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Proc. Int. Conf. on Multimodal Interfaces (ICMI) (2005)


{IEEE} International Conference on Information Technology and Applications, {ICITA} (2005)

On Accuracy/Robustness/Complexity Trade-Offs in Face Verification, Conrad Sanderson, Fabien Cardinaux and Samy Bengio, in: IEEE International Conference on Information Technology and Applications, ICITA, 2005
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Pro. IEEE CVPR (2005)


Pro. IEEE ICME (2005)


Proceedings of ISCA European Conference on Speech Communication and Technology (Eurospeech) (2005)

Spectral Entropy Feature in Full-Combination Multi-Stream for Robust ASR, Hemant Misra and Hervé Bourlard, in: Proceedings of ISCA European Conference on Speech Communication and Technology (Eurospeech), 2005
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Pro. IEEE ICME (2005)


Machine Learning for Multimodal Interaction: Second International Workshop, {MLMI'2005} (2005)


International Conference on Machine Learning, {ICML}, Workshop on {ROC} Analysis in Machine Learning (2005)

The Expected Performance Curve, Samy Bengio, Johnny Mariéthoz and Mikaela Keller, in: International Conference on Machine Learning, ICML, Workshop on ROC Analysis in Machine Learning, 2005
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Proceedings of 8th International Conference on Text, Speech and Dialogue - TSD 2005 (2005)

The Role of Speech in Multimodal Human-Computer Interaction (Towards Reliable Rejection of Non-Keyword Input), Hynek Hermansky, Petr Fousek and Mikko Lehtonen, in: Proceedings of 8th International Conference on Text, Speech and Dialogue - TSD 2005, 2005
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Proc. Int. Workshop on Image Analysis for Multimedia Interactive Services (WIAMIS,',','), invited paper (2005)

Tracking People in Meetings with Particles, Daniel Gatica-Perez, Jean-Marc Odobez, Silèye O. Ba, Kevin C. Smith and Guillaume Lathoud, in: Proc. Int. Workshop on Image Analysis for Multimedia Interactive Services (WIAMIS,',','), invited paper, 2005
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Proceedings of the 2005 {IEEE} {ASRU} {W}orkshop (2005)


Proceedings of the 19th International Joint Conference on Artificial Intelligence (2005)

You Are Wrong!---Automatic Detection of Interaction Errors from Brain Waves, Pierre W. Ferrez and José del R. Millán, in: Proceedings of the 19th International Joint Conference on Artificial Intelligence, 2005
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{IEEE} International Conference on Acoustic, Speech, and Signal Processing, {ICASSP} (2004)

A Gentle Hessian for Efficient Gradient Descent, Ronan Collobert and Samy Bengio, in: IEEE International Conference on Acoustic, Speech, and Signal Processing, ICASSP, 2004
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17th Int. Conf. Pattern Recognition (ICPR) (2004)


{P}roceedings of the 2004 {SAPA} {W}orkshop (2004)


Proceedings of Odyssey 2004: The Speaker and Language Recognition Workshop (2004)

A Statistical Significance Test for Person Authentication, Samy Bengio and Johnny Mariéthoz, in: Proceedings of Odyssey 2004: The Speaker and Language Recognition Workshop, 2004
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Proceedings of the 6th International Conference on Automatic Face and Gesture Recognition (2004)

A Symmetric Transformation for LDA-based Face Verification, Sébastien Marcel, in: Proceedings of the 6th International Conference on Automatic Face and Gesture Recognition, IEEE Computer Society Press, 2004
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Int'l Conf. on Biometric Authentication (2004)


Int. Conf. on Image and Video Retrieval (CIVR) (2004)


{IEEE} International Conference on Acoustic, Speech, and Signal Processing, {ICASSP} (2004)

Boosting HMMs with an application to speech recognition, Christos Dimitrakakis and Samy Bengio, in: IEEE International Conference on Acoustic, Speech, and Signal Processing, ICASSP, 2004
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Biometric Authentication Workshop of the 8th European Conference on Computer Vision, BIOAW2004 (2004)

Boosting Pixel-based Classifiers for Face Verification, Sébastien Marcel and Yann Rodriguez, in: Biometric Authentication Workshop of the 8th European Conference on Computer Vision, BIOAW2004, Springer-Verlag, 2004
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ICASSP (2004)


Proceedings of the 2004 IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP-04) (2004)

Confidence Measures in Multiple pronunciations Modeling For Speaker Verification, Mohamed Faouzi BenZeghiba and Hervé Bourlard, in: Proceedings of the 2004 IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP-04), 2004
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International Conference on Computer Vision and Pattern Recognition (2004)

Cue integration through discriminative accumulation, Maria Elena Nilsback and Barbara Caputo, in: International Conference on Computer Vision and Pattern Recognition, 2004
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Proceedings of International Workshop on Frontiers in Handwriting Recognition (2004)

Effect of Recognition Errors on Information Retrieval Performance, Alessandro Vinciarelli, in: Proceedings of International Workshop on Frontiers in Handwriting Recognition, 2004
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17th Int. Conf. Pattern Recognition (ICPR) (2004)

Embedding motion in model-based stochastic tracking, Jean-Marc Odobez and Daniel Gatica-Perez, in: 17th Int. Conf. Pattern Recognition (ICPR), 2004
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Proceedings of the INTERSPEECH-ICSLP-04 (2004)


{IEEE} International Conference on Image Processing, {ICIP} (2004)


The 6th International Conference on Automatic Face and Gesture Recognition, FG2004 (2004)

