All publications sorted by recency
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| Transformers Pretrained on Procedural Data Contain Modular Structures for Algorithmic Reasoning, , , , and , in: ICML 2025 Workshop on Methods and Opportunities at Small Scale, 2025 |
| Do We Always Need the Simplicity Bias? Looking for Optimal Inductive Biases in the Wild, , , and , in: The IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2025 |
| OOD-Chameleon: Is Algorithm Selection for OOD Generalization Learnable?, and , in: Forty-Second International Conference on Machine Learning, 2025 |
| MM-HSD: Multi-Modal Hate Speech Detection in Videos, , , , and , in: Proceedings of the 33rd ACM International Conference on Multimedia (MM'25), October 27-31, 2025, Dublin, Ireland., 2025 |
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| Chain-of-Model Learning for Language Model, , , , , , , , , , , , , , , , and , in: 39th Conference on Neural Information Processing Systems, 2025 |
| CoRet: Improved Retriever for Code Editing, , in: Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers), 2025 |
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| Fine-Tuning Pretrained Models with NVIB for Improved Generalisation, , , , , , , , , , and , in: Workshop on Spurious Correlation and Shortcut Learning: Foundations and Solutions, 2025 |
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| Nonparametric Variational Information Bottleneck: Attention-based Architectures as Latent Variable Models, , EPFL, 2025 |
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| Detecting Text Manipulation in Images using Vision Language Models, , , , , and , in: 36th British Machine Vision Conference 2025, 2025 |
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| Idiap kNN-TTS System for the Blizzard Challenge 2025, , , and , in: Blizzard Challenge Workshop, 2025 |
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| Better Semi-supervised Learning for Multi-domain ASR Through Incremental Retraining and Data Filtering, , , , , , , , , , , , and , in: Interspeech 2025, Rotterdam, The Netherlands, pages 3618--3622, 2025 |
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| The Greatest Challenge For Startups: Computational Text Analysis on Swiss Ventures, , , , and , in: Academy of Management Proceedings 2025., 2025 |
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| Unifying Global and Near-Context Biasing in a Single Trie Pass., , , , , , , , , , , and , in: Text, Speech, and Dialogue. TSD 2025. Lecture Notes in Computer Science, Springer, Springer, 2025 |
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| ArtFace: Towards Historical Portrait Face Identification via Model Adaptation, , and , in: (Non-Archival), pages 4, 2025 |
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| On Detection of Depression in Parkinson's Disease Patients' Speech: Handcrafted Features vs. Speech Foundation Models, , , and , in: Automatic Assessment of Parkinsonian Speech, Springer Nature Switzerland AG, 2025 |
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| Specializing General-purpose LLM Embeddings for Implicit Hate Speech Detection across Datasets, , , , and , in: Proceedings of the 2nd International Workshop on Diffusion of Harmful Content on Online Web (DHOW '25), October 27--28, 2025, Dublin, Ireland, 2025 |
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| TokenVerse++: Towards Flexible Multitask Learning with Dynamic Task Activation, , , , , , , , , , and , in: 2025 IEEE Automatic Speech Recognition and Understanding Workshop (ASRU), IEEE, 2025 |
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| Foundation Models and Biometrics: A Survey and Outlook, and , in: IEEE Transactions on Information Forensics and Security, 2025 |
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| Enhancing Speaker Diarization using Correlation-Based Clustering Initialization, , , and , Idiap-RR-09-2025 |
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| DeepID Challenge of Detecting Synthetic Manipulations in ID Documents, , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , and , in: International Conference on Computer Vision (ICCV), 2025 |
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| Accelerating Criminal Investigations with TRACY, , , , , , , and , in: 16th EAI International Conference on Digital Forensics & Cyber Crime, 2025 |
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| EdgeDoc: Hybrid CNN-Transformer Model for Accurate Forgery Detection and Localization in ID Documents, and , Idiap-RR-08-2025 |
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| Tokenwise Contrastive Speech and Text Pre-Training for Speech Emotion Recognition, and , Idiap-RR-07-2025 |
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| Review of Demographic Fairness in Face Recognition, and , in: IEEE Transactions on Biometrics, Behavior, and Identity Science, 2025 |
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| Speech power spectra: a window into neural oscillations in Parkinson’s disease, and , in: Proceedings of Interspeech, 2025 |
