Keywords:
Publications of Samy Bengio
2004
| Semi-supervised Adapted HMMs for Unusual Event Detection, , and , Idiap-RR-80-2004 |
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| Sequence Classification with Input-Output Hidden Markov Models, and , Idiap-RR-13-2004 |
| {S}ignificance {T}ests for {\em Bizarre} {M}easures in 2-{C}lass {C}lassification {T}asks, , and , Idiap-RR-34-2004 |
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| Statistical Transformation Techniques for Face Verification Using Faces Rotated in Depth, and , Idiap-RR-04-2004 |
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| Statistical Transformations of Frontal Models for Non-Frontal Face Verification, and , in: Proceedings of the IEEE International Conference on Image Processing (ICIP), 2004 |
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| Tangent Vector Kernels for Invariant Image Classification with SVMs, and , in: 17th Int. Conf. Pattern Recognition (ICPR), 2004 |
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| The Expected Performance Curve: a New Assessment Measure for Person Authentication, and , in: Proceedings of Odyssey 2004: The Speaker and Language Recognition Workshop, 2004 |
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| Theme Topic Mixture Model: A Graphical Model for Document Representation, and , in: Pascal Workshop on Text Mining and Understanding, 2004 |
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| Theme Topic Mixture Model: A Graphical Model for Document Representation, and , Idiap-RR-05-2004 |
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| Towards Predicting Optimal Subsets of Base-Experts in Biometric Authentication Task, and , Idiap-RR-17-2004 |
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| Towards using hierarchical posteriors for flexible automatic speech recognition systems, , , , , and , Idiap-RR-58-2004 |
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| User Authentication via Adapted Statistical Models of Face Images, , and , Idiap-RR-38-2004 |
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| Why Do Multi-Stream, Multi-Band and Multi-Modal Approaches Work on Biometric User Authentication Tasks?, and , in: Proceedings of the 2004 IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP-04), 2004 |
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2003
| A New Margin-Based Criterion for Efficient Gradient Descent, and , Idiap-RR-16-2003 |
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| A Statistical Significance Test for Person Authentication, and , Idiap-RR-83-2003 |
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| Adapted Generative Models For Face Verification, , and , Idiap-RR-76-2003 |
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| An Alternative To Silence Removal For Text-Independent Speaker Verification, and , Idiap-RR-51-2003 |
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| An Asynchronous Hidden Markov Model for Audio-Visual Speech Recognition, , in: Advances in Neural Information Processing Systems, NIPS 15, MIT Press, 2003 |
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| An Investigation of Spectral Subband Centroids for Speaker Authentication, , and , Idiap-RR-62-2003 |
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| Augmenting Frontal Face Models for Non-Frontal Verification, and , in: Proceedings of the 2003 Workshop on Multimodal User Authentication (MMUA'03), 2003 |
| Automatic Analysis of Multimodal Group Actions in Meetings, , , , , and , Idiap-RR-27-2003 |
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| Boosting HMMs with an application to speech recognition, and , Idiap-RR-41-2003 |
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| Client Dependent GMM-SVM Models for Speaker Verification, and , in: International Conference on Artificial Neural Networks, ICANN/ICONIP 2003, Springer Verlag, 2003 |
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| Client Dependent GMM-SVM Models for Speaker Verification, and , Idiap-RR-03-2003 |
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| Evaluation of formant-like features for automatic speech recognition, , , , , and , Idiap-RR-08-2003 |
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| Face Verification Using Synthesized Non-Frontal Models, and , Idiap-RR-60-2003 |
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| From Samples to Objects in Kernel Methods, and , Idiap-RR-29-2003 |
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| HMM and IOHMM Modeling of EEG Rhythms for Asynchronous BCI Systems, and , Idiap-RR-49-2003 |
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| Improving Face Authetication Using Virtual Samples, , and , in: IEEE International Conference on Acoustics, Speech, and Signal Processing, 2003 |
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| Joint Decoding for Phoneme-Grapheme Continuous Speech Recognition, , and , Idiap-RR-52-2003 |
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| Meeting Data Collection Specifications, , and , Idiap-Com-10-2003 |
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| Modeling Human Interaction in Meetings, , , , , , , and , in: Proceedings of International Conference on Acoustics, Speech and Signal Processing, 2003 |
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| Multi-Modal Audio-Visual Event Recognition for Football Analysis, , and , in: Proc. IEEE Workshop on Neural Networks for Signal Processing (NNSP), 2003 |
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| Multi-Modal Audio-Visual Event Recognition for Football Analysis, , and , Idiap-RR-12-2003 |
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| Multimodal Authentication using Asynchronous HMMs, , in: 4th International Conference on Audio- and Video-Based Biometric Person Authentication, AVBPA, Springer-Verlag, 2003 |
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| Multimodal Authentication using Asynchronous HMMs, , Idiap-RR-02-2003 |
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| Noise Robust Discriminative Models, and , Idiap-RR-40-2003 |
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| Non-Linear Variance Reduction Techniques in Biometric Authentication, and , in: Workshop on Multimodal User Authentication, 2003 |
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| Non-Linear Variance Reduction Techniques in Biometric Authentication, and , Idiap-RR-26-2003 |
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| Nonlinear Analysis of Cognitive and Motor-related EEG Signals, and , Idiap-RR-14-2003 |
| Offline Recognition of Large Vocabulary Cursive Handwritten Text, , and , in: Proceedings of International Conference on Document Analysis and Recognition (ICDAR), 2003 |
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| Offline Recognition of Large Vocabulary Cursive Handwritten Text, , and , Idiap-RR-01-2003 |
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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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| On automatic annotation of meeting databases, , , , and , in: IEEE International Conference on Image Processing (ICIP), 2003 |
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| On automatic annotation of meeting databases, , , , and , Idiap-RR-06-2003 |
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| Online Policy Adaptation for Ensemble Classifiers, and , Idiap-RR-69-2003 |
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| Online Policy Adaptation for Ensemble Classifiers, and , Idiap-RR-69-2003 |
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| Phoneme-Grapheme Based Speech Recognition System, , , and , in: Proceedings of IEEE ASRU, 2003 |
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| Phoneme-Grapheme Based Speech Recognition System, , , and , Idiap-RR-37-2003 |
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