Keywords:
Publications of Samy Bengio sorted by recency
| Sequence Classification with Input-Output Hidden Markov Models, and , Idiap-RR-13-2004 |
| Noise-Robust Multi-Stream Fusion for Text-Independent Speaker Authentication, and , in: The Speaker and Recognition Workshop, 2004 |
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| Multimodal Speech Processing Using Asynchronous Hidden Markov Models, , in: Information Fusion, 5(2), 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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| 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 With Layered HMMs, , , , and , in: IEEE Transaction on Multimedia, June, 2006, 2004 |
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| Links Between Perceptrons, MLPs and SVMs, and , in: International Conference on Machine Learning, ICML, 2004 |
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| Invariances in Kernel Methods: From Samples to Objects, and , Idiap-RR-56-2004 |
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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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| 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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| Evidences of Equal Error Rate Reduction in Biometric Authentication Fusion, and , Idiap-RR-43-2004 |
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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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| Estimating the Quality of Face Localization for Face Verification, , , and , in: IEEE International Conference on Image Processing, ICIP, 2004 |
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| Estimates of Parameter Distributions for Optimal Action Selection, and , Idiap-RR-72-2004 |
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| Detecting Group Interest-level in Meetings, , , and , in: IEEE Int. Conf. on Acoustics, Speech, and Signal Processing (ICASSP), 2005 |
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| Database, Protocol and Tools for Evaluating Score-Level Fusion Algorithms in Biometric Authentication, and , in: Fifth Int'l. Conf. Audio- and Video-Based Biometric Person Authentication AVBPA, 2005 |
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| Database, Protocol and Tools for Evaluating Score-Level Fusion Algorithms in Biometric Authentication, and , in: Pattern Recognition Journal, 2005 |
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| Boosting word error rates, and , in: IEEE International Conference on Acoustic, Speech, and Signal Processing, ICASSP, 2005 |
| 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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| 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 Novel Approach to Combining Client-Dependent and Confidence Information in Multimodal Biometric, and , in: Fifth Int'l. Conf. Audio- and Video-Based Biometric Person Authentication AVBPA, 2005 |
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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 Gentle Hessian for Efficient Gradient Descent, and , in: IEEE International Conference on Acoustic, Speech, and Signal Processing, ICASSP, 2004 |
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| Writer Identification for Smart Meeting Room Systems, , , , , and , in: Seventh IAPR Workshop on Document Analysis Systems, DAS, 2006 |
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| Towards Explaining the Success (Or Failure) of Fusion in Biometric Authentication, and , Idiap-RR-43-2005 |
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| Semi-supervised Meeting Event Recognition with Adapted HMMs, , and , in: Pro. IEEE ICME, 2005 |
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| Semi-supervised Adapted HMMs for Unusual Event Detection, , , and , in: Pro. IEEE CVPR, 2005 |
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| Performance Generalization in Biometric Authentication Using Joint User-Specific and Sample Bootstraps, , and , in: IEEE Pattern Analysis and Machine intelligence, 2007 |
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| On transforming statistical models for non-frontal face verification, , and , in: Pattern Recognition (in press), 2005 |
[DOI] |
| On Accuracy/Robustness/Complexity Trade-Offs in Face Verification, , and , in: IEEE International Conference on Information Technology and Applications, ICITA, 2005 |
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| Multi Channel Sequence Processing, and , Idiap-RR-04-2005 |
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| Modeling Interactions from Email Communication, , and , in: Proc. IEEE International Conference on Multimedia & Expo (ICME,',','), 2006, 2006 |
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| Measuring the Performance of Face Localization Systems, , , and , in: Image and Vision Computing Journal, 24(8), 2006 |
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| Machine Learning for Multimodal Interaction: First International Workshop, MLMI'2004, Springer-Verlag Heidelberg, 2005 |
| Learning influence among interacting Markov chains, , , and , in: NIPS, 2005 |
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| Joint Training of Multi-Stream HMMs, , Idiap-RR-22-2005 |
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| Inferring Document Similarity from Hyperlinks, and , in: ACM Conference on Information and Knowledge Management, 2005 |
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| Improving Fusion with Margin-Derived Confidence In Biometric Authentication Tasks, and , in: Fifth Int'l. Conf. Audio- and Video-Based Biometric Person Authentication AVBPA, 2005 |
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| How Do Correlation and Variance of Base-Experts Affect Fusion in Biometric Authentication Tasks?, and , in: IEEE Trans. on Signal Processing, 2005 |
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| Hierarchical Multi-Stream Posterior Based Speech Recognition System, , and , in: Proceedings MLMI workshop, 2005 |
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| Gradient estimates of return distributions, and , in: PASCAL Workshop on Principled Methods of Trading Exploration and Exploitation, 2005 |
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| F-ratio Client-Dependent Normalisation on Biometric Authentication Tasks, and , in: Proceedings of the 2005 IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP-05), 2005 |
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| Extracting Information from Multimedia Meeting Collections, , and , in: 7th ACM SIGMM International Workshop on Multimedia Information Retrieval, 2005 |
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| Exploiting Hyperlinks to Learn a Retrieval Model, and , in: NIPS Workshop on Learning to Rank, 2005 |
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| EER of Fixed and Trainable Fusion Classifiers: A Theoretical Study with Application to Biometric Authentication Tasks, and , in: Sixth International Workshop on Multiple Classifier System (MCS2005), 2005 |
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| Developing and Enhancing Posterior Based Speech Recognition Systems, , , and , in: Proceedings of Interspeech, 2005 |
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| Compensating User-Specific Information with User-Independent Information in Biometric Authentication Tasks, and , Idiap-RR-44-2005 |
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| Chord Representations for Probabilistic Models, , and , Idiap-RR-58-2005 |
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| Can Chimeric Persons Be Used in Multimodal Biometric Authentication Experiments?, and , Idiap-RR-20-2005 |
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| Can a Professional Imitator Fool a GMM-Based Speaker Verification System?, and , Idiap-RR-61-2005 |
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