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Samy Bengio Vis

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*2009
96EEGal Chechik, Varun Sharma, Uri Shalit, Samy Bengio: Large Scale Online Learning of Image Similarity through Ranking. IbPRIA 2009: 11-14
95EEJean-François Paiement, Samy Bengio, Douglas Eck: Probabilistic models for melodic prediction. Artif. Intell. 173(14): 1266-1274 (2009)
94EEJean-François Paiement, Yves Grandvalet, Samy Bengio: Predictive models for music. Connect. Sci. 21(2&3): 253-272 (2009)
93EEJoseph Keshet, David Grangier, Samy Bengio: Discriminative keyword spotting. Speech Communication 51(4): 317-329 (2009)
2008
92EEJean-François Paiement, Yves Grandvalet, Samy Bengio, Douglas Eck: A distance model for rhythms. ICML 2008: 736-743
91EEGal Chechik, Eugene Ie, Martin Rehn, Samy Bengio, Dick Lyon: Large-scale content-based audio retrieval from text queries. Multimedia Information Retrieval 2008: 105-112
90EEDavid Grangier, Samy Bengio: A Discriminative Kernel-Based Approach to Rank Images from Text Queries. IEEE Trans. Pattern Anal. Mach. Intell. 30(8): 1371-1384 (2008)
89EEHélène Paugam-Moisy, Régis Martinez, Samy Bengio: Delay learning and polychronization for reservoir computing. Neurocomputing 71(7-9): 1143-1158 (2008)
2007
88EEHélène Paugam-Moisy, Régis Martinez, Samy Bengio: A supervised learning approach based on STDP and polychronization in spiking neuron networks. ESANN 2007: 427-432
87EEDong Zhang, Samy Bengio: Exploring Contextual Information in a Layered Framework for Group Action Recognition. ICME 2007: 2022-2025
86EESamy Bengio, Johnny Mariéthoz: Biometric Person Authentication Is a Multiple Classifier Problem. MCS 2007: 513-522
85EENorman Poh, Alvin Martin, Samy Bengio: Performance Generalization in Biometric Authentication Using Joint User-Specific and Sample Bootstraps. IEEE Trans. Pattern Anal. Mach. Intell. 29(3): 492-498 (2007)
84EEJohnny Mariéthoz, Samy Bengio: A kernel trick for sequences applied to text-independent speaker verification systems. Pattern Recognition 40(8): 2315-2324 (2007)
2006
83 Steve Renals, Samy Bengio: Machine Learning for Multimodal Interaction, Second International Workshop, MLMI 2005, Edinburgh, UK, July 11-13, 2005, Revised Selected Papers Springer 2006
82 Steve Renals, Samy Bengio, Jonathan G. Fiscus: Machine Learning for Multimodal Interaction, Third International Workshop, MLMI 2006, Bethesda, MD, USA, May 1-4, 2006, Revised Selected Papers Springer 2006
81EEDavid Grangier, Florent Monay, Samy Bengio: Learning to Retrieve Images from Text Queries with a Discriminative Model. Adaptive Multimedia Retrieval 2006: 42-56
80EEJean-François Paiement, Douglas Eck, Samy Bengio: Probabilistic Melodic Harmonization. Canadian Conference on AI 2006: 218-229
79EEMarcus Liwicki, Andreas Schlapbach, Horst Bunke, Samy Bengio, Johnny Mariéthoz, Jonas Richiardi: Writer Identification for Smart Meeting Room Systems. Document Analysis Systems 2006: 186-195
78EEDavid Grangier, Florent Monay, Samy Bengio: A Discriminative Approach for the Retrieval of Images from Text Queries. ECML 2006: 162-173
77EEDavid Grangier, Samy Bengio: A Neural Network to Retrieve Images from Text Queries. ICANN (2) 2006: 24-34
76EEDong Zhang, Daniel Gatica-Perez, Deb Roy, Samy Bengio: Modeling Interactions from Email Communication. ICME 2006: 2037-2040
75EEAlexei Pozdnoukhov, Samy Bengio: Graph-based transformation manifolds for invariant pattern recognition with kernel methods. ICPR (3) 2006: 1228-1231
