Publications of Idiap sorted by first author
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A
| Exploratory Study on Direct Prediction of Diabetes using Deep Residual Networks, , , and , in: Proceedings of the thematic conference on computational vision and medical image processing, 2017 |
| Boosted Exudate Segmentation in Retinal Images using Residual Nets, , , and , in: Proceedings of the MICCAI Workshop on Ophthalmic Medical Image Analysis, 2017 |
| Understanding Raw Waveform based CNN through Low-rank Spectro-Temporal Decoupling, , and , Idiap-RR-11-2019 |
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| A BSS-based Approach for Localization of Simultaneous Speakers in Reverberant Conditions, , , and , in: Proceedings of the 19th European Signal Processing Conference (EUSIPCO), 2011 |
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| Performance Improvement of TDOA-Based Speaker Localization in Joint Noisy and Reverberant Conditions, and , in: EURASIP Journal on Advances in Signal Processing, 2011 |
[DOI] |
| Speech Enhancement using Beta-order MMSE Spectral Amplitude Estimator with Laplacian Prior, , , and , Idiap-RR-24-2011 |
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| Modeling and Optimal Control of the Open Torque-Controlled Quadruped Robot Solo-12, , Idiap-Com-02-2022 |
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| Gammatone Wavelet Cepstral Coefficients for Robust Speech Recognition, , and , in: Proceedings of IEEE TENCON, 2013 |
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| Kernelized Infomax Clustering, and , Idiap-RR-73-2005 |
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| An Auxiliary Variational Method, and , Idiap-RR-86-2004 |
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| Variational Information Maximization in Gaussian Channels, and , Idiap-RR-88-2004 |
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| GLoFool: global enhancements and local perturbations to craft adversarial images, and , in: Proceedings of the European Conference on Computer Vision (ECCV) Workshops, 2024 |
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| Findings of the IWSLT 2023 evaluation campaign, , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , and , in: Proceedings of the IWSLT conference, 2023 |
| Missed Opportunities in Building Energy Performance Assessment, , , and , in: Journal of Sustainable Real Estate, 16(1), 2024 |
[DOI] |
| Vision-Language Pretraining: Current Trends and the Future, , and , in: Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics: Tutorial Abstracts, 2022 |
[URL] |
| Validating Automatic Speech Recognition and Understanding for Pre-Filling Radar Labels-Increasing Safety While Reducing Air Traffic Controllers' Workload, , , , , , , and , in: Aerospace, 10(6):538, 2023 |
[DOI] |
| HMM inference towards flexible speech recognition, , Idiap-Com-03-2003 |
| Improved Unknown-Multiple Speaker clustering using HMM, , and , Idiap-RR-23-2002 |
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| Unknown-Multiple Speaker clustering using HMM, , , and , in: ICSLP, 2002 |
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| Unknown-Multiple Speaker clustering using HMM, , , and , Idiap-RR-07-2002 |
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| Clustering And Segmenting Speakers And Their Locations In Meetings, , and , in: ICASSP, 2004 |
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| Clustering And Segmenting Speakers And Their Locations In Meetings, , and , Idiap-RR-55-2003 |
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| An Online Audio Indexing System, , and , 2004 |
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| Robust Audio Segmentation, , and , Idiap-RR-35-2004 |
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| Robust Audio Segmentation, , and , École Polytechnique Fédérale de Lausanne, 2004 |
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| Robust Speaker Change Detection, , and , in: IEEE Signal Processing Letters (to appear), 2003 |
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| Speech/Music Discrimination using Entropy and Dynamism Features in a HMM Classification Framework, , and , in: Speech Communication, 40, 2003 |
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| An Online Audio Indexing System, , and , Idiap-RR-39-2003 |
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| Robust HMM-Based Speech/Music Segmentation, , and , in: ICASSP, 2002 |
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| Robust Speaker Change Detection, , and , Idiap-RR-39-2002 |
