PASCAL - Pattern Analysis, Statistical Modelling and Computational Learning

EPrints submitted by Samy Bengio

Click here to see user's record.

Number of EPrints submitted by this user: 28

Links Between Perceptrons, MLPs, and SVMs
Ronan Collobert and Samy Bengio
In: International Conference on Machine Learning, ICML, July 2004, Banff, Canada.

Tangent Vector Kernels for Invariant Image Classification with SVMs
Alexei Pozdnoukov and Samy Bengio
In: International Conference on Pattern Recognition, ICPR'2004, August 2004, Cambridge, UK.

Modeling Individual and Group Action in Meetings: a Two-layer HMM Framework
Dong Zhang, Daniel Gatica-Perez, Samy Bengio, Iain McCowan and Guillaume Lathoud
In: IEEE Workshop on Event Mining: Detection and Recognition of Events in Video (In Association with CVPR 2004), June 2004, Washington, USA.

Estimating the Quality of Face Localization for Face Verification
Yann Rodriguez, Fabien Cardinaux, Johnny Mariéthoz and Samy Bengio
In: IEEE International Conference on Image Processing, ICIP, Oct 2004, Singapore.

Towards Using Hierarchical Posteriors for Flexible Automatic Speech Recognition Systems
Hervé Bourlard, Samy Bengio, Mathew Magimai Doss, Qifeng Zhu, Bertrand Mesot and Nelson Morgan
(2004) Technical Report. IDIAP Research Institute.

Machine Learning for Multimodal Interaction: First International Workshop, MLMI 2004
Samy Bengio and Hervé Bourlard, ed. (2005) Lecture Notes in Computer Science , Volume 3361 . Springer-Verlag , Berlin Heidelberg . ISBN 3-540-24509-X

Multi Channel Sequence Processing
Samy Bengio and Hervé Bourlard
In: Machine Learning Workshop, 2005, Sheffield, UK.

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, Bonn, Germany(2005).

Detecting Interest-Level in Meetings
Daniel Gatica-Perez, Iain McCowan, Dong Zhang and Samy Bengio
In: IEEE International Conference on Acoustic, Speech, and Signal Processing (ICASSP)(2005).

A Probabilistic Interpretation of SVMs with an Application to Unbalanced Classification
Yves Grandvalet, Johnny Mariéthoz and Samy Bengio
In: Advances in Neural Information Processing Systems, NIPS, Vancouver, Canada(2005).

Inferring Document Similarity from Hyperlinks
David Grangier and Samy Bengio
In: Proceedings of the Conference on Information and Knowledge Management, CIKM, 2005.

A Unified Framework for Score Normalization Techniques Applied to Text Independent Speaker Verification
Johnny Mariéthoz and Samy Bengio
IEEE Signal Processing Letters Volume 12, Number 7, pp. 532-535, 2005.

Automatic Analysis of Multimodal Group Actions in Meetings
Iain McCowan, Daniel Gatica-Perez, Samy Bengio, Guillaume Lathoud, Mark Barnard and Dong Zhang
IEEE Transactions on Pattern Analysis and Machine Intelligence Volume 27, Number 3, pp. 305-317, 2005.

Semi-Supervised Adapted HMMs for Unusual Event Detection
Dong Zhang, Daniel Gatica-Perez, Samy Bengio and Iain McCowan
In: IEEE Conference on Computer Vision and Pattern Recognition, CVPR, 2005.

Semi-Supervised Meeting Event Recognition with Adapted HMMs
Dong Zhang, Daniel Gatica-Perez, Samy Bengio and Iain McCowan
In: IEEE International Conference on Multimedia Expo, ICME, 2005.

Learning Influence Among Interacting Markov Chains
Dong Zhang, Daniel Gatica-Perez, Samy Bengio and Deb Roy
In: Advances in Neural Information Processing Systems, NIPS, 2005, Vancouver, Canada.

Developing and Enhancing Posterior Based Speech Recognition Systems
Hamed Ketabdar, Jithendra Vepa, Samy Bengio and Hervé Bourlard
In: Proceedings of the 9th European Conference on Speech Communication and Technology, Eurospeech-Interspeech, 2005, Portugal.

Hierarchical Multi-Stream Posterior Based Speech Recognition System
Hamed Ketabdar, Jithendra Vepa, Samy Bengio and Hervé Bourlard
In: Machine Learning for Multimodal Interactions, Second International Workshop, MLMI, 2005, Edinburgh.

Kernel Matching Pursuit for Large Datasets
Vlad Popovici, Samy Bengio and Jean-Philippe Thiran
Pattern Recognition Volume 38, Number 12, pp. 2385-2390, 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).

Benchmarking Non Parametric Statistical Tests
Mikaela Keller, Samy Bengio and Siew Yeung Wong
In: Advances in Neural Information Processing Systems, NIPS 18(2005).

Extracting Information from Multimedia Meeting Collections
Daniel Gatica-Perez, Dong Zhang and Samy Bengio
In: 7th ACM SIGMM International Workshop on Multimedia Information Retrieval, MIR, Nov 2005, Singapore.

User authentication via adapted statistical models of face images
Fabien Cardinaux, Conrad Sanderson and Samy Bengio
IEEE Transactions on Signal Processing Volume 54, Number 1, pp. 361-373, 2006.

Posterior based keyword spotting with a priori thresholds
Hamed Ketabdar, Jithendra Vepa, Samy Bengio and Hervé Bourlard
In: International Conference on Spoken Language Processing, Interspeech-ICSLP(2006).

Using more informative posterior probabilities for speech recognition
Hamed Ketabdar, Jithendra Vepa, Samy Bengio and Hervé Bourlard
In: IEEE International Conference on Acoustic, Speech, and Signal Processing, ICASSP(2006).

Writer identification for smart meeting room systems
Marcus Liwicki, A. Schlapbach, Horst Bunke, Samy Bengio, Johnny Mariéthoz and Jonas Richiardi
In: Document Analysis Systems VII: 7th International Workshop, DAS, Lecture Notes in Computer Science, volume LNCS 3872(2006).

A max kernel for text-independent speaker verification systems
Johnny Mariéthoz and Samy Bengio
In: Second Workshop on Multimodal User Authentication, MMUA(2006).

Machine Learning for Multimodal Interaction: Second International Workshop, MLMI'2005
Steve Renals and Samy Bengio, ed. (2006) Lecture Notes in Computer Science , Volume 3869 . Springer-Verlag .