74EEAlexei Pozdnoukhov, Samy Bengio: Graph-based transformation manifolds for invariant pattern recognition with kernel methods. ICPR (4) 2006: 956
73EEDong Zhang, Daniel Gatica-Perez, Samy Bengio, Iain McCowan: Modeling individual and group actions in meetings with layered HMMs. IEEE Transactions on Multimedia 8(3): 509-520 (2006)
72EEFabien Cardinaux, Conrad Sanderson, Samy Bengio: User authentication via adapted statistical models of face images. IEEE Transactions on Signal Processing 54(1): 361-373 (2006)
71EEYann Rodriguez, Fabien Cardinaux, Samy Bengio, Johnny Mariéthoz: Measuring the performance of face localization systems. Image Vision Comput. 24(8): 882-893 (2006)
70EENorman Poh, Samy Bengio: Database, protocols and tools for evaluating score-level fusion algorithms in biometric authentication. Pattern Recognition 39(2): 223-233 (2006)
69EEConrad Sanderson, Samy Bengio, Yongsheng Gao: On transforming statistical models for non-frontal face verification. Pattern Recognition 39(2): 288-302 (2006)
68EEAlexei Pozdnoukhov, Samy Bengio: Invariances in kernel methods: From samples to objects. Pattern Recognition Letters 27(10): 1087-1097 (2006)
2005
67EENorman Poh, Samy Bengio: A Score-Level Fusion Benchmark Database for Biometric Authentication. AVBPA 2005: 1059-1070
66EENorman Poh, Samy Bengio: A Novel Approach to Combining Client-Dependent and Confidence Information in Multimodal Biometrics. AVBPA 2005: 1120-1129
65EENorman Poh, Samy Bengio: Improving Fusion with Margin-Derived Confidence in Biometric Authentication Tasks. AVBPA 2005: 474-483
64EEDavid Grangier, Samy Bengio: Inferring document similarity from hyperlinks. CIKM 2005: 359-360
63EEDong Zhang, Daniel Gatica-Perez, Samy Bengio, Iain McCowan: Semi-Supervised Adapted HMMs for Unusual Event Detection. CVPR (1) 2005: 611-618
62EEMikaela Keller, Samy Bengio: A Neural Network for Text Representation. ICANN (2) 2005: 667-672
61EEConrad Sanderson, Fabien Cardinaux, Samy Bengio: On Accuracy/Robustness/Complexity Trade-Offs in Face Verification. ICITA (1) 2005: 638-643
60EEDong Zhang, Daniel Gatica-Perez, Samy Bengio: Semi-supervised meeting event recognition with adapted HMMs. ICME 2005: 1102-1105
59EEJean-François Paiement, Douglas Eck, Samy Bengio, David Barber: A graphical model for chord progressions embedded in a psychoacoustic space. ICML 2005: 641-648
58EEJean-François Paiement, Douglas Eck, Samy Bengio: A Probabilistic Model for Chord Progressions. ISMIR 2005: 312-319
57EEHamed Ketabdar, Hervé Bourlard, Samy Bengio: Hierarchical Multi-stream Posterior Based Speech Recognition System. MLMI 2005: 294-306
56EENorman Poh, Samy Bengio: Can Chimeric Persons Be Used in Multimodal Biometric Authentication Experiments?. MLMI 2005: 87-100
55EEDaniel Gatica-Perez, Dong Zhang, Samy Bengio: Extracting information from multimedia meeting collections. Multimedia Information Retrieval 2005: 245-252
54EENorman Poh, Samy Bengio: EER of Fixed and Trainable Fusion Classifiers: A Theoretical Study with Application to Biometric Authentication Tasks. Multiple Classifier Systems 2005: 74-85
53EEYves Grandvalet, Johnny Mariéthoz, Samy Bengio: A Probabilistic Interpretation of SVMs with an Application to Unbalanced Classification. NIPS 2005
52EEMikaela Keller, Samy Bengio, Siew Yeung Wong: Benchmarking Non-Parametric Statistical Tests. NIPS 2005
51EEDong Zhang, Daniel Gatica-Perez, Samy Bengio, Deb Roy: Learning Influence among Interacting Markov Chains. NIPS 2005
50EEIain McCowan, Daniel Gatica-Perez, Samy Bengio, Guillaume Lathoud, Mark Barnard, Dong Zhang: Automatic Analysis of Multimodal Group Actions in Meetings. IEEE Trans. Pattern Anal. Mach. Intell. 27(3): 305-317 (2005)