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| Robust HMM-Based Speech/Music Segmentation, , and , Idiap-RR-33-2001 |
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| Speech/Music Discrimination using Entropy and Dynamism Features in a HMM Classification Framewor, , and , Idiap-RR-26-2001 |
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| A Robust Speaker Clustering Algorithm, and , in: IEEE Automatic Speech Recognition Understanding Workshop, 2003 |
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| A Robust Speaker Clustering Algorithm, and , Idiap-RR-38-2003 |
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| Biometrics: In Search of Identity and Security (Q & A), , , , , and , in: IEEE MultiMedia, PP, 2017 |
[DOI] |
| Multimodal Integration for Meeting Group Action Segmentation and Recognition, , , , , and , in: MLMI, 2005 |
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| Multimodal Integration for Meeting Group Action Segmentation and Recognition, , , , , and , Idiap-RR-31-2005 |
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| Finding Audio-Visual Events in Informal Social Gatherings, , , and , in: IEEE/ACM 13th International Conference on Multimodal Interaction, 2011 |
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| Gesture control interface for immersive panoramic displays, , , , , , and , in: Multimedia Tools and Applications, 1380-7501:1-27, 2013 |
[DOI] |
| A real-time deformable detector., , , and , in: IEEE Transactions on Pattern Analysis and Machine Intelligence, 2012 |
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| Joint Pose Estimator and Feature Learning for Object Detection, , , and , in: Proceedings of the IEEE International Conference on Computer Vision, 2009 |
| FlowBoost - Appearance Learning from Sparsely Annotated Video, , and , in: Proceedings of the IEEE international conference on Computer Vision and Pattern Recognition, 2011 |
| Learning from demonstrations with partially observable task parameters, , and , in: Proc. IEEE Intl Conf. on Robotics and Automation (ICRA), Hong Kong, pages 3309 - 3314, IEEE, 2014 |
[DOI] |
| Brain-Machine Interfaces through Control of Electroencephalographic Signals and Vibrotactile Feedback, , , , , , , , and , in: Proceedings of the 12th International Conference on Human-Computer Interaction, 2007 |
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| Framing the News: From Human Perception to Large Language Model Inferences, and , in: International Conference on Multimedia Retrieval (ICMR '23), June 12--15, 2023, Thessaloniki, Greece, 2023 |
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| Examining European Press Coverage of the Covid-19 No-Vax Movement: An NLP Framework, and , in: 2nd ACM International Workshop on Multimedia AI against Disinformation (MAD '23), June 12, 2023, Thessaloniki, Greece, 2023 |
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| How Did Europe’s Press Cover Covid-19 Vaccination News? A Five-Country Analysis, and , in: MAD '22: Proceedings of the 1st International Workshop on Multimedia AI against Disinformation, 2022 |
[DOI] [URL] |
| Combined 5x2cv $F$-Test for Comparing Supervised Classification Learning Algorithms, , Idiap-RR-04-1998 |
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| Combining Linear Dichomotizers to Construct Nonlinear Polychotomizers, and , Idiap-RR-05-1998 |
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| Author Profiling in Social Media with Multimodal Information., , , and , in: In Journal of Computacion y Sistemas (CyS), 24(3), 2020 |
[URL] |
| Classifying the Social Media Author Profile Through a Multimodal Representation, , , and , in: Intelligent Technologies: Concepts, Applications, and Future Directions. Studies in Computational Intelligence, Springer, 2022 |
[DOI] [URL] |
| Adversarial Robustness Analysis in Automatic Pathological Speech Detection Approaches, and , in: Interspeech, 2024 |
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| Baseline System for Hybrid Speech Recognition on French (Experiments on BREF), , Idiap-Com-07-1998 |
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| SWISSCOM ``AVIS'' PROJECT (No. 392) Advanced Vocal Interfaces Services, , and , Idiap-Com-06-1997 |
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| Cytoplasmic cleavage of IMPA1 3' UTR is necessary for maintaining axon integrity, , , , , , , , , , and , in: Cell Reports, 2021 |
| The DIRAC AWEAR Audio-Visual Platform for Detection of Unexpected and Incongruent Events, , , , , , , , , , , , , and , Idiap-RR-41-2010 |
