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Samy Bengio: [Publications] [Author Rank by year] [Co-authors] [Prefers] [Cites] [Cited by]

Publications of Author

  1. Jean-François Paiement, Douglas Eck, Samy Bengio
    Probabilistic Melodic Harmonization. [Citation Graph (0, 0)][DBLP]
    Canadian Conference on AI, 2006, pp:218-229 [Conf]
  2. Fabrice Clérot, Pascal Gouzien, Samy Bengio, Annie Gravey, Daniel Collobert
    Dynamical Resource Reservation Scheme in an ATM Network Using Neural Network-Based Traffic Prediction. [Citation Graph (0, 0)][DBLP]
    Modelling and Evaluation of ATM Networks, 1997, pp:411-430 [Conf]
  3. Enrique Bailly-Bailliére, Samy Bengio, Frédéric Bimbot, Miroslav Hamouz, Josef Kittler, Johnny Mariéthoz, Jiri Matas, Kieron Messer, Vlad Popovici, Fabienne Porée, Belén Ruíz, Jean-Philippe Thiran
    The BANCA Database and Evaluation Protocol. [Citation Graph (0, 0)][DBLP]
    AVBPA, 2003, pp:625-638 [Conf]
  4. Samy Bengio
    Multimodal Authentication Using Asynchronous HMMs. [Citation Graph (0, 0)][DBLP]
    AVBPA, 2003, pp:770-777 [Conf]
  5. Jacek Czyz, Samy Bengio, Christine Marcel, Luc Vandendorpe
    Scalability Analysis of Audio-Visual Person Identity Verification. [Citation Graph (0, 0)][DBLP]
    AVBPA, 2003, pp:752-760 [Conf]
  6. Norman Poh, Samy Bengio
    Improving Fusion with Margin-Derived Confidence in Biometric Authentication Tasks. [Citation Graph (0, 0)][DBLP]
    AVBPA, 2005, pp:474-483 [Conf]
  7. Norman Poh, Samy Bengio
    A Score-Level Fusion Benchmark Database for Biometric Authentication. [Citation Graph (0, 0)][DBLP]
    AVBPA, 2005, pp:1059-1070 [Conf]
  8. Norman Poh, Samy Bengio
    A Novel Approach to Combining Client-Dependent and Confidence Information in Multimodal Biometrics. [Citation Graph (0, 0)][DBLP]
    AVBPA, 2005, pp:1120-1129 [Conf]
  9. Conrad Sanderson, Samy Bengio
    Robust Features for Frontal Face Authentication in Difficult Image Conditions. [Citation Graph (0, 0)][DBLP]
    AVBPA, 2003, pp:495-504 [Conf]
  10. Kieron Messer, Josef Kittler, Mohammad Sadeghi, Sébastien Marcel, Christine Marcel, Samy Bengio, Fabien Cardinaux, Conrad Sanderson, Jacek Czyz, Luc Vandendorpe, Sanun Srisuk, Maria Petrou, Werasak Kurutach, Alexander Kadyrov, Roberto Paredes, Burcu Kepenekci, F. Boray Tek, Gozde Bozdagi Akar, Farzin Deravi, Nick Mavity
    Face Verification Competition on the XM2VTS Database. [Citation Graph (0, 0)][DBLP]
    AVBPA, 2003, pp:964-974 [Conf]
  11. David Grangier, Samy Bengio
    Inferring document similarity from hyperlinks. [Citation Graph (0, 0)][DBLP]
    CIKM, 2005, pp:359-360 [Conf]
  12. Yvo Desmedt, Claude Goutier, Samy Bengio
    Special Uses and Abuses of the Fiat-Shamir Passport Protocol. [Citation Graph (0, 0)][DBLP]
    CRYPTO, 1987, pp:21-39 [Conf]
  13. Dong Zhang, Daniel Gatica-Perez, Samy Bengio, Iain McCowan
    Semi-Supervised Adapted HMMs for Unusual Event Detection. [Citation Graph (0, 0)][DBLP]