49EEChristos Dimitrakakis, Samy Bengio: Online adaptive policies for ensemble classifiers. Neurocomputing 64: 211-221 (2005)
48EEVlad Popovici, Samy Bengio, Jean-Philippe Thiran: Kernel matching pursuit for large datasets. Pattern Recognition 38(12): 2385-2390 (2005)
2004
47 Samy Bengio, Hervé Bourlard: Machine Learning for Multimodal Interaction, First International Workshop,MLMI 2004, Martigny, Switzerland, June 21-23, 2004, Revised Selected Papers Springer 2004
46EESamy Bengio, Hervé Bourlard: Multi Channel Sequence Processing. Deterministic and Statistical Methods in Machine Learning 2004: 22-36
45EEChristos Dimitrakakis, Samy Bengio: Online policy adaptation for ensemble classifiers. ESANN 2004: 19-24
44EESilvia Chiappa, Nicolas Donckers, Samy Bengio, Frédéric Vrins: HMM and IOHMM modeling of EEG rhythms for asynchronous BCI systems. ESANN 2004: 193-204
43EEFabien Cardinaux, Conrad Sanderson, Samy Bengio: Face Verification Using Adapted Generative Models. FGR 2004: 825-830
42EENorman Poh Hoon Thian, Conrad Sanderson, Samy Bengio: Spectral Subband Centroids as Complementary Features for Speaker Authentication. ICBA 2004: 631-639
41EEKieron 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. ICBA 2004: 8-15
40EEYann Rodriguez, Fabien Cardinaux, Samy Bengio, Johnny Mariéthoz: Estimating the quality of face localization for face verification. ICIP 2004: 581-584
39EEConrad Sanderson, Samy Bengio: Statistical transformations of frontal models for non-frontal face verification. ICIP 2004: 585-588
38EERonan Collobert, Samy Bengio: Links between perceptrons, MLPs and SVMs. ICML 2004
37EEAlexei Pozdnoukhov, Samy Bengio: Tangent Vector Kernels for Invariant Image Classification with SVMs. ICPR (3) 2004: 486-489
36EEKieron 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. ICPR (4) 2004: 523-532
35EENorman Poh, Samy Bengio: Towards Predicting Optimal Fusion Candidates: A Case Study on Biometric Authentication Tasks. MLMI 2004: 159-172
34EEIain McCowan, Daniel Gatica-Perez, Samy Bengio, Darren Moore, Hervé Bourlard: Towards Computer Understanding of Human Interactions. MLMI 2004: 56-75
33EEAlessandro Vinciarelli, Samy Bengio, Horst Bunke: Offline Recognition of Unconstrained Handwritten Texts Using HMMs and Statistical Language Models. IEEE Trans. Pattern Anal. Mach. Intell. 26(6): 709-720 (2004)
32EESamy Bengio: Multimodal speech processing using asynchronous Hidden Markov Models. Information Fusion 5(2): 81-89 (2004)
2003
31EEConrad Sanderson, Samy Bengio: Robust Features for Frontal Face Authentication in Difficult Image Conditions. AVBPA 2003: 495-504
30EEEnrique 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. AVBPA 2003: 625-638
29EEJacek Czyz, Samy Bengio, Christine Marcel, Luc Vandendorpe: Scalability Analysis of Audio-Visual Person Identity Verification. AVBPA 2003: 752-760
28EESamy Bengio: Multimodal Authentication Using Asynchronous HMMs. AVBPA 2003: 770-777
27EEKieron 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. AVBPA 2003: 964-974
26EEIain McCowan, Daniel Gatica-Perez, Samy Bengio, Darren Moore, Hervé Bourlard: Towards Computer Understanding of Human Interactions. EUSAI 2003: 235-251
25EEQuan Le, Samy Bengio: Client Dependent GMM-SVM Models for Speaker Verification. ICANN 2003: 443-451
24EEAlessandro Vinciarelli, Samy Bengio, Horst Bunke: Offline Recognition of Large Vocabulary Cursive Handwritten Text. ICDAR 2003: 1101-