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| The DIRAC AWEAR Audio-Visual Platform for Detection of Unexpected and Incongruent Events, , , , , , , , , , , , , and , in: Proceedings of the International Conference on Multimodal Interfaces, 2008 |
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| Biologically Motivated Audio-Visual Cue Integration for Object, , , , , , , , and , in: Proceedings of the first Internatinal Conference on Cognitive Systems, 2008 |
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| Bob: a free signal processing and machine learning toolbox for researchers, , , , , and , Idiap-RR-25-2012 |
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| An Introduction to Vein Presentation Attacks and Detection, , and , in: Handbook of Biometric Anti-Spoofing, Springer International Publishing, 2019 |
[DOI] [URL] |
| Multilingual Extraction and Categorization of Lexical Collocations with Graph-aware Transformers, , , , and , in: Proceedings of the 11th Joint Conference on Lexical and Computational Semantics, Seattle, USA, pages 89–100, 2022 |
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| Generative AI Literacy: Twelve Defining Competencies, , and , in: ACM Digital Government: Research and Practice, 2024 |
[DOI] [URL] |
| Joint acoustic localization and dereverberation through plane wave decomposition and sparse regularization, , , , and , in: IEEE/ACM Transactions on Audio, Speech, and Language Processing, 27(12):1893-1905, 2019 |
[DOI] [URL] |
| A t-distribution based operator for enhancing out of distribution robustness of neural network classifiers, and , in: IEEE Signal Processing Letters, 27:1070-1074, 2020 |
[DOI] |
| Segmenting Object Affordances: Reproducibility and Sensitivity to Scale, , , and , in: Proceedings of the European Conference on Computer Vision (ECCV) Workshops, 2024 |
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| Affordance segmentation of hand-occluded containers from exocentric images, , , , , and , in: Proceedings of the IEEE/CVF International Conference on Computer Vision Workshops (ICCVW), 2023 |
[DOI] [URL] |
| Acoustic Models for Posterior Features in Speech Recognition, , Idiap-RR-67-2008 |
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| Acoustic Models for Posterior Features in Speech Recognition, , Ecole Polytechnique Fédérale de Lausanne, 2008 |
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| Detection and Recognition of Number Sequences in Spoken Utterances, and , in: 2nd Workshop on Speech in Mobile and Pervasive Environments (SiMPE), 2007 |
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| Detection and Recognition of Number Sequences in Spoken Utterances, and , Idiap-RR-42-2007 |
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| Posterior-Based Features and Distances in Template Matching for Speech Recognition, and , in: 4th Joint Workshop on Multimodal Interaction and Related Machine Learning Algorithms (MLMI), 2007 |
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| Posterior-Based Features and Distances in Template Matching for Speech Recognition, and , Idiap-RR-41-2007 |
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| Using KL-based Acoustic Models in a Large Vocabulary Recognition Task, , and , Idiap-RR-14-2008 |
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| Posterior Features Applied to Speech Recognition Tasks with Limited Training Data, , and , Idiap-RR-15-2008 |
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| Using RASTA in task independent TANDEM feature extraction, , and , in: Proceedings of ICSLP, 2004, 2004 |
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| Using RASTA in task independent TANDEM feature extraction, , and , Idiap-RR-22-2004 |
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| An Acoustic Model Based on Kullback-Leibler Divergence for Posterior Features, , and , in: IEEE Int. Conf. on Acoustics, Speech, and Signal Processing (ICASSP), 2007 |
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| Using Posterior-Based Features in Template Matching for Speech Recognition, , and , in: International Conference on Spoken Language Processing, 2006 |
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| Using Pitch as Prior Knowledge in Template-Based Speech Recognition, , and , in: Proceedings of ICASSP, 2006, 2006 |
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| Using Posterior-Based Features in Template Matching for Speech Recognition, , and , Idiap-RR-23-2006 |
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| An Acoustic Model Based on Kullback-Leibler Divergence for Posterior Features, , and , Idiap-RR-60-2006 |