    CVPR (1), 2005, pp:611-618 [Conf]
  14. Marcus Liwicki, Andreas Schlapbach, Horst Bunke, Samy Bengio, Johnny Mariéthoz, Jonas Richiardi
    Writer Identification for Smart Meeting Room Systems. [Citation Graph (0, 0)][DBLP]
    Document Analysis Systems, 2006, pp:186-195 [Conf]
  15. Samy Bengio, Hervé Bourlard
    Multi Channel Sequence Processing. [Citation Graph (0, 0)][DBLP]
    Deterministic and Statistical Methods in Machine Learning, 2004, pp:22-36 [Conf]
  16. David Grangier, Florent Monay, Samy Bengio
    A Discriminative Approach for the Retrieval of Images from Text Queries. [Citation Graph (0, 0)][DBLP]
    ECML, 2006, pp:162-173 [Conf]
  17. Silvia Chiappa, Nicolas Donckers, Samy Bengio, Frédéric Vrins
    HMM and IOHMM modeling of EEG rhythms for asynchronous BCI systems. [Citation Graph (0, 0)][DBLP]
    ESANN, 2004, pp:193-204 [Conf]
  18. Christos Dimitrakakis, Samy Bengio
    Online policy adaptation for ensemble classifiers. [Citation Graph (0, 0)][DBLP]
    ESANN, 2004, pp:19-24 [Conf]
  19. Iain McCowan, Daniel Gatica-Perez, Samy Bengio, Darren Moore, Hervé Bourlard
    Towards Computer Understanding of Human Interactions. [Citation Graph (0, 0)][DBLP]
    EUSAI, 2003, pp:235-251 [Conf]
  20. Fabien Cardinaux, Conrad Sanderson, Samy Bengio
    Face Verification Using Adapted Generative Models. [Citation Graph (0, 0)][DBLP]
    FGR, 2004, pp:825-830 [Conf]
  21. David Grangier, Samy Bengio
    A Neural Network to Retrieve Images from Text Queries. [Citation Graph (0, 0)][DBLP]
    ICANN (2), 2006, pp:24-34 [Conf]
  22. Quan Le, Samy Bengio
    Client Dependent GMM-SVM Models for Speaker Verification. [Citation Graph (0, 0)][DBLP]
    ICANN, 2003, pp:443-451 [Conf]
  23. Mikaela Keller, Samy Bengio
    A Neural Network for Text Representation. [Citation Graph (0, 0)][DBLP]
    ICANN (2), 2005, pp:667-672 [Conf]
  24. Norman Poh Hoon Thian, Conrad Sanderson, Samy Bengio
    Spectral Subband Centroids as Complementary Features for Speaker Authentication. [Citation Graph (0, 0)][DBLP]
    ICBA, 2004, pp:631-639 [Conf]
  25. Kieron Messer, Josef Kittler, Mohammad Sadeghi, Miroslav Hamouz, Alexey Kostin, Sébastien Marcel, Samy Bengio, Fabien Cardinaux, Conrad Sanderson, Norman Poh, Yann Rodriguez, Krzysztof Kryszczuk, Jacek Czyz, Luc Vandendorpe, Johnny Ng, Humphrey Cheung, Billy Tang
    Face Authentication Competition on the BANCA Database. [Citation Graph (0, 0)][DBLP]
    ICBA, 2004, pp:8-15 [Conf]
  26. Alessandro Vinciarelli, Samy Bengio, Horst Bunke
    Offline Recognition of Large Vocabulary Cursive Handwritten Text. [Citation Graph (0, 0)][DBLP]
    ICDAR, 2003, pp:1101-0 [Conf]
  27. Samy Bengio, Yoshua Bengio, Jocelyn Cloutier
    Use of Genetic Programming for the Search of a New Learning Rule for Neural Networks. [Citation Graph (0, 0)][DBLP]
    International Conference on Evolutionary Computation, 1994, pp:324-327 [Conf]
  28. Mark Barnard, Samy Bengio, Hervé Bourlard, Daniel Gatica-Perez, Iain McCowan