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| Identity-Preserving Aging and De-Aging of Faces in the StyleGAN Latent Space, , and , in: 2025 IEEE International Joint Conference on Biometrics (IJCB), IEEE, 2025 |
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| Second Competition on Presentation Attack Detection on ID Card, , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , and , in: IEEE International Joint Conference on Biometrics (IJCB), 2025 |
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| Decoding community proximity discourse: A mixed-methods comparative analysis of online local and national newspapers in Romandy, Switzerland, and , in: PLOS One, 2025 |
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| Securing Face and Fingerprint Templates in Humanitarian Biometric Systems, , , , and , in: Proceedings of the International Joint Conference on Biometrics (IJCB 2025), Osaka, Japan, IEEE, 2025 |
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| FantasyID: A dataset for detecting digital manipulations of ID-documents, , , , and , in: Proceedings of IEEE International Joint Conference on Biometrics, 2025 |
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| Investigation of accuracy and bias in face recognition trained with synthetic data, , , , , and , in: Proceedings of IEEE International Joint Conference on Biometrics, 2025 |
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| Transferability of Learnt Speech Representations for Decoding Non-Human Vocal Communication, , Ecole Polytechnique Fédérale de Lausanne, 2025 |
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| Optimizing Fairness and Utility in Healthcare Machine Learning Models, , , and , in: Applied Soft Computing, 181(113426), 2025 |
| Enhancing Domain Diversity in Synthetic Data Face Recognition with Dataset Fusion, and , in: Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops, 2025 |
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| Second FRCSyn-onGoing: Winning Solutions and Post-Challenge Analysis to Improve Face Recognition with Synthetic Data, , , , and , in: Information Fusion, 2025 |
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| FaceLLM: A Multimodal Large Language Model for Face Understanding, and , in: Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops, 2025 |
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| xEdgeFace: Efficient Cross-Spectral Face Recognition for Edge Devices, and , in: International Joint Conference on Biometrics (IJCB 2025), IEEE., 2025 |
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| The Invisible Threat: Evaluating the Vulnerability of Cross-Spectral Face Recognition to Presentation Attacks, and , in: International Joint Conference on Biometrics (IJCB 2025), IEEE., 2025 |
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| Improving ASR and Callsign Detection in Air Traffic Control Speech using Whisper Prompting, , and , Idiap-RR-04-2025 |
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| Face morphing attacks in the era of deepfakes: risks, detection & source attribution, , Université de Lausanne, 2025 |
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| On the Nature of Explanation: An Epistemological-Linguistic Perspective for Explanation-Based Natural Language Inference, and , in: Philosophy & Technology, 2025 |
| Children's Voice Privacy: First Steps and Emerging Challenges, , , , , and , in: Proceedings of Interspeech, 2025 |
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| Unveiling Audio Deepfake Origins: A Deep Metric learning And Conformer Network Approach With Ensemble Fusion, , , and , in: Proceedings of Interspeech, 2025 |
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| Multimodal Prosody Modeling: A Use Case for Multilingual Sentence Mode Prediction, and , in: Proceedings of Interspeech, 2025 |
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| Automatic transformer-based grading of multiple retinal inflammatory signs in uveitis on fluorescein angiography, , , , , , , , , , , , , and , in: Computers in Biology and Medicine, 193(110327), 2025 |
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| STM-GNN: Space-Time-and-Memory Graph Neural Networks for Predicting Multi-Drug Resistance Risks in Dynamic Patient Networks, , , , , and , in: International Conference on Artificial Intelligence in Medicine, Pavia, Italy, 2025 |
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| Synthetic Face Datasets Generation via Latent Space Exploration from Brownian Identity Diffusion, , and , in: The Forty-second International Conference on Machine Learning (ICML), 2025 |
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| HintsOfTruth: A Multimodal Checkworthiness Detection Dataset with Real and Synthetic Claims, , , and , in: The 63rd Annual Meeting of the Association for Computational Linguistics, 2025 |
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| Co-Designing with Multiple Stakeholders and Datasets: A Community-Centered Process to Understand Youth Deviance in the Italian City of Turin, , , , , , , , , and , in: Proceedings of the 12th International Conference on Communities & Technologies, pages 81-97, Association for Computing Machinery, 2025 |
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