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| Improving Speech Recognition Using a Data-Driven Approach, , and , in: Proceedings of Interspeech, 2005, 2005 |
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| Using Pitch as Prior Knowledge in Template-Based Speech Recognition, , and , Idiap-RR-65-2005 |
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| Improving Speech Recognition Using a Data-Driven Approach, , and , Idiap-RR-66-2005 |
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| A Multi-class Classification Strategy for Fisher Scores: Application to Signer Independent Sign Language Recognition, and , in: Pattern Recognition, 43(5), 2010 |
[DOI] |
| Otomatik İşaret Dili Tanıma ve Türk İşaret Dili için Bilgisayar Uygulamaları, , , , and , in: Ellerle Konusmak: Turk Isaret Dili Arastirmalari / Research on Turkish Sign Language, pages 471-498, Koc University Press, 2016 |
| Broadcasting oneself: Visual Discovery of Vlogging Styles, , and , in: IEEE Transactions on Multimedia, 16(1):201-215, 2014 |
[DOI] |
| Cross-Domain Personality Prediction: From Video Blogs to Small Group Meetings, and , in: 15th ACM International Conference on Multimodal Interaction, 2013 |
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| One of a Kind: Inferring Personality Impressions in Meetings, and , in: 15th ACM International Conference on Multimodal Interaction, 2013 |
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| Fusing Audio-Visual Nonverbal Cues to Detect Dominant People in Conversations, and , Idiap-RR-17-2010 |
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| Fusing Audio-Visual Nonverbal Cues to Detect Dominant People in Conversations, and , in: 20th International Conference on Pattern Recognition, Istanbul, Turkey, 2010, Istanbul, Turkey, 2010 |
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| Analysis of Group Conversations: Modeling Social Verticality, and , in: Computer Analysis of Human Behavior, pages 293-322, Springer London, 2011 |
| A Multimodal Corpus for Studying Dominance in Small Group Conversations, , and , in: LREC workshop on Multimodal Corpora: Advances in Capturing, Coding and Analyzing Multimodality, Malta, May 2010, 2010 |
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| Anomaly detection in elderly daily behavior in ambient sensing environments, , , and , in: Proceedings of the 7th Int. Workshop on Human Behavior Understanding, ACM Multimedia, 2016, Amsterdam, Netherlands, 2016 |
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| Conditions for the finiteness of the moments of the volume of level sets, , , and , in: Electronic Communications in Probability, 24(17), 2019 |
[DOI] [URL] |
| Model-based Sparse Component Analysis for Multiparty Distant Speech Recognition, , École Polytechnique Fédérale de Lausanne, 2013 |
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| A Method, Apparatus and Computer Program for Determining the Location of a Plurality of Speech Source, , and , in: 2012US-13/654055, 2012 |
[URL] |
| Model-Based Compressive Sensing for Multi-Party Distant Speech Recognition, , and , Idiap-RR-04-2011 |
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| Model-based Compressive Sensing for Multi-party Distant Speech Recognition, , and , in: 2011 IEEE International Conference on Acoustics, Speech and Signal Processing, 2011 |
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| Sparse Component Analysis for Speech Recognition in Multi-Speaker Environment, , and , in: Proceedings of Interspeech, Makuhari, Japan, 2010 |
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| Investigation of kNN Classifier on Posterior Features Towards Application in Automatic Speech Recognition, , and , Idiap-RR-11-2010 |
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| Computational Methods for Underdetermined Convolutive Speech Localization and Separation via Model-based Sparse Component Analysis, , , and , in: Speech Communication, 76:201-217, 2016 |
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| Model-based Sparse Component Analysis for Reverberant Speech Localization, , , and , in: 2014 IEEE International Conference on Acoustics, Speech and Signal Processing, pages 1439 - 1443, IEEE, 2014 |
[DOI] |
| Perceptual Information Loss due to Impaired Speech Production, , and , Idiap-RR-20-2017 |
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| Perceptual Information Loss due to Impaired Speech Production, , and , in: IEEE/ACM Transactions on Audio, Speech, and Language Processing, 2017 |
