All publications sorted by journal and type
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ACL (2021)
| Parameter-efficient Multi-task Fine-tuning for Transformers via Shared Hypernetworks, , , and , in: ACL, 2021 |
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Under review (2023)
| Shortcut Bias Mitigation via Ensemble Diversity Using Diffusion Probabilistic Models, , , , , and , in: Under review, 2023 |
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Proceedings of the ACM Multimedia Conference (2012)
| Bob: a free signal processing and machine learning toolbox for researchers, , , , , and , in: Proceedings of the ACM Multimedia Conference, 2012 |
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The 4th Workshop on Recommender Systems for Human Resources, in conjunction with the 18th ACM Conference on Recommender Systems (2024)
| Hardware-effective Approaches for Skill Extraction in Job Offers and Resumes, , , , , , and , in: The 4th Workshop on Recommender Systems for Human Resources, in conjunction with the 18th ACM Conference on Recommender Systems, 2024 |
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Computer Vision - ECCV 2016 (2016)
| Learning to Refine Object Segments, , , and , in: Computer Vision - ECCV 2016, Amsterdam, pages 75-91, Springer, 2016 |
[DOI] [URL] |
European Conference on Computer Vision Workshops (2024)
| Synthetic to Authentic: Transferring Realism to 3D Face Renderings for Boosting Face Recognition, , and , in: European Conference on Computer Vision Workshops, 2024 |
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International Conference on Acoustics, Speech and Signal Processing (2024)
| COMPARING DATA-DRIVEN AND HANDCRAFTED FEATURES FOR DIMENSIONAL EMOTION RECOGNITION, , and , in: International Conference on Acoustics, Speech and Signal Processing, 2024 |
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ICASSP'08 (2008)
| Hierarchical Integration of Phonetic and Lexical Knowledge in Phone Posterior Estimation, and , in: ICASSP'08, 2008 |
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ICSLP'08 (2008)
| In-Context Phone Posteriors as Complementary Features for Tandem ASR, and , in: ICSLP'08, 2008 |
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63rd Annual Meeting of the Association for Computational Linguistics (2025)
| 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 |
[DOI] [URL] |
2004
| An Online Audio Indexing System, , and , 2004 |
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Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) (2023)
| ChildPlay: A New Benchmark for Understanding Children's Gaze Behaviour, , and , in: Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV), 2023 |
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2004
| LP-TRAP: Linear predictive temporal patterns, , and , 2004 |
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International Joint Conference on Biometrics 2011 (2011)
| Counter-Measures to Photo Attacks in Face Recognition: a public database and a baseline, and , in: International Joint Conference on Biometrics 2011, 2011 |
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International Conference on Speech and Language Processing, Interspeech (2010)
| Audio–Visual Synchronisation for Speaker Diarisation, , and , in: International Conference on Speech and Language Processing, Interspeech, Makuhari, Japan, 2010 |
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Proceedings of Interspeech (2025)
| Speech power spectra: a window into neural oscillations in Parkinson’s disease, and , in: Proceedings of Interspeech, 2025 |
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Proceedings of the Second Workshop on Text Simplification, Accessibility and Readability (2023)
| 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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2004
Publications of type Mastersthesis
1995
| Optimisation de réseaux de neurones, , {EPFL}, Lausanne, Switzerland, 1995 |
Publications of type Phdthesis
2026
| Advancing Neural Representations for Paralinguistic Analysis: From Speech Emotion to Parkinson’s Disease Assessment, , EPFL, 2026 |
[DOI] [URL] |
| Contact-rich Manipulation with Tensor Networks: Structured Approximation for Efficient Planning, Control and Learning, , École Polytechnique Fédérale de Lausanne, 2026 |
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| CONTEXTUALISATION OF AUTOMATIC SPEECH RECOGNITION AND RELATED APPLICATIONS, , University of Zurich, Faculty of Arts, 2026 |
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| Foundation Models for Spoken Language Understanding : Capability, Efficiency, and Application, , EPFL, 2026 |
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| Parameter efficient models for domain specific speech and language recognition, , Brno University of Technology, Faculty of Information Technology, 2026 |
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2025
| Advancing Phonology-Based Sign Language Assessment: From Learner to Machine-Generated Videos, , Ecole polytechnique fédérale de Lausanne (EPFL), 2025 |
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| Efficient Adaptation for Speech Technology, , EPFL, 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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| Nonparametric Variational Information Bottleneck: Attention-based Architectures as Latent Variable Models, , EPFL, 2025 |
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| Robot Manipulation with Geometric Algebra: A Unified Geometric Framework for Control and Optimization, , EDEE, 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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| Transferability of Learnt Speech Representations for Decoding Non-Human Vocal Communication, , Ecole Polytechnique Fédérale de Lausanne, 2025 |
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2024
| A Stochastic Approach to Contact-rich Manipulation, , Ecole Polytechnique Fédérale de Lausanne, 2024 |
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| Biologically Inspired Spiking Neural Networks for Speech Recognition, , EPFL/EDEE, 2024 |
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| Discovering Meaningful Units from Text Sequences, , EPFL, 2024 |
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| Extending Capabilities of Attention-based Models, , EDIC - EPFL, 2024 |
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| Fast and Future: Towards Efficient Forecasting in Video Semantic Segmentation, , Ecole polytechnique fédérale de Lausanne (EPFL), 2024 |
[DOI] [URL] |
| On the Information in Deep Biometric Templates: from Vulnerability of Unprotected Templates to Leakage in Protected Templates, , EPFL, 2024 |
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| Performing And Detecting Backdoor Attacks on Face Recognition Algorithms, , Ecole Polytechnique Fédérale de Lausanne, 2024 |
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| Robot Learning using Tensor Networks, , Ecole Polytechnique Fédérale de Lausanne, 2024 |
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| Safe Deep Neural Networks, , EPFL, 2024 |
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2023
| Confidence Matters : Applications to Semantic Segmentation, , École polytechnique fédérale de Lausanne, 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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| Generalization and Personalization of Machine Learning for Multimodal Mobile Sensing in Everyday Life, , EPFL, 2023 |
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| Improving Generalization of Pretrained Language Models, , Ecole polytechnique fédérale de Lausanne (EPFL), 2023 |
[DOI] [URL] |
| Interpretable Representation Learning and Evaluation for Abstractive Summarization, , École polytechnique fédérale de Lausanne, 2023 |
[DOI] [URL] |
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