All publications
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2026
| INFLUENCE OF CLEAN SPEECH CHARACTERISTICS ON SPEECH ENHANCEMENT PERFORMANCE, and , in: Proceedings of the 2026 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2026 |
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| GENERALIZABILITY OF PREDICTIVE AND GENERATIVE SPEECH ENHANCEMENT MODELS TO PATHOLOGICAL SPEAKERS, , and , in: Proceedings of the 2026 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2026 |
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| Migrant Voices, Local News: Insights on Bridging Community Needs with Media Content, , , and , in: ACM International Conference on Interactive Media Experiences, 2026 |
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| CONTEXTUALISATION OF AUTOMATIC SPEECH RECOGNITION AND RELATED APPLICATIONS, , University of Zurich, Faculty of Arts, 2026 |
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| Triangulating Temporal Dynamics in Multilingual Swiss Online News, , , and , in: Vol. 20 (2026): Proceedings of the Twentieth International AAAI Conference on Web and Social Media, 2026 |
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| Politics of Questions in News: A Mixed-Methods Study of Interrogative Stances as Markers of Voice and Power, , , and , in: Vol. 20 (2026): Proceedings of the Twentieth International AAAI Conference on Web and Social Media, 2026 |
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| Graph neural network-based surrogate modeling for fast and scalable simulations of meshed district heating networks, , and , in: Energy and AI, 24, 2026 |
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| DDialogue: A Collaborative Framework for Cross-Sectoral Dialogue through Data, , and , in: Participatory Design Conference 2026, , June 15--19, 2026, Milan, Italy, ACM, 2026 |
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| Effects of cool coatings on urban microclimate and outdoor thermal Comfort: A CFD–CitySim pro coupled simulation study, , and , in: Energy and Buildings, 2026 |
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| Advancing Neural Representations for Paralinguistic Analysis: From Speech Emotion to Parkinson’s Disease Assessment, , EPFL, 2026 |
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| The EMN Country Factsheets Structured Dataset, and , Idiap-Com-01-2026 |
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| Rethinking the Role of Collaborative Robots in Rehabilitation, , and , in: Companion Proceedings of the 21st ACM/IEEE International Conference on Human-Robot Interaction (HRI Companion '26), March 16--19, 2026, Edinburgh, Scotland Uk, 2026 |
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| The impact of abstract and object tags on image privacy classification, and , in: Proceedings of the 2026 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2026 |
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| Which private attributes do VLMs agree on and predict well?, , , and , in: Proceedings of the 2026 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2026 |
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| Geometry-aware Policy Imitation, , , , , , and , in: International Conference on Learning Representations, 2026 |
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| A Riemannian Take on Distance Fields and Geodesic Flows in Robotics, , and , in: International Journal of Robotics Research, 2026 |
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| Benchmarking Multimodal Large Language Models for Face Recognition, and , in: Proceedings of the 2025 IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2026 |
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| Reducing Prompt Sensitivity in LLM-based Speech Recognition Through Learnable Projection, , , , , , , , , and , in: ICASSP 2026, 2026 |
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| Text-only adaptation in LLM-based ASR through text denoising, , , , , , , , , , and , in: ICASSP, 2026 |
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| PrivLEX: Detecting legal concepts in images through Vision-Language Models, and , in: arXiv, 2026 |
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| Fair Foundation Models for Medical Image Analysis: Challenges and Perspectives, , , and , in: ACM Transactions on Computing for Healthcare, 2026 |
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| Mitigating Content Effects on Reasoning in Language Models through Fine-Grained Activation Steering, , , , and , in: The 40th Annual AAAI Conference on Artificial Intelligence, 2026 |
| Learning to Disentangle Latent Reasoning Rules with Language VAEs: A Systematic Study, , , and , in: The 40th Annual AAAI Conference on Artificial Intelligence, 2026 |
| Optimizing Supply Temperature Control in District Heating Networks via Differentiable Dynamic Simulation and Gradient Descent, and , in: Construction, Energy, Environment and Sustainability. Proceedings of CEES 2025 (Volume 2: Energy), Springer Singapore, 2026 |
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| Alleviating Forgetfulness of Linear Attention by Hybrid Sparse Attention and Contextualized Learnable Token Eviction, and , Idiap-RR-01-2026 |
