All publications sorted by journal and type
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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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| ZooPFL: Exploring Black-box Foundation Models for Personalized Federated Learning, , , , , , , , 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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Computer Vision - ECCV 2016 (2016)
| Learning to Refine Object Segments, , , and , in: Computer Vision - ECCV 2016, Amsterdam, pages 75-91, Springer, 2016 |
[DOI] [URL] |
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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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 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
2024
| Performing And Detecting Backdoor Attacks on Face Recognition Algorithms, , 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 |
[DOI] |
| 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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| Interpretable Representation Learning and Evaluation for Abstractive Summarization, , École polytechnique fédérale de Lausanne, 2023 |
[DOI] [URL] |
| Learning and Optimization of Anticipatory Feedback Controllers for Robot Manipulation, , École Polytechnique Fédérale de Lausanne, 2023 |
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| Modeling Structured Data in Attention-based Models, , EPFL, 2023 |
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| Novel Methods For Detection And Analysis Of Atypical Aspects In Speech, , École Polytechnique Fédérale de Lausanne, 2023 |
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| On matching data and model in LF-MMI-based dysarthric speech recognition, , École polytechnique fédérale de Lausanne, 2023 |
[DOI] [URL] |
| Practical computational imaging by use of spatiotemporal light modulation: from simulations to applications in biological microscopy, , EPFL, 2023 |
[DOI] |
| Privacy-Preserving Machine Learning on Graphs, , EPFL, 2023 |
[DOI] |
| Sparse Autoencoders for Speech Modeling and Recognition, , École polytechnique fédérale de Lausanne, 2023 |
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| Text Representation Learning for Low Cost Natural Language Understanding, , École polytechnique fédérale de Lausanne, 2023 |
[DOI] [URL] |
2022
| Automatic pathological speech assessment, , École polytechnique fédérale de Lausanne, 2022 |
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| Controllability and Interpretability in Affective Speech Synthesis, , École polytechnique fédérale de Lausanne, 2022 |
[DOI] [URL] |
| Efficient Transformer-Based Speech Recognition, , École polytechnique fédérale de Lausanne, 2022 |
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| Memory of Motion for Initializing Optimization in Robotics, , École Polytechnique Fédérale de Lausanne, 2022 |
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| Stop Wasting my FLOPS: Improving the Efficiency of Deep Learning Models, , École Polytechnique Fédérale de Lausanne, 2022 |
[DOI] |
| Using synthetic fingerprint images to test the performance of an AFIS system, , Université de Lausanne, 2022 |
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2021
| Deep Learning Approaches for Auditory Perception in Robotics, , École polytechnique fédérale de Lausanne, 2021 |
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| Efficient Depth-based Deep Learning Methods for Multi-Party Pose Estimation, , École polytechnique fédérale de Lausanne, 2021 |
[DOI] |
| Explainable Phonology-based Approach for Sign Language Recognition and Assessment, , Ecole Polytechnique Fédérale de Lausanne, 2021 |
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| Gradient-based Methods for Deep Model Interpretability, , École polytechnique fédérale de Lausanne, 2021 |
[DOI] |
| Learning strategies and representations for intuitive robot learning from demonstration, , EPFL, 2021 |
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| Modeling and Inferring Attention between Humans or for Human-Robot Interactions, , Ecole Polytechnique Federale de Lausanne, 2021 |
[DOI] [URL] |
| Novel Methods for Incorporating Prior Knowledge for Automatic Speech Assessment, , École polytechnique fédérale de Lausanne (EPFL), 2021 |
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2020
| Accurate Nod and 3D Gaze Estimation for Social Interaction Analysis, , EDEE, EPFL, 2020 |
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| Active Illumination and Computational Methods for Temporal and Spectral Super-Resolution Microscopy, , EPFL, 2020 |
[DOI] |
| Context is Everything: Using a Smartphone App to Capture Young People's Drinking Behaviours, Cognitions, Environments, and Consequences, , La Trobe University, Melbourne, Australia, 2020 |
[DOI] |
| Deep Generative Models and Applications, and , EPFL, 2020 |
[DOI] [URL] |
| Detection of disguised speech in forensic science by humans and automatic systems, , Université de Lausanne Ecole des Sciences Criminelles, 2020 |
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| Discourse Phenomena in Machine Translation, , École polytechnique fédérale de Lausanne, 2020 |
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