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| Information Theoretic Analysis of Production-Perception Efficiency: Case Study of Speech Pathology, , and , Idiap-RR-30-2016 |
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| On Compressibility of Neural Network phonological Features for Low Bit Rate Speech Coding, , and , in: Proceeding of Interspeech, pages 418-422, ISCA, 2015 |
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| Sparse Pronunciation Codes for Perceptual Phonetic Information Assessment, , , and , in: Workshop on Signal Processing with Adaptive Sparse Structured Representations (SPARS), 2017 |
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| PAoS Markers: Trajectory Analysis of Selective Phonological Posteriors for Assessment of Progressive Apraxia of Speech, , and , in: Proceeding on the 7th Workshop on Speech and Language Processing for Assistive Technologies (SLPAT), 2016 |
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| Computational Methods For Structured Sparse Component Analysis of Convolutive Speech Mixtures, , , and , in: Proceedings IEEE International Conference on Acoustics, Speech and Signal Processing, 2012 |
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| Structured Sparse Acoustic Modeling for Speech Separation, , , and , in: Signal Processing with Adaptive Sparse Structured Representations SPARS, SPARS, 2013 |
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| Phonetic and Phonological Posterior Search Space Hashing Exploiting Class-Specific Sparsity Structures, , , and , Idiap-RR-10-2016 |
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| Efficient Posterior Exemplar Search Space Hashing Exploiting Class-Specific Sparsity Structures, , , and , in: Interspeech, San Francisco, CA, 2016 |
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| On Application Of Non-Negative Matrix Factorization for Ad Hoc Microphone Array Calibration from Incomplete Noisy Distances, , , , and , in: IEEE 40th International Conference on Acoustics, Speech and Signal Processing (ICASSP), pages 2694-2698, IEEE, 2015 |
[DOI] |
| Analysis of Phone Posterior Feature Space Exploiting Class Specific Sparsity and MLP-based Similarity Measure, , and , in: 2010 IEEE International Conference on Acoustics, Speech and Signal Processing, 2010 |
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| A Multipath Sparse Beamfroming Method, , , and , in: Signal Processing with Adaptive Sparse Structured Representations SPARS, 2013 |
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| Structured Sparse Coding for Microphone Array Location Calibration, , , and , in: SAPA-SCALE Conference, The 5th ISCA workshop on statistical and perceptual audition, 2012 |
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| Phonological Posterior Hashing for Query by Example Spoken Term Detection, , and , in: Proceedings of Interspeech, 2018 |
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| Redundant Hash Addressing for Large-Scale Query by Example Spoken Query Detection, , and , Idiap-RR-31-2016 |
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| Verified Speaker Localization Utilizing Voicing Level in Split-bands, , , and , in: Signal Processing, 89(6):1038-1049, 2009 |
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| Multi-party Speech Recovery Exploiting Structured Sparsity Models, , , and , Idiap-RR-22-2011 |
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| Multi-party Speech Recovery Exploiting Structured Sparsity Models, , , and , in: Proceedings of Interspeech, 2011 |
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| Binary Sparse Coding of Convolutive Mixtures for Sound Localization and Separation via Spatialization, , , , , and , in: IEEE Transactions on Signal Processing, 64(3):567-579, 2016 |
[DOI] |
| Complex Daily Activities, Country-Level Diversity, and Smartphone Sensing: A Study in Denmark, Italy, Mongolia, Paraguay, and UK, , , , , , , , , , , , , , , , , , , , , and , in: Proceedings of the 2023 ACM CHI Conference on Human Factors in Computing Systems (CHI), Association for Computing Machinery, 2023 |
[DOI] |
| Face detection using boosted Jaccard distance-based regression, , and , Idiap-RR-02-2012 |
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| On Improving Face Detection Performance by Modelling Contextual Information, , and , Idiap-RR-43-2010 |
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| LP-TRAP: Linear predictive temporal patterns, , and , 2004 |