    On automatic annotation of meeting databases. [Citation Graph (0, 0)][DBLP]
    ICIP (3), 2003, pp:629-632 [Conf]
  29. Yann Rodriguez, Fabien Cardinaux, Samy Bengio, Johnny Mariéthoz
    Estimating the quality of face localization for face verification. [Citation Graph (0, 0)][DBLP]
    ICIP, 2004, pp:581-584 [Conf]
  30. Conrad Sanderson, Samy Bengio
    Statistical transformations of frontal models for non-frontal face verification. [Citation Graph (0, 0)][DBLP]
    ICIP, 2004, pp:585-588 [Conf]
  31. Ronan Collobert, Samy Bengio
    Links between perceptrons, MLPs and SVMs. [Citation Graph (0, 0)][DBLP]
    ICML, 2004, pp:- [Conf]
  32. Jean-François Paiement, Douglas Eck, Samy Bengio, David Barber
    A graphical model for chord progressions embedded in a psychoacoustic space. [Citation Graph (0, 0)][DBLP]
    ICML, 2005, pp:641-648 [Conf]
  33. Sébastien Marcel, Samy Bengio
    Improving Face Verification Using Skin Color Information. [Citation Graph (0, 0)][DBLP]
    ICPR (2), 2002, pp:378-381 [Conf]
  34. Kieron Messer, Josef Kittler, Mohammad Sadeghi, Miroslav Hamouz, Alexey Kostin, Fabien Cardinaux, Sébastien Marcel, Samy Bengio, Conrad Sanderson, Jacek Czyz, Luc Vandendorpe, Chris McCool, Scott Lowther, Sridha Sridharan, Vinod Chandran, Roberto Paredes Palacios, Enrique Vidal, Li Bai, LinLin Shen, Yan Wang, Yueh-Hsuan Chiang, Hsien-Chang Liu, Yi-Ping Hung, Alexander Heinrichs, Marco K. Müller, Andreas Tewes, Christoph von der Malsburg, Rolf P. Würtz, Zhenger Wang, Feng Xue, Yong Ma, Qiong Yang, Chi Fang, Xiaoqing Ding, Simon Lucey, Ralph Goss, Henry Schneiderman, Norman Poh, Yann Rodriguez
    Face Authentication Test on the BANCA Database. [Citation Graph (0, 0)][DBLP]
    ICPR (4), 2004, pp:523-532 [Conf]
  35. Alexei Pozdnoukhov, Samy Bengio
    Tangent Vector Kernels for Invariant Image Classification with SVMs. [Citation Graph (0, 0)][DBLP]
    ICPR (3), 2004, pp:486-489 [Conf]
  36. Alexei Pozdnoukhov, Samy Bengio
    Graph-based transformation manifolds for invariant pattern recognition with kernel methods. [Citation Graph (0, 0)][DBLP]
    ICPR (3), 2006, pp:1228-1231 [Conf]
  37. Alexei Pozdnoukhov, Samy Bengio
    Graph-based transformation manifolds for invariant pattern recognition with kernel methods. [Citation Graph (0, 0)][DBLP]
    ICPR (4), 2006, pp:956- [Conf]
  38. Alessandro Vinciarelli, Samy Bengio
    Offline Cursive Word Recognition using Continuous Density Hidden Markov Models Trained with PCA or ICA Features. [Citation Graph (0, 0)][DBLP]
    ICPR (3), 2002, pp:81-84 [Conf]
  39. Jean-François Paiement, Douglas Eck, Samy Bengio
    A Probabilistic Model for Chord Progressions. [Citation Graph (0, 0)][DBLP]
    ISMIR, 2005, pp:312-319 [Conf]
  40. Norman Poh, Samy Bengio
    EER of Fixed and Trainable Fusion Classifiers: A Theoretical Study with Application to Biometric Authentication Tasks. [Citation Graph (0, 0)][DBLP]
    Multiple Classifier Systems, 2005, pp:74-85 [Conf]
