Keywords:
Publications of Samy Bengio
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 |
| Robust Features for Frontal Face Authentication in Difficult Image Conditions, and , Idiap-RR-05-2003 |
|
| Robust Speech Recognition and Feature Extraction Using HMM2, , , and , in: Computer Speech & Language, 17(2-3), 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 |
|
| Scalability Analysis of Audio-Visual Person Identity Verification, , , and , Idiap-RR-04-2003 |
|
| Scaling Large Learning Problems with Hard Parallel Mixtures, , and , in: International Journal on Pattern Recognition and Artificial Intelligence (IJPRAI), 17(3), 2003 |
|
| Speech & Face Based Biometric Authentication at IDIAP, , , , , , , and , in: Proceedings of the 2003 IEEE International Conference on Multimedia & Expo (ICME-03), 2003 |
| Speech & Face Based Biometric Authentication at IDIAP, , , , , , , and , Idiap-RR-13-2003 |
|
| Tangent Vector Kernels for Invariant Image Classification with SVMs, and , Idiap-RR-75-2003 |
|
| Textual Data Representation, and , Idiap-RR-74-2003 |
|
| The BANCA Database and Evaluation Protocol, , , , , , , , , , , and , in: 4th International Conference on Audio- and Video-Based Biometric Person Authentication, AVBPA, Springer-Verlag, 2003 |
|
| The Expected Performance Curve, , and , Idiap-RR-85-2003 |
|
| The Expected Performance Curve: a New Assessment Measure for Person Authentication, and , Idiap-RR-84-2003 |
|
| Towards Computer Understanding of Human Interactions, , , and , Idiap-RR-45-2003 |
|
| Variance Reduction Techniques in Biometric Authentication, and , Idiap-RR-17-2003 |
|
| Why Do Multi-Stream, Multi-Band and Multi-Modal Approaches Work on Biometric User Authentication Tasks?, and , Idiap-RR-59-2003 |
|
2002
| A Comparative Study of Adaptation Methods for Speaker Verification, and , in: International Conference on Spoken Language Processing ICSLP, 2002 |
|
| A Multi-sample Multi-source Model for Biometric Authentication, , and , in: IEEE International Workshop on Neural Networks for Signal Processing (NNSP), 2002 |
|
| A Multi-sample Multi-source Model for Biometric Authentication, , and , Idiap-RR-14-2002 |
|
| A Parallel Mixture of SVMs for Very Large Scale Problems, , and , in: Neural Computation, 14(05), 2002 |
|
| A Parallel Mixture of SVMs for Very Large Scale Problems, , and , in: Advances in Neural Information Processing Systems, NIPS 14, MIT Press, 2002 |
|
| 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 State-of-the-art Neural Network for Robust Face Verification, , and , Idiap-RR-36-2002 |
|
| An Asynchronous Hidden Markov Model for Audio-Visual Speech Recognition, , Idiap-RR-26-2002 |
|
| Conditional Gaussian Mixture Models for Environmental Risk Mapping, , and , in: IEEE International Workshop on Neural Networks for Signal Processing (NNSP), 2002 |
|
| Conditional Gaussian Mixture Models for Environmental Risk Mapping, , and , Idiap-RR-12-2002 |
|
| Confidence Measures for Multimodal Identity Verification, , , and , in: Information Fusion, 3(04), 2002 |
|
| Estimation of Conditional Distributions using Gaussian Mixture Models, , and , Idiap-RR-03-2002 |
|
| Evaluation of Formant-Like Features for ASR, , , , , and , in: International Conference on Spoken Language Processing (ICSLP 2002), 2002 |
|
| Evaluation of Formant-Like Features for ASR, , , , , and , Idiap-RR-04-2002 |
|
| Experimental Protocol on the BANCA Database, , , , , , , and , Idiap-RR-05-2002 |
|
| Hidden Markov Models and other Finite State Automata for Sequence Processing, and , in: The Handbook of Brain Theory and Neural Networks: The Second Edition, The MIT Press, 2002 |
|
| Hybrid generative-discriminative models for speech and speaker recognition, and , Idiap-RR-06-2002 |
|
| Improving Face Authetication Using Virtual Samples, , and , Idiap-RR-40-2002 |
|
| Improving Face Verification using Skin Color Information, and , in: Proceedings of the 16th International Conference on Pattern Recognition, IEEE Computer Society Press, 2002 |
|
| Increasing Speech Recognition Noise Robustness with HMM2, , and , in: IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 02), 2002 |
|
| Modeling Human Interaction in Meetings, , , , , , , and , Idiap-RR-59-2002 |
|
| Offline Cursive Word Recognition using Continuous Density Hidden Markov Models trained with PCA or ICA Features, and , in: Proceedings of International Conference on Pattern Recognition, 2002 |
|
| Online Policy Adaptation for Ensemble Algorithms, and , Idiap-RR-28-2002 |
|
| Proceedings of the Twelfth IEEE Workshop on Neural Networks for Signal Processing (NNSP), IEEE Press, 2002 |
| Scaling Large Learning Problems with Hard Parallel Mixtures, , and , in: International Workshop on Pattern Recognition with Support Vector Machines, SVM'2002, 2002 |
|
| The BANCA Database and Experimental Protocol for Speaker Verification, , , and , Idiap-RR-13-2002 |
|
| The MNIST Database of Handwritten upper-case letters, and , Idiap-Com-04-2002 |
|
| Torch: a modular machine learning software library, , and , Idiap-RR-46-2002 |
|
| Towards Robust and Adaptive Speech Recognition Models, , and , in: Mathematical Foundations of Speech Processing and Recognition, Springer-Verlag, 2002 |
|
| Towards Robust and Adaptive Speech Recognition Models, , and , Idiap-RR-47-2002 |
|
| Towards Robust and Adaptive Speech Recognition Models, , and , Idiap-RR-01-2002 |
|
| Transforming the feature vectors to improve HMM based cursive word recognition systems, and , Idiap-RR-32-2002 |
|
| Writer adaptation techniques in HMM based Off-Line Cursive Script Recognition, and , in: Proceedings of 8$^{th}$ International Conference on Frontiers on Handwriting Recognition, 2002 |
|
| Writer adaptation techniques in HMM based Off-Line Cursive Script Recognition, and , in: Pattern Recognition Letters, 23(8), 2002 |
|