All publications
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2024
| Understanding the effects of language-specific class imbalance in multilingual fine-tuning, and , in: Findings of the European chapter of Association for Computational Linguistics, 2024, 2024 |
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| Vulnerability of Face Age Verification to Replay Attacks, , , and , in: IEEE International Conference on Acoustics, Speech, and Signal Processing, 2024 |
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| EdgeFace : Efficient Face Recognition Model for Edge Devices, , , , and , in: IEEE Transactions on Biometrics, Behavior, and Identity Science, 2024 |
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| PRIMIS: Privacy-Preserving Medical Image Sharing via Deep Sparsifying Transform Learning with Obfuscation, , , , , , , and , in: Journal of Biomedical Informatics, Elsevier, 150, 2024 |
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| Deep Variational Privacy Funnel: General Modeling with Applications in Face Recognition, , and , in: 49th IEEE International Conference on Acoustics, Speech and Signal Processing, IEEE, 2024 |
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| Heterogeneous Face Recognition Using Domain Invariant Units, and , in: IEEE International Conference on Acoustics, Speech and Signal Processing, 2024 |
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| Safe Deep Neural Networks, , EPFL, 2024 |
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| Verification of an open-source Python library for the simulation of district heating networks with complex topologies, and , in: Energy, 290, 2024 |
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| Absolute retinal blood flow in healthy eyes and in eyes with retinal vein occlusion, , , , , , , and , in: Microvascular Research, 152, 2024 |
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| Multitask Speech Recognition and Speaker Change Detection for Unknown Number of Speakers, , , , , , , and , in: Proceedings of the 49th IEEE International Conference on Acoustics, Speech, & Signal Processing (ICASSP) 2024, Seoul, Republic of Korea, pages 12592-12596, IEEE, 2024 |
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| Fine-tuning Self-Supervised Models For Language Identification Using Orthonormal Constraint, , , , , , and , in: Proceedings of the 49th IEEE International Conference on Acoustics, Speech, & Signal Processing (ICASSP), pages 11921-11925, 2024 |
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| Online Learning of Continuous Signed Distance Fields Using Piecewise Polynomials, , and , in: IEEE Robotics and Automation Letters (RA-L), 9(6):6020-6026, 2024 |
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| Probability-Aware Word-Confusion-Network-to-Text Alignment Approach for Intent Classification, , , , , , , and , in: Proceedings of the 49th IEEE International Conference on Acoustics, Speech, & Signal Processing (ICASSP) 2024, Seoul, Republic of Korea, pages 12617-12621, IEEE, 2024 |
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| CONTEXTUAL BIASING METHODS FOR IMPROVING RARE WORD DETECTION IN AUTOMATIC SPEECH RECOGNITION, , , , , , , and , in: Proceedings of the 49th IEEE International Conference on Acoustics, Speech, & Signal Processing (ICASSP) 2024, Seoul, Korea, 2024 |
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| SYLLABLE LEVEL FEATURES FOR PARKINSON'S DISEASE DETECTION FROM SPEECH, and , in: ICASSP, 2024 |
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| CONTENT-BASED OBJECTIVE EVALUATION OF ARTIFICIALLY GENERATED SIGN LANGUAGE VIDEOS, , , , , and , in: ICASSP, 2024 |
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| Bi-directional Training for Composed Image Retrieval via Text Prompt Learning, , , , and , in: IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), 2024 |
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| A Symbolic Framework for Systematic Evaluation of Mathematical Reasoning with Transformers, , , and , in: Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics (NAACL), 2024 |
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| Candidate Set Re-ranking for Composed Image Retrieval with Dual Multi-modal Encoder, , , and , in: Transactions on Machine Learning Research (TMLR), 2024 |
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| Selective Mixup Helps with Distribution Shifts, But Not (Only) because of Mixup, , and , in: International Conference on Machine Learning (ICML), 2024 |
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| ZooPFL: Exploring Black-box Foundation Models for Personalized Federated Learning, , , , , , , , and , in: NeurIPS 2024 Workshop on Federated Learning, 2024 |
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| Tensor Train for Global Optimization Problems in Robotics, , , and , in: International Journal of Robotics Research, 43(6):811-839, 2024 |
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| EdgeFace: Efficient Face Recognition Model for Edge Devices, , , , and , Idiap-RR-01-2024 |