23 Mark Barnard, Samy Bengio, Hervé Bourlard, Daniel Gatica-Perez, Iain McCowan: On automatic annotation of meeting databases. ICIP (3) 2003: 629-632
22EEKatrin Weber, Shajith Ikbal, Samy Bengio, Hervé Bourlard: Robust speech recognition and feature extraction using HMM2. Computer Speech & Language 17(2-3): 195-211 (2003)
21EERonan Collobert, Yoshua Bengio, Samy Bengio: Scaling Large Learning Problems with Hard Parallel Mixtures. IJPRAI 17(3): 349-365 (2003)
2002
20EESébastien Marcel, Samy Bengio: Improving Face Verification Using Skin Color Information. ICPR (2) 2002: 378-381
19EEAlessandro Vinciarelli, Samy Bengio: Offline Cursive Word Recognition using Continuous Density Hidden Markov Models Trained with PCA or ICA Features. ICPR (3) 2002: 81-84
18EESamy Bengio: An Asynchronous Hidden Markov Model for Audio-Visual Speech Recognition. NIPS 2002: 1213-1220
17EERonan Collobert, Yoshua Bengio, Samy Bengio: Scaling Large Learning Problems with Hard Parallel Mixtures. SVM 2002: 8-23
16EESamy Bengio, Christine Marcel, Sébastien Marcel, Johnny Mariéthoz: Confidence measures for multimodal identity verification. Information Fusion 3(4): 267-276 (2002)
15EERonan Collobert, Samy Bengio, Yoshua Bengio: A Parallel Mixture of SVMs for Very Large Scale Problems. Neural Computation 14(5): 1105-1114 (2002)
14EEAlessandro Vinciarelli, Samy Bengio: Writer adaptation techniques in HMM based Off-Line Cursive Script Recognition. Pattern Recognition Letters 23(8): 905-916 (2002)
2001
13EERonan Collobert, Samy Bengio, Yoshua Bengio: A Parallel Mixture of SVMs for Very Large Scale Problems. NIPS 2001: 633-640
12EERonan Collobert, Samy Bengio: SVMTorch: Support Vector Machines for Large-Scale Regression Problems. Journal of Machine Learning Research 1: 143-160 (2001)
2000
11 Hervé Bourlard, Samy Bengio, Katrin Weber: New Approaches Towards Robust, Adaptive Speech Recognition (invited paper). NIPS 2000: 751-757
1999
10EEYoshua Bengio, Samy Bengio: Modeling High-Dimensional Discrete Data with Multi-Layer Neural Networks. NIPS 1999: 400-406
9 Samy Bengio, Yoshua Bengio, Jacques Robert, Gilles Bélanger: Stochastic Learning of Strategic Equilibria for Auctions. Neural Computation 11(5): 1199-1209 (1999)
1997
8 Fabrice Clérot, Pascal Gouzien, Samy Bengio, Annie Gravey, Daniel Collobert: Dynamical Resource Reservation Scheme in an ATM Network Using Neural Network-Based Traffic Prediction. Modelling and Evaluation of ATM Networks 1997: 411-430
7 Yoshua Bengio, Samy Bengio, Jean-Franc Isabelle, Yoram Singer: Shared Context Probabilistic Transducers. NIPS 1997
1996
6EEJean-Yves Potvin, Samy Bengio: The Vehicle Routing Problem with Time Windows Part II: Genetic Search. INFORMS Journal on Computing 8(2): 165-172 (1996)
5 Samy Bengio, Françoise Fessant, Daniel Collobert: Use of Modular Architectures for Time Series Prediction. Neural Processing Letters 3(2): 101-106 (1996)
1994
4 Samy Bengio, Yoshua Bengio, Jocelyn Cloutier: Use of Genetic Programming for the Search of a New Learning Rule for Neural Networks. International Conference on Evolutionary Computation 1994: 324-327
1991
3 Samy Bengio, Gilles Brassard, Yvo Desmedt, Claude Goutier, Jean-Jacques Quisquater: Secure Implementations of Identification Systems. J. Cryptology 4(3): 175-183 (1991)
1989
2EEYoshua Bengio, Samy Bengio, Yannick Pouliot, Patrick Agin: A Neural Network to Detect Homologies in Proteins. NIPS 1989: 423-430
1987
1EEYvo Desmedt, Claude Goutier, Samy Bengio: Special Uses and Abuses of the Fiat-Shamir Passport Protocol. CRYPTO 1987: 21-39

Coauthor Index

1Patrick Agin [2]
