Keywords:
Publications of Samy Bengio sorted by recency
| Estimation of Conditional Distributions using Gaussian Mixture Models, , and , Idiap-RR-03-2002 |
|
| Confidence Measures for Multimodal Identity Verification, , , and , in: Information Fusion, 3(04), 2002 |
|
| Conditional Gaussian Mixture Models for Environmental Risk Mapping, , and , in: IEEE International Workshop on Neural Networks for Signal Processing (NNSP), 2002 |
|
| An Asynchronous Hidden Markov Model for Audio-Visual Speech Recognition, , in: Advances in Neural Information Processing Systems, NIPS 15, MIT Press, 2003 |
|
| A State-of-the-art Neural Network for Robust Face Verification, , and , in: Proceedings of the COST275 Workshop on The Advent of Biometrics on the Internet, 2002 |
|
| A Parallel Mixture of SVMs for Very Large Scale Problems, , and , in: Neural Computation, 14(05), 2002 |
|
| A Multi-sample Multi-source Model for Biometric Authentication, , and , in: IEEE International Workshop on Neural Networks for Signal Processing (NNSP), 2002 |
|
| 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 |
|
| Variance Reduction Techniques in Biometric Authentication, and , Idiap-RR-17-2003 |
|
| Towards Computer Understanding of Human Interactions, , , and , Idiap-RR-45-2003 |
|
| The Expected Performance Curve, , and , in: International Conference on Machine Learning, ICML, Workshop on ROC Analysis in Machine Learning, 2005 |
|
| The BANCA Database and Evaluation Protocol, , , , , , , , , , , and , in: 4th International Conference on Audio- and Video-Based Biometric Person Authentication, AVBPA, Springer-Verlag, 2003 |
|
| Textual Data Representation, and , Idiap-RR-74-2003 |
|
| Speech & Face Based Biometric Authentication at IDIAP, , , , , , , and , Idiap-RR-13-2003 |
|
| Speech & Face Based Biometric Authentication at IDIAP, , , , , , , and , in: Proceedings of the 2003 IEEE International Conference on Multimedia & Expo (ICME-03), 2003 |
| Scaling Large Learning Problems with Hard Parallel Mixtures, , and , in: International Journal on Pattern Recognition and Artificial Intelligence (IJPRAI), 17(3), 2003 |
|
| Scalability Analysis of Audio-Visual Person Identity Verification, , , and , in: 4th International Conference on Audio- and Video-Based Biometric Person Authentication, AVBPA, Springer-Verlag, 2003 |
|
| Robust Features for Frontal Face Authentication in Difficult Image Conditions, and , Idiap-RR-05-2003 |
|
| Robust Features for Frontal Face Authentication in Difficult Image Conditions, and , in: Proceedings of 4th International Conference on Audio- and Video-based Biometric Person Authentication (AVBPA-03), 2003 |
| Phoneme-Grapheme Based Speech Recognition System, , , and , in: Proceedings of IEEE ASRU, 2003 |
|
| Online Policy Adaptation for Ensemble Classifiers, and , in: 12th European Symposium on Artificial Neural Networks, ESANN 04, 2004 |
| Online Policy Adaptation for Ensemble Classifiers, and , in: Neurocomputing, 2005 |
|
| On automatic annotation of meeting databases, , , , and , in: IEEE International Conference on Image Processing (ICIP), 2003 |
|
| Offline Recognition of Unconstrained Handwritten Texts Using HMMs and Statistical Language Models, , and , in: IEEE Transactions on Pattern Analysis and Machine Intelligence, 26(6), 2004 |
|
| Offline Recognition of Large Vocabulary Cursive Handwritten Text, , and , in: Proceedings of International Conference on Document Analysis and Recognition (ICDAR), 2003 |
|
| Non-Linear Variance Reduction Techniques in Biometric Authentication, and , in: Workshop on Multimodal User Authentication, 2003 |
|
| Nonlinear Analysis of Cognitive and Motor-related EEG Signals, and , Idiap-RR-14-2003 |
| Noise Robust Discriminative Models, and , Idiap-RR-40-2003 |
|
| Multimodal Authentication using Asynchronous HMMs, , in: 4th International Conference on Audio- and Video-Based Biometric Person Authentication, AVBPA, Springer-Verlag, 2003 |
|
| Multi-Modal Audio-Visual Event Recognition for Football Analysis, , and , in: Proc. IEEE Workshop on Neural Networks for Signal Processing (NNSP), 2003 |
|
| Meeting Data Collection Specifications, , and , Idiap-Com-10-2003 |
|
| Joint Decoding for Phoneme-Grapheme Continuous Speech Recognition, , and , in: Proceedings of ICASSP, 2004 |
|
| Improving Face Authetication Using Virtual Samples, , and , in: IEEE International Conference on Acoustics, Speech, and Signal Processing, 2003 |
|
| From Samples to Objects in Kernel Methods, and , Idiap-RR-29-2003 |
|
| Face Verification Using Adapted Generative Models, , and , in: The 6th International Conference on Automatic Face and Gesture Recognition, FG2004, IEEE, 2004 |
|
| Evaluation of formant-like features for automatic speech recognition, , , , , and , Idiap-RR-08-2003 |
|
| Client Dependent GMM-SVM Models for Speaker Verification, and , in: International Conference on Artificial Neural Networks, ICANN/ICONIP 2003, Springer Verlag, 2003 |
|
| Boosting HMMs with an application to speech recognition, and , in: IEEE International Conference on Acoustic, Speech, and Signal Processing, ICASSP, 2004 |
|
| Augmenting Frontal Face Models for Non-Frontal Verification, and , in: Proceedings of the 2003 Workshop on Multimodal User Authentication (MMUA'03), 2003 |
| An Investigation of Spectral Subband Centroids for Speaker Authentication, , and , in: Int'l Conf. on Biometric Authentication, 2004 |
|
| An Alternative To Silence Removal For Text-Independent Speaker Verification, and , Idiap-RR-51-2003 |
|
| A Statistical Significance Test for Person Authentication, and , in: Proceedings of Odyssey 2004: The Speaker and Language Recognition Workshop, 2004 |
|
| User Authentication via Adapted Statistical Models of Face Images, , and , in: IEEE Transaction on Signal Processing, 2005 |
|
| Towards using hierarchical posteriors for flexible automatic speech recognition systems, , , , , and , Idiap-RR-58-2004 |
|
| Theme Topic Mixture Model: A Graphical Model for Document Representation, and , in: Pascal Workshop on Text Mining and Understanding, 2004 |
|
| The Expected Performance Curve: a New Assessment Measure for Person Authentication, and , in: Proceedings of Odyssey 2004: The Speaker and Language Recognition Workshop, 2004 |
|
| Tangent Vector Kernels for Invariant Image Classification with SVMs, and , in: 17th Int. Conf. Pattern Recognition (ICPR), 2004 |
|
| Statistical Transformations of Frontal Models for Non-Frontal Face Verification, and , in: Proceedings of the IEEE International Conference on Image Processing (ICIP), 2004 |
|
| {S}ignificance {T}ests for {\em Bizarre} {M}easures in 2-{C}lass {C}lassification {T}asks, , and , Idiap-RR-34-2004 |
|