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| 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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| Estimating Breathing Pattern from Raw Speech Waveform and Short-term Speech Spectrum using Neural Networks, , , , and , Idiap-RR-12-2024 |
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2023
| Building Structured Synthetic Datasets: The Case of Blackbird Language Matrices (BLMs), , , and , in: Proceedings of the 9th Italian Conference on Computational Linguistics, 2023 |
| Blackbird Language Matrices Tasks for Generalization, , , and , in: Proceedings of the 1st GenBench Workshop on (Benchmarking) Generalisation in NLP, ACL, 2023 |
| BLM-s/lE: A structured dataset of English spray-load verb alternations for testing generalization in LLMs., , , and , in: Findings of the Association for Computational Linguistics: EMNLP 2023, 2023 |
| BLM-AgrF: A New French Benchmark to Investigate Generalization of Agreement in Neural Networks., , , , and , in: Proceedings of the 17th Conference of the European Chapter of the Association for Computational Linguistics, 2023 |
| Strong and Efficient Baselines for Open Domain Conversational Question Answering, , and , in: Findings of EMNLP, Association for Computational Linguistics, 2023 |
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| IRL-Net: Inpainted Region Localization Network via Spatial Attention, , , , , and , in: IEEE Access, 11, 2023 |
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| Factors that Affect Personalization of Robots for Older Adults, , and , in: CONCATENATE Workshop at HRI 2023 in Stockholm, Sweden, 2023 |
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| Generalization and Personalization of Machine Learning for Multimodal Mobile Sensing in Everyday Life, , EPFL, 2023 |
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| Transformers as Graph-to-Graph Models, , , and , in: Big Picture Workshop at EMNLP 2023, 2023 |
| Nonparametric Variational Regularisation of Pretrained Transformers, and , in: ArXiv, 2023 |
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| Loose and Tight: Creative Formation but Rigid Use of Nominal Compounds in Conspiracist Texts, , and , in: The Journal of Creative Behavior, 2023 |
| From Zero Energy to Zero Power Buildings: a new paradigm for a sustainable transition of the building stock, , and , in: Sustainable Cities and Society, 2023 |
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| Automatic Speech Analysis Framework for ATC Communication in HAAWAII, , , , , and , in: 13th SESAR Innovation Days, 2023 |
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| International Conference on the Voynich Manuscript 2022, , , , , , and , in: Proceedings of the International Conference on Historical Cryptology, 2023 |
| Findings of the IWSLT 2023 evaluation campaign, , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , and , in: Proceedings of the IWSLT conference, 2023 |
| Data-driven Urban Building Energy Modeling with Machine Learning in Satom (CH), , and , in: 6th International IEEE Conference AND Workshop in Obuda on Electrical and Power Engineering, 2023 |
| A Machine Learning Model for the Prediction of Building Hourly Heating Demand from CityGML Files: Training Workflow and Deployment as an API, , and , in: Proceedings of Building Simulation 2023: 18th Conference of IBPSA, pages 2932 - 2939, 2023 |
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| Data-driven urban building energy modeling in Satom (CH): The energy savings potential and use of available renewable energy sources., , and , Politecnico di Torino, 2023 |
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| Meta-analysis informed machine learning: Supporting cytokine storm detection during CAR-T cell Therapy, , , , , , , , , and , in: Journal of Biomedical Informatics, 142, 2023 |
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| Epidemiological and clinical analysis of polish short-term and long-term travelers returning from tropical countries, , and , in: Travel Medicine and Infectious Disease, 55, 2023 |
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| Defining the role of real-world data in cancer clinical research: the position of the European Organisation for Research and Treatment of Cancer, , and , in: European Journal of Cancer, 2023 |
| A systematic review of biologically-informed deep learning models for cancer: fundamental trends for encoding and interpreting oncology data, , , , and , in: BMC Bioinformatics, 24(198), 2023 |
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| Learning Lessons from the COVID-19 pandemic for Real World Evidence research in Oncology–shared perspectives from an international consortia, , and , in: ESMO Open, 2023 |
| What do individuals with visual impairment need and want from a dialogue-based digital assistant?, , , , and , in: Clinical and Experimental Optometry, 2023 |
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