Face Verification Using Adapted Generative Models, Fabien Cardinaux, Conrad Sanderson and Samy Bengio, in: The 6th International Conference on Automatic Face and Gesture Recognition, FG2004, IEEE, 2004
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Proceedings IEEE WIAMIS 2004(5th International Workshop on Image Analysis for Multimedia Interactive Services,',','), 21-23 April, 2004, Lisboa, Portugal (2004)

Fusion of Structural and Color Local Descriptors for Enhanced Object Recognition, Pedro Quelhas and Jean-Marc Odobez, in: Proceedings IEEE WIAMIS 2004(5th International Workshop on Image Analysis for Multimedia Interactive Services,',','), 21-23 April, 2004, Lisboa, Portugal, 2004
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European Symposium on Artificial Neural Networks {ESANN} (2004)

HMM and IOHMM Modeling of EEG Rhythms for Asynchronous BCI Systems, Silvia Chiappa and Samy Bengio, in: European Symposium on Artificial Neural Networks ESANN, 2004
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Proceedings of ICASSP (2004)


International Conference on Machine Learning, {ICML} (2004)

Links Between Perceptrons, MLPs and SVMs, Ronan Collobert and Samy Bengio, in: International Conference on Machine Learning, ICML, 2004
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IEEE Transaction on Multimedia, June, 2006 (2004)


the Second IEEE Workshop on Event Mining: Detection and Recognition of Events in Video, In Association with CVPR (2004)

Modeling Individual and Group Actions in Meetings: a Two-Layer HMM Framework, Dong Zhang, Daniel Gatica-Perez, Samy Bengio, Iain A. McCowan and Guillaume Lathoud, in: the Second IEEE Workshop on Event Mining: Detection and Recognition of Events in Video, In Association with CVPR, 2004
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Proceedings of ICSLP (2004)


ACM 2nd International Workshop on Video Surveillance & Sensor Networks in conjunction with 12th ACM International Conference on Multimedia (2004)

Multimodal Group Action Clustering in Meetings, Dong Zhang, Daniel Gatica-Perez, Samy Bengio, Iain A. McCowan and Guillaume Lathoud, in: ACM 2nd International Workshop on Video Surveillance & Sensor Networks in conjunction with 12th ACM International Conference on Multimedia, 2004
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Proceedings of International Conference on Spoken Language Processing (ICSLP) (2004)

New Nonsense Syllables Database -- Analyses and Preliminary ASR Experiments, Petr Fousek, Petr Svojanovsky, Frantisek Grezl and Hynek Hermansky, in: Proceedings of International Conference on Spoken Language Processing (ICSLP), 2004
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The Speaker and Recognition Workshop (2004)


Proceedings of International Conference on Pattern Recognition (ICPR) (2004)

Noisy Text Categorization, Alessandro Vinciarelli, in: Proceedings of International Conference on Pattern Recognition (ICPR), 2004
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17th International Conference on Pattern Recognition ({ICPR}) (2004)


Proceedings of the International Joint Conference on Neural Networks (2004)

On the Need for On-Line Learning in Brain-Computer Interfaces, José del R. Millán, in: Proceedings of the International Joint Conference on Neural Networks, 2004
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Proceedings of the 2004 IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP-04) (2004)

On Use of Task Independent Training Data in Tandem Feature Extraction, Sunil Sivadas and Hynek Hermansky, in: Proceedings of the 2004 IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP-04), 2004
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12th European Symposium on Artificial Neural Networks, {ESANN} 04 (2004)

Online Policy Adaptation for Ensemble Classifiers, Christos Dimitrakakis and Samy Bengio, in: 12th European Symposium on Artificial Neural Networks, ESANN 04, 2004

British Machine Vision Conference (BMVC) (2004)

Order Matters: A Distributed Sampling Method for Multi-Object Tracking, Kevin C. Smith, in: British Machine Vision Conference (BMVC), 2004
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Proceedings of the 2004 IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP-04) (2004)

Phase AutoCorrelation (PAC) features in Entropy based Multi-Stream for Robust Speech Recognition, Shajith Ikbal, Hemant Misra, Hervé Bourlard and Hynek Hermansky, in: Proceedings of the 2004 IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP-04), 2004
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Proc. ACM Int. Conf. on Multimedia (ACM MM) (2004)

PLSA-based Image Auto-Annotation: Constraining the Latent Space, Florent Monay and Daniel Gatica-Perez, in: Proc. ACM Int. Conf. on Multimedia (ACM MM), 2004
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International Conference on Spoken Language Processing (ICSLP~2004) (2004)

Posteriori Probabilities and Likelihoods Combination for Speech and Speaker Recognition, Mohamed Faouzi BenZeghiba and Hervé Bourlard, in: International Conference on Spoken Language Processing (ICSLP~2004), 2004
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Proceedings of SST 2004 (10th Australian International Conference on Speech Science & Technology,',','), Sydney, Australia, 2004 (2004)

Pseudo-Syntactic Language Modeling for Disfluent Speech Recognition, Michael McGreevy, in: Proceedings of SST 2004 (10th Australian International Conference on Speech Science & Technology,',','), Sydney, Australia, 2004, 2004
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the International Conference on Pattern Recognition (ICPR) (2004)

Real-Time Face Detection Using Boosting Learning in Hierarchical Feature Spaces, Dong Zhang, S. Z. Li and Daniel Gatica-Perez, in: the International Conference on Pattern Recognition (ICPR), 2004
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