Keywords:
Publications of Samy Bengio
2005
| Performance Generalization in Biometric Authentication Using Joint User-Specific and Sample Bootstraps, , and , Idiap-RR-60-2005 |
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| Semi-supervised Adapted HMMs for Unusual Event Detection, , , and , in: Pro. IEEE CVPR, 2005 |
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| Semi-supervised Meeting Event Recognition with Adapted HMMs, , and , in: Pro. IEEE ICME, 2005 |
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| Semi-supervised Meeting Event Recognition with Adapted HMMs, , and , Idiap-RR-15-2005 |
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| The Expected Performance Curve, , and , in: International Conference on Machine Learning, ICML, Workshop on ROC Analysis in Machine Learning, 2005 |
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| Towards Explaining the Success (Or Failure) of Fusion in Biometric Authentication, and , Idiap-RR-43-2005 |
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| User Authentication via Adapted Statistical Models of Face Images, , and , in: IEEE Transaction on Signal Processing, 2005 |
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| Using Chimeric Users to Construct Fusion Classifiers in Biometric Authentication Tasks: An Investigation, and , Idiap-RR-59-2005 |
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| Using Chimeric Users to Construct Fusion Classifiers in Biometric Authentication Tasks: An Investigation, and , Idiap-RR-59-2005 |
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| Using more informative posterior probabilities for speech recognition, , , and , Idiap-RR-91-2005 |
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| Writer Identification for Smart Meeting Room Systems, , , , , and , Idiap-RR-70-2005 |
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2004
| A Gentle Hessian for Efficient Gradient Descent, and , in: IEEE International Conference on Acoustic, Speech, and Signal Processing, ICASSP, 2004 |
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| A New Speech Recognition Baseline System for Numbers 95 Version 1.3 Based on Torch, and , Idiap-RR-16-2004 |
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| A Novel Approach to Combining Client-Dependent and Confidence Information in Multimodal Biometric, and , Idiap-RR-68-2004 |
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| A Statistical Significance Test for Person Authentication, and , in: Proceedings of Odyssey 2004: The Speaker and Language Recognition Workshop, 2004 |
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| A Study of the Effects of Score Normalisation Prior to Fusion in Biometric Authentication Tasks, and , Idiap-RR-69-2004 |
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| A Unified Framework for Score Normalization Techniques Applied to Text Independent Speaker Verification, and , Idiap-RR-62-2004 |
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| An Investigation of F-ratio Client-Dependent Normalisation on Biometric Authentication Tasks, and , Idiap-RR-46-2004 |
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| An Investigation of Spectral Subband Centroids for Speaker Authentication, , and , in: Int'l Conf. on Biometric Authentication, 2004 |
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| Automatic Analysis of Multimodal Group Actions in Meetings, , , , , and , in: IEEE Transactions on Pattern Analysis and Machine Intelligence (to appear), 2004 |
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| Boosting HMMs with an application to speech recognition, and , in: IEEE International Conference on Acoustic, Speech, and Signal Processing, ICASSP, 2004 |
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| Boosting word error rates, and , Idiap-RR-49-2004 |
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| Database, Protocol and Tools for Evaluating Score-Level Fusion Algorithms in Biometric Authentication, and , Idiap-RR-44-2004 |
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| Detecting Group Interest-level in Meetings, , , and , Idiap-RR-51-2004 |
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| Estimates of Parameter Distributions for Optimal Action Selection, and , Idiap-RR-72-2004 |
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| Estimating the Quality of Face Localization for Face Verification, , , and , in: IEEE International Conference on Image Processing, ICIP, 2004 |
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| Estimating the Quality of Face Localization for Face Verification, , , and , Idiap-RR-07-2004 |
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| Evaluation of Formant-Like Features for Automatic Speech Recognition, , , , , and , in: Journal of the Acoustical Society of America (JASA), 116(3), 2004 |
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| Evidences of Equal Error Rate Reduction in Biometric Authentication Fusion, and , Idiap-RR-43-2004 |
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| Face Verification Using Adapted Generative Models, , and , in: The 6th International Conference on Automatic Face and Gesture Recognition, FG2004, IEEE, 2004 |
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| HMM and IOHMM Modeling of EEG Rhythms for Asynchronous BCI Systems, and , in: European Symposium on Artificial Neural Networks ESANN, 2004 |
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| How Do Correlation and Variance of Base-Experts Affect Fusion in Biometric Authentication Tasks?, and , Idiap-RR-18-2004 |
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| Improving Fusion with Margin-Derived Confidence In Biometric Authentication Tasks, and , Idiap-RR-63-2004 |
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| Improving Single Modal and Multimodal Biometric Authentication Using F-ratio Client-Dependent Normalisation, and , Idiap-RR-52-2004 |
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| Invariances in Kernel Methods: From Samples to Objects, and , Idiap-RR-56-2004 |
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| Joint Decoding for Phoneme-Grapheme Continuous Speech Recognition, , and , in: Proceedings of ICASSP, 2004 |
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| Links Between Perceptrons, MLPs and SVMs, and , in: International Conference on Machine Learning, ICML, 2004 |
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| Links between Perceptrons, MLPs and SVMs, and , Idiap-RR-06-2004 |
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| Modeling Individual and Group Actions in Meetings With Layered HMMs, , , , and , in: IEEE Transaction on Multimedia, June, 2006, 2004 |
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| Modeling Individual and Group Actions in Meetings With Layered HMMs, , , , and , Idiap-RR-33-2004 |
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| Modeling Individual and Group Actions in Meetings: a Two-Layer HMM Framework, , , , and , in: the Second IEEE Workshop on Event Mining: Detection and Recognition of Events in Video, In Association with CVPR, 2004 |
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| Modeling Individual and Group Actions in Meetings: a Two-Layer HMM Framework, , , , and , Idiap-RR-09-2004 |
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| Multimodal Group Action Clustering in Meetings, , , , and , in: ACM 2nd International Workshop on Video Surveillance & Sensor Networks in conjunction with 12th ACM International Conference on Multimedia, 2004 |
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| Multimodal Group Action Clustering in Meetings, , , , and , Idiap-RR-24-2004 |
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| Multimodal Speech Processing Using Asynchronous Hidden Markov Models, , in: Information Fusion, 5(2), 2004 |
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| Noise-Robust Multi-Stream Fusion for Text-Independent Speaker Authentication, and , in: The Speaker and Recognition Workshop, 2004 |
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| Noise-Robust Multi-Stream Fusion for Text-Independent Speaker Authentication, and , Idiap-RR-01-2004 |
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| 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 |
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| On Performance / Robustness / Complexity Trade-Offs in Face Verification, , and , Idiap-RR-74-2004 |
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| Online Policy Adaptation for Ensemble Classifiers, and , in: 12th European Symposium on Artificial Neural Networks, ESANN 04, 2004 |