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2025
| Minimal neuron ablation triggers catastrophic collapse in the language core of Large Vision-Language Models, , and , in: arXiv, 2025 |
| CarBoN: Calibrated Best-of-N Sampling Improves Test-time Reasoning, , and , in: arXiv, 2025 |
| A Multi-Objective Evaluation Framework for Analyzing Utility-Fairness Trade-Offs in Machine Learning Systems, , , , and , in: The Journal of Machine Learning for Biomedical Imaging, 3:938-957, 2025 |
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| On the Generation of Face Morphs by Inversion of Optimal Morph Embeddings, , and , in: IEEE Transactions on Information Forensics and Security, 2025 |
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| Grey-Box RC Building Models for Intelligent Management of Large-Scale Energy Flexibility: From Mass Modeling to Decentralized Digital Twins, , , , and , in: Energies, 19(1), 2025 |
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| Analogical Structure, Minimal Contextual Cues and Contrastive Distractors: Input Design for Sample-Efficient Linguistic Rule Induction, and , in: arXiv cs.CL.2511.10441, 2025 |
| Leveraging Untranscribed Data for End-to-End Speech and Callsign Recognition in Air-Traffic Communication, , , , and , in: SESAR Innovation Days 2025 (https://www.sesarju.eu/SIDS2025), Eurocontrol, Bled, Slovenia, 2025 |
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| Text-Graph Encoders and Retrieval-Augmented Generation, , EPFL, 2025 |
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| Towards Integrated Processing of Physiological Signals and Speech, , Ecole polytechnique fédérale de Lausanne (EPFL), 2025 |
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| Advancing Phonology-Based Sign Language Assessment: From Learner to Machine-Generated Videos, , Ecole polytechnique fédérale de Lausanne (EPFL), 2025 |
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| Measuring negative emotions and stress through acoustic correlates in speech: A systematic review, , , and , in: PLoS One, 20(7), 2025 |
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| UpSMART: five years of digital innovation in cancer clinical research---achievements, challenges, and recommendations, , , , , , , , , , , , , , , , , , , , , and , in: Frontiers in Digital Health, 7, 2025 |
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| SylloBio-NLI: Evaluating Large Language Models on Biomedical Syllogistic Reasoning, , , , and , in: Annual Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics, 2025 |
| Inductive Learning of Logical Theories with LLMs: A Complexity-graded Analysis, , and , in: The 39th Annual AAAI Conference on Artificial Intelligence, 2025 |
| Synergy and diversity in CLIP: Enhancing performance through adaptive backbone ensembling, , , , , and , in: International Conference on Learning Representations, 2025 |
| Bayesian low-rank learning (Bella): A practical approach to bayesian neural networks, , , , , , , and , in: Proceedings of the AAAI Conference on Artificial Intelligence, 2025 |
| Mysteries of the Deep: Role of Intermediate Representations in Out of Distribution Detection, , , , and , in: Advances in neural information processing systems, 2025 |
| Cancelable Face Biometrics With Soft-Biometric Privacy Enhancement, , , , , , , and , in: IEEE Access, 2025 |
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| Subtask C: Tools and methods to leverage the thermal demand response potential in buildings connected to thermal networks, , , , , , , , , , , , , , , , and , in: EBC Annex 84: Demand Management of Buildings in Thermal Networks, Aalborg University, Denmark, 2025 |
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| Subtask D: Description and comparative analysis of case studies, , , , , , , , , , , , , , , , , , , and , in: EBC Annex 84: Demand Management of Buildings in Thermal Networks, Aalborg University, Denmark, 2025 |
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| Assessing the reliability of archetype-based Urban Building Energy Simulations: A case study analysis in Turin (Italy), , , and , in: Journal of Physics: Conference Series, pages 062028, IOP Publishing, 2025 |
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| OpenBEERS: A digital platform for urban scale simulation of building energy efficiency, , , and , in: Journal of Physics: Conference Series, pages 042013, IOP Publishing, 2025 |
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| Listening to Hypoglycemia: Voice as a Biomarker for Detection of a Medical Emergency Using Machine Learning, , , , , , , , , , , and , in: Diabetes Care, 2025 |
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| Accelerating Antibiotic Discovery with Large Language Models and Knowledge Graphs, , , and , in: 63rd Annual Meeting of the Association for Computational Linguistics, Vienna, pages 693–705, Association for Computational Linguistics, 2025 |
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| An evidence-based guidance framework for neural network system diagrams, , and , in: PLOS One, 2025 |
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