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| PLP$^2$: Autoregressive modeling of auditory-like 2-D spectro-temporal patterns, , and , Idiap-RR-60-2004 |
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| LP-TRAP: Linear predictive temporal patterns, , and , Idiap-RR-59-2004 |
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| Building the NinaPro Database: a Resource for the Biorobotics Community, , , , , , , , and , in: Proceedings of the Fourth IEEE RAS/EMBS International Conference on Biomedical Robotics and Biomechatronics, 2012 |
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| Characterization of a Benchmark Database for Myoelectric Movement Classification, , , , , , , , and , in: Transactions on Neural Systems and Rehabilitation Engineering, 23:73-83, 2014 |
[DOI] |
| Clustering flood events from water quality time-series using Latent Dirichlet Allocation model, , , , , , , , , and , in: Water Resources Research, 2013 |
[DOI] |
| Discovering Temporal Patterns in Water Quality Time Series, Focusing on Floods with the LDA method, , , , , , , and , in: European Geosciences Union, 2013 |
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| Predicting the Performance in Decision-Making Tasks: From Individual Cues to Group Interaction, and , in: IEEE Transactions on Multimedia, 18(4):643--658, 2016 |
[DOI] [URL] |
| Effect of nonverbal behavioral patterns on the performance of small groups, and , in: ICMI Workshop on Understanding and Modeling Multiparty Multimodal Interactions, Istanbul, Turkey, 2014 |
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| From Nano to Macro: An overview of the IEEE Bio Image and Signal Processing Technical Committee, , , , , , , , and , in: IEEE Signal Processing Magazine, 40(4):61-71, 2023 |
[DOI] [URL] |
| Social Robot Co-Design Canvases: A Participatory Design Framework, , , and , in: ACM Transactions on Human-Robot Interaction, 11(1), 2022 |
[DOI] [URL] |
| Quantifying uncertainties on excursion sets under a Gaussian random field prior, , , and , in: SIAM/ASA J. Uncertainty Quantification, 4(1):850-874, 2016 |
[DOI] [URL] |
| Estimating orthant probabilities of high dimensional Gaussian vectors with an application to set estimation, and , in: Journal of Computational and Graphical Statistics, 27(2):255-267, 2018 |
[DOI] [URL] |
| Adaptive Design of Experiments for Conservative Estimation of Excursion Sets, , , , and , in: Technometrics, 2019 |
[DOI] [URL] |
| Profile extrema for visualizing and quantifying uncertainties on excursion regions. Application to coastal flooding, , , and , in: Technometrics, 61(4):474-493, 2019 |
[DOI] [URL] |
B
| Joint Head Tracking and Pose Estimation for Visual Focus of Attention Recognition, , École Polytechnique Fédérale de Lausanne, 2007 |
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| Visual activity context for focus of attention estimation in dynamic meetings, , and , Idiap-RR-02-2009 |
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| Visual Activity Context For Focus of Attention Estimation in Dynamic Meetings, , and , in: International Conference on Multimedia & Expo, 2009 |
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| Multi-Person Visual Focus of Attention from Head Pose and Meeting Contextual Cues, and , in: IEEE Trans. on Pattern Analysis and Machine Intelligence, 33(1):101-116, 2011 |
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| Recognizing Human Visual Focus of Attention from Head Pose in Meetings, and , in: IEEE Transactions on Systems, Man, Cybernetics, Part-B, Vol. 39(No. 1), 2009 |
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| Multi-party Focus of Attention Recognition in Meetings from Head Pose and Multimodal Contextual Cues, and , in: IEEE Int. Conf. on Acoustics, Speech, and Signal Processing (ICASSP), 2008 |
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| Visual Focus of Attention Estimation from Head Pose Posterior Probability Distributions, and , in: International Conference on Multi-media & Expo, 2008 |
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| Multi-Person Visual Focus of Attention from Head Pose and Meeting Contextual Cues, and , Idiap-RR-47-2008 |
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| Probabilistic Head Pose Tracking Evaluation in Single and Multiple Camera Setups, and , in: Classification of Events, Activities and Relationship Evaluation and Workshop, 2007 |
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| Probabilistic Head Pose Tracking Evaluation in Single and Multiple Camera Setups, and , Idiap-RR-21-2007 |
