All publications sorted by author
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| Towards learning emotion information from short segments of speech, , , , and , in: International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Rhodes Island, Greece, IEEE, 2023 |
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| Enhancing Ethical Explanations of Large Language Models through Iterative Symbolic Refinement, , , and , in: The 18th Conference of the European Chapter of the Association for Computational Linguistics (EACL 2024), 2024 |
| Scene image classification and segmentation with quantized local descriptors and latent aspect modeling, , École Polytechnique Fédérale de Lausanne, 2007 |
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| Vessel Segmentation and Branching Detection using an Adaptive Profile Kalman Filter in Retinal Blood Vessel Structure Analysis, and , in: Pattern Recognition and Image Analysis: First Iberian Conference, IbPRIA 2003, Springer-Verlag LNCS, 2003 |
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| Vessel Segmentation and Branching Detection using an Adaptive Profile Kalman Filter in Retinal Blood Vessel Structure Analysis, and , Idiap-RR-58-2003 |
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| Modeling Scenes with Local Descriptors and Latent Aspects, , , , , and , in: IEEE Int. Conf. on Computer Vision, 2005 |
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| Modeling Scenes with Local Descriptors and Latent Aspects, , , , , and , Idiap-RR-79-2004 |
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| Natural Scene Image Modeling using Color and Texture Visterms., and , in: Conference on Image and Video Retrieval CIVR, 2006 |
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| Natural Scene Image Modeling using Color and Texture Visterms., and , Idiap-RR-17-2006 |
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| Fusion of Structural and Color Local Descriptors for Enhanced Object Recognition, and , in: Proceedings IEEE WIAMIS 2004(5th International Workshop on Image Analysis for Multimedia Interactive Services,',','), 21-23 April, 2004, Lisboa, Portugal, 2004 |
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| A Color and Gradient Local Descriptor Fusion Scheme For Object Recognition, and , Idiap-RR-71-2003 |
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| A Thousand Words in a Scene, , , and , in: IEEE Transactions on Pattern Analysis and Machine Intelligence, 2007 |
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| A Thousand Words in a Scene, , , and , Idiap-RR-40-2005 |
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| Real-Time DCT Learning-based Reconstruction of Neural Signals, , and , in: EUSIPCO, 2018 |
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| Variational Information Bottleneck for Effective Low-Resource Fine-Tuning, , and , in: ICLR, 2021 |
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| End-to-End Bias Mitigation by Modelling Biases in Corpora, , and , in: ACL, 2020 |
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| Compacter: Efficient Low-Rank Hypercomplex Adapter Layers, , and , in: NeurIPS, 2021 |
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| A Learning-Based Framework for Quantized Compressed Sensing, , and , in: A Learning-Based Framework for Quantized Compressed Sensing, 2019 |
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| Learning Entailment-Based Sentence Embeddings from Natural Language Inference, , and , Idiap-RR-20-2019 |
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| Parameter-efficient Multi-task Fine-tuning for Transformers via Shared Hypernetworks, , , and , in: ACL, 2021 |
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| PERFECT: Prompt-free and Efficient Few-shot Learning with Language Models, , , , , , and , in: ACL, 2022 |
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| Finger vein Liveness Detection Using Motion Magnification, , , and , in: IEEE International Conference on Biometrics: Theory, Applications and Systems, pages 1-7, 2015 |
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| Smartphone Multi-modal Biometric Authentication: Database and Evaluation, , , , , , , , and , Idiap-RR-17-2020 |
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| Custom Silicone Face Masks - Vulnerability of Commercial Face Recognition Systems & Presentation Attack Detection, , , , , , and , in: Proceedings of 7th IAPR/IEEE International Workshop on Biometrics and Forensics, 2019 |
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| Toward responsible face datasets: modeling the distribution of a disentangled latent space for sampling face images from demographic groups, , and , in: IEEE International Joint Conference on Biometrics, 2023 |
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| Robustness of Phase based Features for Speaker Recognition, , and , Idiap-RR-14-2009 |
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| Robustness of Phase based Features for Speaker Recognition, , and , in: Proceedings of Interspeech, 2009 |
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| SimpleMKL, , , and , in: Journal of Machine Learning Research, 9, 2008 |
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| More Efficiency in Multiple Kernel Learning, , , and , in: International Conference on Machine Learning (ICML), 2007 |
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| More Efficiency in Multiple Kernel Learning, , , and , Idiap-RR-18-2007 |
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| Language Independent Query by Example Spoken Term Detection, , École Polytechnique Fédérale de Lausanne, 2019 |
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| Sparse Subspace Modeling for Query by Example Spoken Term Detection, , and , in: IEEE/ACM Transactions on Audio, Speech, and Language Processing, 2018 |
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| Phonetic Subspace Features for Improved Query by Example Spoken Term Detection, , and , in: Speech Communication, 103:27-36, 2018 |
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| Subspace Regularized Dynamic Time Warping for Spoken Query Detection, , and , in: Workshop on Signal Processing with Adaptive Sparse Structured Representations (SPARS), 2017 |
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| Sparse Subspace Modeling for Query by Example Spoken Term Detection, , and , Idiap-RR-01-2016 |
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| Subspace Detection of DNN Posterior Probabilities via Sparse Representation for Query by Example Spoken Term Detection, , and , Idiap-RR-06-2016 |
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| Subspace Detection of DNN Posterior Probabilities via Sparse Representation for Query by Example Spoken Term Detection, , and , in: Interspeech, 2016 |
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| Sparse Modeling of Posterior Exemplars for Keyword Detection, , , and , in: Proceedings of Interspeech, pages 3690-3694, 2015 |
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| Neural Network based End-to-End Query by Example Spoken Term Detection, , and , in: IEEE/ACM TRANSACTIONS ON AUDIO, SPEECH, AND LANGUAGE PROCESSING, 2020 |
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| Multilingual Bottleneck Features for Query by Example Spoken Term Detection, , and , in: IEEE Automatic Speech Recognition and Understanding Workshop, 2019 |
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| CNN based Query by Example Spoken Term Detection, , and , in: Proceedings of Interspeech, 2018 |
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| Integration of Real-Time Speech Processing Technologies for Online Gaming, , and , Idiap-Com-01-2016 |
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| CONTEXT-AWARE ATTENTION MECHANISM FOR SPEECH EMOTION RECOGNITION, , , and , in: IEEE Workshop on Spoken Language Technology, Athens, Greece, pages 126-131, 2018 |
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| Transformers, Tables and Frame Semantics, , , and , in: International Conference on Semantic Computing, 2023 |
| Natural Language Inference over Tables: Enabling Explainable Data Exploration on Data Lakes, , , and , in: 18th Extended Semantic Web Conference (ESWC), 2021 |
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| A lexical-availability-based framework from short communications for automatic personality identification, , , , and , in: Cognitive Systems Research, 79:126-137, 2023 |
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| Active tuberculosis detection from frontal chest X-ray images, , Idiap-Com-01-2021 |
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| Pulmonary Tuberculosis Screening from Radiological Signs on Chest X-Ray Images Using Deep Models, , and , in: Union World Conference on Lung Health, The Union, 2022 |
| Speech Enhancement using an Improved MMSE Estimator with Laplacian Prior, , and , in: Proceedings of 5th International Symposium on Telecommunications, 2010 |
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| Grapheme-based Automatic Speech Recognition using Probabilistic Lexical Modeling, , École polytechnique fédérale de Lausanne, 2014 |
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