2Gozde Bozdagi Akar (Gozde Bozdagi) [27]
3Li Bai [36]
4Enrique Bailly-Bailliére [30]
5David Barber [59]
6Mark Barnard [23] [50]
7Gilles Bélanger [9]
8Yoshua Bengio [2] [4] [7] [9] [10] [13] [15] [17] [21]
9Frédéric Bimbot [30]
10Hervé Bourlard [11] [22] [23] [26] [34] [46] [47] [57]
11Gilles Brassard [3]
12Horst Bunke [24] [33] [79]
13Fabien Cardinaux [27] [36] [40] [41] [43] [61] [71] [72]
14Vinod Chandran [36]
15Gal Chechik [91] [96]
16Humphrey Cheung [41]
17Yueh-Hsuan Chiang [36]
18Silvia Chiappa [44]
19Fabrice Clérot [8]
20Jocelyn Cloutier [4]
21Daniel Collobert [5] [8]
22Ronan Collobert [12] [13] [15] [17] [21] [38]
23Jacek Czyz [27] [29] [36] [41]
24Farzin Deravi [27]
25Yvo Desmedt [1] [3]
26Christos Dimitrakakis [45] [49]
27Xiaoqing Ding [36]
28Nicolas Donckers [44]
29Douglas Eck [58] [59] [80] [92] [95]
30Chi Fang [36]
31Françoise Fessant [5]
32Jonathan G. Fiscus [82]
33Yongsheng Gao [69]
34Daniel Gatica-Perez [23] [26] [34] [50] [51] [55] [60] [63] [73] [76]
35Ralph Goss [36]
36Claude Goutier [1] [3]
37Pascal Gouzien [8]
38Yves Grandvalet [53] [92] [94]
39David Grangier [64] [77] [78] [81] [90] [93]
40Annie Gravey [8]
41Miroslav Hamouz [30] [36] [41]
42Alexander Heinrichs [36]
43Yi-Ping Hung [36]
44Eugene Ie [91]
45Shajith Ikbal [22]
46Jean-Franc Isabelle [7]
47Alexander Kadyrov [27]
48Mikaela Keller [52] [62]
49Burcu Kepenekci [27]
50Joseph Keshet [93]
51Hamed Ketabdar [57]
52Josef Kittler [27] [30] [36] [41]
53Alexey Kostin [36] [41]
54Krzysztof Kryszczuk [41]
55Werasak Kurutach [27]
56Guillaume Lathoud [50]
57Quan Le [25]
58Hsien-Chang Liu [36]
59Marcus Liwicki [79]
60Scott Lowther [36]
61Simon Lucey [36]
62Dick Lyon [91]
63Yong Ma [36]
64Christoph von der Malsburg [36]
65Christine Marcel [16] [27] [29]
66Sébastien Marcel [16] [20] [27] [36] [41]
67Johnny Mariéthoz [16] [30] [40] [53] [71] [79] [84] [86]
68Alvin Martin [85]
69Régis Martinez [88] [89]
70Jiri Matas [30]
71Nick Mavity [27]
72Chris McCool [36]
73Iain McCowan [23] [26] [34] [50] [63] [73]
74Kieron Messer [27] [30] [36] [41]
75Florent Monay [78] [81]
76Darren Moore [26] [34]
77Marco K. Müller [36]
78Johnny Ng [41]
79Jean-François Paiement [58] [59] [80] [92] [94] [95]
80Roberto Paredes (Roberto Paredes Palacios) [27] [36]
81Hélène Paugam-Moisy [88] [89]
82Maria Petrou [27]
83Norman Poh [35] [36] [41] [54] [56] [65] [66] [67] [70] [85]
84Vlad Popovici [30] [48]
85Fabienne Porée [30]
86Jean-Yves Potvin [6]
87Yannick Pouliot [2]
88Alexei Pozdnoukhov [37] [68] [74] [75]
89Jean-Jacques Quisquater [3]
90Martin Rehn [91]
91Steve Renals [82] [83]
92Jonas Richiardi [79]
93Jacques Robert [9]
94Yann Rodriguez [36] [40] [41] [71]
95Deb Roy [51] [76]
96Belén Ruíz-Mezcua (Belén Ruíz) [30]
97Mohammad Sadeghi (Mohammad T. Sadeghi) [27] [36] [41]
98Conrad Sanderson [27] [31] [36] [39] [41] [42] [43] [61] [69] [72]
99Andreas Schlapbach [79]
100Henry Schneiderman [36]
101Uri Shalit [96]
102Varun Sharma [96]
103LinLin Shen [36]
104Yoram Singer [7]
105Sridha Sridharan [36]
106Sanun Srisuk [27]
107Billy Tang [41]
108F. Boray Tek [27]
109Andreas Tewes [36]
110Norman Poh Hoon Thian [42]
111Jean-Philippe Thiran [30] [48]
112Luc Vandendorpe [27] [29] [36] [41]
113Enrique Vidal [36]
114Alessandro Vinciarelli [14] [19] [24] [33]
115Frédéric Vrins [44]
116Yan Wang [36]
117Zhenger Wang [36]
118Katrin Weber [11] [22]
119Siew Yeung Wong [52]
120Rolf P. Würtz [36]
121Feng Xue [36]
122Qiong Yang [36]
123Dong Zhang [50] [51] [55] [60] [63] [73] [76] [87]

Colors in the list of coauthors

Copyright © Tue Nov 3 08:52:44 2009 by Michael Ley (ley@uni-trier.de)