEE International Conference on Image Processing (ICIP), 2024 |
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| Predicting Heart Activity from Speech using Data-driven and Knowledge-based features, , and , in: Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH, 2024 |
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| Cross-transfer Knowledge between Speech and Text Encoders to Evaluate Customer Satisfaction, , , , and , in: Interspeech, Kos Island, Greece, ISCA, 2024 |
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| Speech and Language Recognition with Low-rank Adaptation of Pretrained Models, , , , and , in: Interspeech 2024, pages 2825--2829, 2024 |
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| Breaking Template Protection: Reconstruction of Face Images from Protected Facial Templates, and , in: 18th International Conference on Automatic Face and Gesture Recognition (FG), 2024 |
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