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| Multi-party Focus of Attention Recognition in Meetings from Head Pose and Multimodal Contextual Cues, and , Idiap-RR-50-2007 |
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| Visual Focus of Attention Estimation from Head Pose Posterior Probability Distributions, and , Idiap-RR-75-2007 |
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| A Study on Visual Focus of Attention Recognition from Head Pose in a Meeting Room, and , in: 3rd Joint Workshop on Multimodal Interaction and Related Machine Learning Algorithms (MLMI06), 2006 |
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| Recognizing People's Focus of Attention from Head Poses: a Study, and , Idiap-RR-42-2006 |
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| A Study on Visual Focus of Attention Recognition from Head Pose in a Meeting Room, and , Idiap-RR-10-2006 |
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| A Rao-Blackwellized Mixed State Particle Filter for Head Pose Tracking, and , in: ACM ICMI Workshop on Multimodal Multiparty Meeting Processing (MMMP), 2005 |
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| A Video Database for Head Pose Tracking Evaluation, and , Idiap-Com-04-2005 |
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| Evaluation of Multiple Cues Head Pose Tracking Algorithm in Natural Environments, and , in: International Conference on Multimedia & Expo ICME 2005, 2005 |
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| Evaluation of Multiple Cues Head Pose Tracking Algorithm in Indoor Environments, and , Idiap-RR-05-2005 |
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| A Rao-Blackwellized Mixed State Particle Filter for Head Pose Tracking, and , Idiap-RR-35-2005 |
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| A probabilistic framework for joint head tracking and pose estimation, and , in: 17th Int. Conf. Pattern Recognition (ICPR), 2004 |
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| A Probabilistic Framework for Joint Head Tracking and Pose Estimation, and , Idiap-RR-78-2003 |
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| The 3-regular nets with 4 and 6 vertices per unit cell, , and , in: Zeitschrift fur Kristallographie, 212, 1997 |
| Social Scene Understanding: End-to-End Multi-Person Action Localization and Collective Activity Recognition, , , , and , in: Proceedings of the IEEE international conference on Computer Vision and Pattern Recognition, 2017 |
| Probability Occupancy Maps for Occluded Depth Images, , and , in: Proceedings of the IEEE international conference on Computer Vision and Pattern Recognition, pages 2829-2837, 2015 |
| Towards Improved Replicability of Human Studies in Human-Robot Interaction: Recommendations for Formalized Reporting, , , , , , , , , , and , in: Companion of the 2023 ACM/IEEE International Conference on Human-Robot Interaction, pages 629-633, 2023 |
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| Exemplar-based Sparse Representation for Posterior Features, , and , Idiap-RR-11-2014 |
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| Posterior-based Sparse Representation for Automatic Speech Recognition, , , and , in: Proceeding of Interspeech, 2014 |
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| Image-guided topic modeling for interpretable privacy classification, and , in: Proceedings of the European Conference on Computer Vision (ECCV) Workshops, 2024 |
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| Black-box Attacks on Image Activity Prediction and its Natural Language Explanations, , and , in: Proceedings of the IEEE/CVF International Conference on Computer Vision Workshops (ICCVW), 2023 |
[DOI] [URL] |
| The BANCA Database and Evaluation Protocol, , , , , , , , , , , and , in: 4th International Conference on Audio- and Video-Based Biometric Person Authentication, AVBPA, Springer-Verlag, 2003 |
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| Identification of existing tools and workflows for solar neighborhood planning, , , , , , , , , , , , , , , , , , , , , , , , , , , , and , in: SHC Task 63: Solar Neighborhood Planning, Subtask C: Solar Planning Tools, IEA, 2022 |
[DOI] |
| Automatic identification of storytelling responses to past-behavior interview questions via machine learning, , , , , and , in: International Journal of Selection and Assessment, 2023 |
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| A Compressive Sensing Based Compressed Neural Network for Sound Source Localization, , and , in: Proceedings of International Symposium on Artificial Intelligence and Signal Processing, 2011 |
