All publications sorted by journal and type
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Proc. of WOz'95: International Workshop on Oz Programming (1995)
| ETC\_vérif, a Prototype of a Cooperative Automatic Speech Recognition System, and , in: Proc. of WOz'95: International Workshop on Oz Programming, IDIAP, Uni. Fribourg, 1995 |
1995 International Symposium on Artificial Neural Networks ({ISANN'95}) (1995)
| Evaluating pruning methods, and , in: 1995 International Symposium on Artificial Neural Networks (ISANN'95), 1995 |
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Proceedings of the International Conference on Neural Networks (1995)
| Gain Elimination form Backpropagation Neural Networks, , and , in: Proceedings of the International Conference on Neural Networks, IEEE, Perth, IEEE, 1995 |
Second Asian Conference on Computer Vision (ACCV'95,',','),
Singapore (1995)
| Handwriting Recognition, , in: Second Asian Conference on Computer Vision (ACCV'95,',','), Singapore, 1995 |
International Congress of Phonetic Sciences (1995)
| Lexical filtrering by means of prosodic information, , and , in: International Congress of Phonetic Sciences, 1995 |
4th European Conference on Speech Communication and Technology (1995)
| Microprosodic study of isolated French word corpora, , in: 4th European Conference on Speech Communication and Technology, 1995 |
ICASSP (1995)
| Neural nets approaches to Speaker Verification: comparison with Second Order Statistical Measure, and , in: ICASSP, 1995 |
Proceedings of the International Conference on Neural Networks (1995)
| Non-Ontogenic Sparse Neural Networks, , and , in: Proceedings of the International Conference on Neural Networks, IEEE, IEEE, 1995 |
Proceedings of the {SIPAR} Workshop '95: Parallel and Distributed Systems (1995)
| Ontogenic High Order Cauchy Machines, and , in: Proceedings of the SIPAR Workshop '95: Parallel and Distributed Systems, Biel School of Engineering, 1995 |
Optics and Information (1995)
| Optical Multilayer Perceptrons based on Liquid Crystal Devices, , , and , in: Optics and Information, Cercle SFO/SEE d'Opto-informatique, Mulhouse, France, European Optical Society (EOS), 1995 |
4th European Conference on Speech Communication and Technology (1995)
| Reliability in a Multi-agent Spoken Language Recognition System, and , in: 4th European Conference on Speech Communication and Technology, 1995 |
Linguistic Databases (1995)
| Swiss-French Polyphone: a Telephone Speech Database to develop Interactive Voice Servers, , , and , in: Linguistic Databases, 1995 |
Proceedings of the International Conference on Artificial Neural Networks (ICANN'95 and NeuroNîmes'95) (1995)
| The Effects of Optical Thresholding in Backpropagation Neural Networks, , and , in: Proceedings of the International Conference on Artificial Neural Networks (ICANN'95 and NeuroNimes'95), ENNS, Paris, France, EC2 & Cie, 1995 |
International Congress of Phonetic Sciences (1995)
| The use of prosodic agents in a cooperative automatic speech recognition system, and , in: International Congress of Phonetic Sciences, 1995 |
International Conference on Pattern Recognition (ICPR,',','),
Jerusalem (1994)
| A system for the off-line recognition of handwritten text, , in: International Conference on Pattern Recognition (ICPR,',','), Jerusalem, 1994 |
IAPR Workshop on Document Analysis Systems (1994)
| Design and Implementation of a System for the Recognition of Handwritten Responses on US Census Forms, , in: IAPR Workshop on Document Analysis Systems, 1994 |
Proceedings of the International Conference on Artificial Neural Networks ({ICANN 94}) (1994)
| Modular Object-Oriented Neural Network Simulators and Topology Generalizations, , and , in: Proceedings of the International Conference on Artificial Neural Networks (ICANN 94), Sorrento, Italy, Springer-Verlag, 1994 |
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Proceedings of the '94 SIPAR-Workshop on Parallel and Distributed Computing (1994)
| Results on the Steepness in Backpropagation Neural Networks, , and , in: Proceedings of the '94 SIPAR-Workshop on Parallel and Distributed Computing, SI Group for Parallel Systems, 1994 |
Proceedings of the '94 SIPAR--Workshop on Parallel and Distributed Computing (1994)
| Weight Initialization for High Order and Multilayer Perceptrons, and , in: Proceedings of the '94 SIPAR--Workshop on Parallel and Distributed Computing, SI Group for Parallel Systems, 1994 |
International Conference on Artificial neural Networks (1993)
| Do Backpropagation trained neural networks have normal weight distributions?, and , in: International Conference on Artificial neural Networks, 1993 |
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Proc. IEEE Conf. on Computer Vision and Pattern Recognition (1993)
| Higher-Order Statistics in Visual Object Recognition, , in: Proc. IEEE Conf. on Computer Vision and Pattern Recognition, 1993 |
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International Conference on Document Analysis and Retrieval (ICDAR,',','),
Tsukuba Science City, Japan (1993)
| Recognition of Handprinted Digits using Optimal Bounded Error Matching, , in: International Conference on Document Analysis and Retrieval (ICDAR,',','), Tsukuba Science City, Japan, 1993 |
10thAnnual Conference of the International Speech Communication Association (2009)
| Automatic Out-of-Language Detection Based on Confidence Measures Derived fromLVCSR Word and Phone Lattices, , in: 10thAnnual Conference of the International Speech Communication Association, ISCA, Brighton, England, 2009 |
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2023 IEEE 36th International Symposium on Computer-Based Medical Systems (CBMS), L'Aquila, Italy, 2023 (2023)
| Fully Automatic Grading of Retinal Vasculitis on Fluorescein Angiography Time-lapse from Real-world Data in Clinical Settings, , , , , , , and , in: 2023 IEEE 36th International Symposium on Computer-Based Medical Systems (CBMS), L'Aquila, Italy, 2023, pages 689-693, 2023 |
[DOI] [URL] |
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 |
[URL] |
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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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
| 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 |
[DOI] |
| Discovering Meaningful Units from Text Sequences, , EPFL, 2024 |
[DOI] [URL] |
| Extending Capabilities of Attention-based Models, , EDIC - EPFL, 2024 |
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| On the Information in Deep Biometric Templates: from Vulnerability of Unprotected Templates to Leakage in Protected Templates, , EPFL, 2024 |
[DOI] [URL] |
| 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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