  41. Hamed Ketabdar, Hervé Bourlard, Samy Bengio
    Hierarchical Multi-stream Posterior Based Speech Recognition System. [Citation Graph (0, 0)][DBLP]
    MLMI, 2005, pp:294-306 [Conf]
  42. Iain McCowan, Daniel Gatica-Perez, Samy Bengio, Darren Moore, Hervé Bourlard
    Towards Computer Understanding of Human Interactions. [Citation Graph (0, 0)][DBLP]
    MLMI, 2004, pp:56-75 [Conf]
  43. Norman Poh, Samy Bengio
    Towards Predicting Optimal Fusion Candidates: A Case Study on Biometric Authentication Tasks. [Citation Graph (0, 0)][DBLP]
    MLMI, 2004, pp:159-172 [Conf]
  44. Norman Poh, Samy Bengio
    Can Chimeric Persons Be Used in Multimodal Biometric Authentication Experiments?. [Citation Graph (0, 0)][DBLP]
    MLMI, 2005, pp:87-100 [Conf]
  45. Samy Bengio
    An Asynchronous Hidden Markov Model for Audio-Visual Speech Recognition. [Citation Graph (0, 0)][DBLP]
    NIPS, 2002, pp:1213-1220 [Conf]
  46. Yoshua Bengio, Samy Bengio
    Modeling High-Dimensional Discrete Data with Multi-Layer Neural Networks. [Citation Graph (0, 0)][DBLP]
    NIPS, 1999, pp:400-406 [Conf]
  47. Yoshua Bengio, Samy Bengio, Jean-Franc Isabelle, Yoram Singer
    Shared Context Probabilistic Transducers. [Citation Graph (0, 0)][DBLP]
    NIPS, 1997, pp:- [Conf]
  48. Yoshua Bengio, Samy Bengio, Yannick Pouliot, Patrick Agin
    A Neural Network to Detect Homologies in Proteins. [Citation Graph (0, 0)][DBLP]
    NIPS, 1989, pp:423-430 [Conf]
  49. Hervé Bourlard, Samy Bengio, Katrin Weber
    New Approaches Towards Robust, Adaptive Speech Recognition (invited paper). [Citation Graph (0, 0)][DBLP]
    NIPS, 2000, pp:751-757 [Conf]
  50. Ronan Collobert, Samy Bengio, Yoshua Bengio
    A Parallel Mixture of SVMs for Very Large Scale Problems. [Citation Graph (0, 0)][DBLP]
    NIPS, 2001, pp:633-640 [Conf]
  51. Yves Grandvalet, Johnny Mariéthoz, Samy Bengio
    A Probabilistic Interpretation of SVMs with an Application to Unbalanced Classification. [Citation Graph (0, 0)][DBLP]
    NIPS, 2005, pp:- [Conf]
  52. Mikaela Keller, Samy Bengio, Siew Yeung Wong
    Benchmarking Non-Parametric Statistical Tests. [Citation Graph (0, 0)][DBLP]
    NIPS, 2005, pp:- [Conf]
  53. Dong Zhang, Daniel Gatica-Perez, Samy Bengio, Deb Roy
    Learning Influence among Interacting Markov Chains. [Citation Graph (0, 0)][DBLP]
    NIPS, 2005, pp:- [Conf]
  54. Ronan Collobert, Yoshua Bengio, Samy Bengio
    Scaling Large Learning Problems with Hard Parallel Mixtures. [Citation Graph (0, 0)][DBLP]
    SVM, 2002, pp:8-23 [Conf]
  55. Conrad Sanderson, Fabien Cardinaux, Samy Bengio
    On Accuracy/Robustness/Complexity Trade-Offs in Face Verification. [Citation Graph (0, 0)][DBLP]
    ICITA (1), 2005, pp:638-643 [Conf]
  56. Christos Dimitrakakis, Samy Bengio
    Online adaptive policies for ensemble classifiers. [Citation Graph (0, 0)][DBLP]
    Neurocomputing, 2005, v:64, n:, pp:211-221 [Journal]
  57. Ronan Collobert, Yoshua Bengio, Samy Bengio