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| Principled Parallel Mean-Field Inference for Discrete Random Fields, , , and , in: Proceedings of the IEEE international conference on Computer Vision and Pattern Recognition, 2016 |
| Deep Occlusion Reasoning for Multi-Camera Multi-Target Detection, , and , in: Proceedings of the IEEE International Conference on Computer Vision, 2017 |
| Multi-Modal Mean-Fields via Cardinality-Based Clamping, , and , in: Proceedings of the IEEE international conference on Computer Vision and Pattern Recognition, 2017 |
| Geodesic Convolutional Shape Optimization, , , and , in: Proceedings of the International Conference on Machine Learning, 2018 |
| Construction and comparison of approximations for switching linear gaussian state space models, , Idiap-RR-71-2005 |
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| Efficient Kalman Smoothing for Harmonic State-Space Models, , Idiap-RR-87-2005 |
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| A Stable Switching Kalman Smoother, , Idiap-RR-89-2004 |
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| Are two Classifiers performing equally? A treatment using Bayesian Hypothesis Testing, , Idiap-RR-57-2004 |
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| The Auxiliary Variable Trick for deriving Kalman Smoothers, , Idiap-RR-87-2004 |
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| Variational Information Maximization for Population Coding, , Idiap-RR-85-2004 |
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| Unified Inference for Variational Bayesian Linear Gaussian State-Space Models, and , in: NIPS, 2006 |
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| Unified Inference for Variational Bayesian Linear Gaussian State-Space Models, and , Idiap-RR-50-2006 |
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| Construction and comparison of approximations for switching linear gaussian state space models, and , Idiap-RR-06-2005 |
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| Stable Directed Belief Propagation in Gaussian DAGs using the auxiliary variable trick, and , Idiap-RR-72-2005 |
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| Multimedia event modelling and recognition, , École Polytechnique Fédérale de Lausanne, 2005 |
| Sports Event Recognition using Layered HMMs, and , Idiap-RR-07-2005 |
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| The societal and ethical relevance of computational Creativity, , and , in: Proceedings of the International Conference on Computational Creativity, 2020 |
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| Performing And Detecting Backdoor Attacks on Face Recognition Algorithms, , Ecole Polytechnique Fédérale de Lausanne, 2024 |
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| Annotation and Recognition of Personality Traits in Spoken Conversations from the AMI Meetings Corpus, , and , in: Proceedings of Interspeech 2012, 2012 |
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| Transcribing Mandarin Broadcast Speech Using Multi-Layer Perceptron Acoustic Features, , , , and , in: IEEE Transactions on Audio, Speech, and Language Processing, 19(8), 2011 |
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| Speaker Diarization of Meetings based on Speaker Role N-gram Models, , and , in: Proceedings of the International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2011 |
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| Language-Independent Socio-Emotional Role Recognition in the AMI Meetings Corpus, and , in: Proceedings of Interspeech, 2011 |
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| AGGLOMERATIVE INFORMATION BOTTLENECK FOR SPEAKER DIARIZATION OF MEETINGS DATA, , and , in: IEEE Automatic Speech Recognition and Understanding Workshop, 2007 |
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| COMBINATION OF AGGLOMERATIVE AND SEQUENTIAL CLUSTERING FOR SPEAKER DIARIZATION, , and , Idiap-RR-51-2007 |
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| Role Recognition in Broadcast News Using Social Network Analysis and Duration Distribution Modeling, , in: IEEE Transactions on Multimedia, 2007 |
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| Indexation de Documents Manuscrits, , in: Proceedings du Colloque International Francophone sur l'Ecrit et le Document (CIFED06), 2006 |
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| Offline Recognition of Unconstrained Handwritten Texts Using HMMs and Statistical Language Models, , and , Idiap-RR-22-2003 |
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