    Scaling Large Learning Problems with Hard Parallel Mixtures. [Citation Graph (0, 0)][DBLP]
    IJPRAI, 2003, v:17, n:3, pp:349-365 [Journal]
  58. Samy Bengio
    Multimodal speech processing using asynchronous Hidden Markov Models. [Citation Graph (0, 0)][DBLP]
    Information Fusion, 2004, v:5, n:2, pp:81-89 [Journal]
  59. Samy Bengio, Christine Marcel, Sébastien Marcel, Johnny Mariéthoz
    Confidence measures for multimodal identity verification. [Citation Graph (0, 0)][DBLP]
    Information Fusion, 2002, v:3, n:4, pp:267-276 [Journal]
  60. Yann Rodriguez, Fabien Cardinaux, Samy Bengio, Johnny Mariéthoz
    Measuring the performance of face localization systems. [Citation Graph (0, 0)][DBLP]
    Image Vision Comput., 2006, v:24, n:8, pp:882-893 [Journal]
  61. Ronan Collobert, Samy Bengio
    SVMTorch: Support Vector Machines for Large-Scale Regression Problems. [Citation Graph (0, 0)][DBLP]
    Journal of Machine Learning Research, 2001, v:1, n:, pp:143-160 [Journal]
  62. Samy Bengio, Gilles Brassard, Yvo Desmedt, Claude Goutier, Jean-Jacques Quisquater
    Secure Implementations of Identification Systems. [Citation Graph (0, 0)][DBLP]
    J. Cryptology, 1991, v:4, n:3, pp:175-183 [Journal]
  63. Samy Bengio, Yoshua Bengio, Jacques Robert, Gilles Bélanger
    Stochastic Learning of Strategic Equilibria for Auctions. [Citation Graph (0, 0)][DBLP]
    Neural Computation, 1999, v:11, n:5, pp:1199-1209 [Journal]
  64. Ronan Collobert, Samy Bengio, Yoshua Bengio
    A Parallel Mixture of SVMs for Very Large Scale Problems. [Citation Graph (0, 0)][DBLP]
    Neural Computation, 2002, v:14, n:5, pp:1105-1114 [Journal]
  65. Samy Bengio, Françoise Fessant, Daniel Collobert
    Use of Modular Architectures for Time Series Prediction. [Citation Graph (0, 0)][DBLP]
    Neural Processing Letters, 1996, v:3, n:2, pp:101-106 [Journal]
  66. Iain McCowan, Daniel Gatica-Perez, Samy Bengio, Guillaume Lathoud, Mark Barnard, Dong Zhang
    Automatic Analysis of Multimodal Group Actions in Meetings. [Citation Graph (0, 0)][DBLP]
    IEEE Trans. Pattern Anal. Mach. Intell., 2005, v:27, n:3, pp:305-317 [Journal]
  67. Alessandro Vinciarelli, Samy Bengio, Horst Bunke
    Offline Recognition of Unconstrained Handwritten Texts Using HMMs and Statistical Language Models. [Citation Graph (0, 0)][DBLP]
    IEEE Trans. Pattern Anal. Mach. Intell., 2004, v:26, n:6, pp:709-720 [Journal]
  68. Norman Poh, Alvin Martin, Samy Bengio
    Performance Generalization in Biometric Authentication Using Joint User-Specific and Sample Bootstraps. [Citation Graph (0, 0)][DBLP]
    IEEE Trans. Pattern Anal. Mach. Intell., 2007, v:29, n:3, pp:492-498 [Journal]
  69. Norman Poh, Samy Bengio
    Database, protocols and tools for evaluating score-level fusion algorithms in biometric authentication. [Citation Graph (0, 0)][DBLP]
    Pattern Recognition, 2006, v:39, n:2, pp:223-233 [Journal]
  70. Vlad Popovici, Samy Bengio, Jean-Philippe Thiran
    Kernel matching pursuit for large datasets. [Citation Graph (0, 0)][DBLP]
    Pattern Recognition, 2005, v:38, n:12, pp:2385-2390 [Journal]
  71. Conrad Sanderson, Samy Bengio, Yongsheng Gao
    On transforming statistical models for non-frontal face verification. [Citation Graph (0, 0)][DBLP]
    Pattern Recognition, 2006, v:39, n:2, pp:288-302 [Journal]
  72. Alexei Pozdnoukhov, Samy Bengio
    Invariances in kernel methods: From samples to objects. [Citation Graph (0, 0)][DBLP]
    Pattern Recognition Letters, 2006, v:27, n:10, pp:1087-1097 [Journal]
  73. Alessandro Vinciarelli, Samy Bengio
    Writer adaptation techniques in HMM based Off-Line Cursive Script Recognition. [Citation Graph (0, 0)][DBLP]
    Pattern Recognition Letters, 2002, v:23, n:8, pp:905-916 [Journal]
  74. Dong Zhang, Daniel Gatica-Perez, Samy Bengio, Iain McCowan
    Modeling individual and group actions in meetings with layered HMMs. [Citation Graph (0, 0)][DBLP]
    IEEE Transactions on Multimedia, 2006, v:8, n:3, pp:509-520 [Journal]
  75. Katrin Weber, Shajith Ikbal, Samy Bengio, Hervé Bourlard
    Robust speech recognition and feature extraction using HMM2. [Citation Graph (0, 0)][DBLP]
    Computer Speech & Language, 2003, v:17, n:2-3, pp:195-211 [Journal]
  76. David Grangier, Florent Monay, Samy Bengio
    Learning to Retrieve Images from Text Queries with a Discriminative Model. [Citation Graph (0, 0)][DBLP]
    Adaptive Multimedia Retrieval, 2006, pp:42-56 [Conf]
  77. Samy Bengio, Johnny Mariéthoz
    Biometric Person Authentication Is a Multiple Classifier Problem. [Citation Graph (0, 0)][DBLP]
    MCS, 2007, pp:513-522 [Conf]
  78. Daniel Gatica-Perez, Dong Zhang, Samy Bengio
    Extracting information from multimedia meeting collections. [Citation Graph (0, 0)][DBLP]
    Multimedia Information Retrieval, 2005, pp:245-252 [Conf]
  79. Johnny Mariéthoz, Samy Bengio
    A kernel trick for sequences applied to text-independent speaker verification systems. [Citation Graph (0, 0)][DBLP]
    Pattern Recognition, 2007, v:40, n:8, pp:2315-2324 [Journal]

  80. A supervised learning approach based on STDP and polychronization in spiking neuron networks. [Citation Graph (, )][DBLP]


  81. Large Scale Online Learning of Image Similarity through Ranking. [Citation Graph (, )][DBLP]


  82. Modeling Interactions from Email Communication. [Citation Graph (, )][DBLP]


  83. Semi-supervised meeting event recognition with adapted HMMs. [Citation Graph (, )][DBLP]


  84. Exploring Contextual Information in a Layered Framework for Group Action Recognition. [Citation Graph (, )][DBLP]


  85. A distance model for rhythms. [Citation Graph (, )][DBLP]


  86. Large-scale content-based audio retrieval from text queries. [Citation Graph (, )][DBLP]


  87. Probabilistic models for melodic prediction. [Citation Graph (, )][DBLP]


  88. Predictive models for music. [Citation Graph (, )][DBLP]


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