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DBLP keys2011
120Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJason Weston, Samy Bengio, Nicolas Usunier: WSABIE: Scaling Up to Large Vocabulary Image Annotation. IJCAI 2011: 2764-2770
119Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJason Weston, Samy Bengio, Philippe Hamel: Large-Scale Music Annotation and Retrieval: Learning to Rank in Joint Semantic Spaces CoRR abs/1105.5196: (2011)
118Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLChristos Dimitrakakis, Samy Bengio: Phoneme and Sentence-Level Ensembles for Speech Recognition. EURASIP J. Audio, Speech and Music Processing 2011: (2011)
2010
117Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLSamy Bengio, Jason Weston, David Grangier: Label Embedding Trees for Large Multi-Class Tasks. NIPS 2010: 163-171
116Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLXiaodong He, Li Deng, Roland Kuhn, Helen M. Meng, Samy Bengio: Introduction to the Issue on Statistical Learning Methods for Speech and Language Processing. J. Sel. Topics Signal Processing 4(6): 913-916 (2010)
115Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLGal Chechik, Varun Sharma, Uri Shalit, Samy Bengio: Large Scale Online Learning of Image Similarity Through Ranking. Journal of Machine Learning Research 11: 1109-1135 (2010)
114Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLDumitru Erhan, Yoshua Bengio, Aaron C. Courville, Pierre-Antoine Manzagol, Pascal Vincent, Samy Bengio: Why Does Unsupervised Pre-training Help Deep Learning? Journal of Machine Learning Research 11: 625-660 (2010)
113Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJason Weston, Samy Bengio, Nicolas Usunier: Large scale image annotation: learning to rank with joint word-image embeddings. Machine Learning 81(1): 21-35 (2010)
112Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLRichard F. Lyon, Martin Rehn, Samy Bengio, Thomas C. Walters, Gal Chechik: Sound Retrieval and Ranking Using Sparse Auditory Representations. Neural Computation 22(9): 2390-2416 (2010)
2009
111Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLGal Chechik, Varun Sharma, Uri Shalit, Samy Bengio: Large Scale Online Learning of Image Similarity through Ranking. IbPRIA 2009: 11-14
110Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLGal Chechik, Uri Shalit, Varun Sharma, Samy Bengio: An Online Algorithm for Large Scale Image Similarity Learning. NIPS 2009: 306-314
109Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLSamy Bengio, Fernando C. N. Pereira, Yoram Singer, Dennis Strelow: Group Sparse Coding. NIPS 2009: 82-89
108Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJean-François Paiement, Samy Bengio, Douglas Eck: Probabilistic models for melodic prediction. Artif. Intell. 173(14): 1266-1274 (2009)
107Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJean-François Paiement, Yves Grandvalet, Samy Bengio: Predictive models for music. Connect. Sci. 21(2&3): 253-272 (2009)
106Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLDumitru Erhan, Pierre-Antoine Manzagol, Yoshua Bengio, Samy Bengio, Pascal Vincent: The Difficulty of Training Deep Architectures and the Effect of Unsupervised Pre-Training. Journal of Machine Learning Research - Proceedings Track 5: 153-160 (2009)
105Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJoseph Keshet, David Grangier, Samy Bengio: Discriminative keyword spotting. Speech Communication 51(4): 317-329 (2009)
2008
104Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJean-François Paiement, Yves Grandvalet, Samy Bengio, Douglas Eck: A distance model for rhythms. ICML 2008: 736-743
103Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLGal Chechik, Eugene Ie, Martin Rehn, Samy Bengio, Dick Lyon: Large-scale content-based audio retrieval from text queries. Multimedia Information Retrieval 2008: 105-112
102Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLDavid 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)
101Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLHélène Paugam-Moisy, Régis Martinez, Samy Bengio: Delay learning and polychronization for reservoir computing. Neurocomputing 71(7-9): 1143-1158 (2008)
2007
100Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLHélène Paugam-Moisy, Régis Martinez, Samy Bengio: A supervised learning approach based on STDP and polychronization in spiking neuron networks. ESANN 2007: 427-432
99Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLDong Zhang, Samy Bengio: Exploring Contextual Information in a Layered Framework for Group Action Recognition. ICME 2007: 2022-2025
98Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLDavid Grangier, Samy Bengio: Learning the inter-frame distance for discriminative template-based keyword detection. INTERSPEECH 2007: 902-905
97Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLSamy Bengio, Johnny Mariéthoz: Biometric Person Authentication Is a Multiple Classifier Problem. MCS 2007: 513-522
96Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLNorman 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)
95Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLSören Sonnenburg, Mikio L. Braun, Cheng Soon Ong, Samy Bengio, Léon Bottou, Geoffrey Holmes, Yann LeCun, Klaus-Robert Müller, Fernando Pereira, Carl Edward Rasmussen, Gunnar Rätsch, Bernhard Schölkopf, Alexander J. Smola, Pascal Vincent, Jason Weston, Robert C. Williamson: The Need for Open Source Software in Machine Learning. Journal of Machine Learning Research 8: 2443-2466 (2007)
94Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJohnny Mariéthoz, Samy Bengio: A kernel trick for sequences applied to text-independent speaker verification systems. Pattern Recognition 40(8): 2315-2324 (2007)
2006
93no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLSteve Renals, Samy Bengio: Machine Learning for Multimodal Interaction, Second International Workshop, MLMI 2005, Edinburgh, UK, July 11-13, 2005, Revised Selected Papers Springer 2006
92no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLSteve 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
91Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLDavid Grangier, Florent Monay, Samy Bengio: Learning to Retrieve Images from Text Queries with a Discriminative Model. Adaptive Multimedia Retrieval 2006: 42-56
90Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJean-François Paiement, Douglas Eck, Samy Bengio: Probabilistic Melodic Harmonization. Canadian Conference on AI 2006: 218-229
89Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMarcus Liwicki, Andreas Schlapbach, Horst Bunke, Samy Bengio, Johnny Mariéthoz, Jonas Richiardi: Writer Identification for Smart Meeting Room Systems. Document Analysis Systems 2006: 186-195
88Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLDavid Grangier, Florent Monay, Samy Bengio: A Discriminative Approach for the Retrieval of Images from Text Queries. ECML 2006: 162-173
87Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLDavid Grangier, Samy Bengio: A Neural Network to Retrieve Images from Text Queries. ICANN (2) 2006: 24-34
86Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLDong Zhang, Daniel Gatica-Perez, Deb Roy, Samy Bengio: Modeling Interactions from Email Communication. ICME 2006: 2037-2040
85Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAlexei Pozdnoukhov, Samy Bengio: Graph-based transformation manifolds for invariant pattern recognition with kernel methods. ICPR (3) 2006: 1228-1231
84Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAlexei Pozdnoukhov, Samy Bengio: Graph-based transformation manifolds for invariant pattern recognition with kernel methods. ICPR (4) 2006: 956
83Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJoseph Keshet, Shai Shalev-Shwartz, Samy Bengio, Yoram Singer, Dan Chazan: Discriminative kernel-based phoneme sequence recognition. INTERSPEECH 2006
82Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLHamed Ketabdar, Jithendra Vepa, Samy Bengio, Hervé Bourlard: Posterior based keyword spotting with a priori thresholds. INTERSPEECH 2006
81Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLDong 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)
80Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLFabien Cardinaux, Conrad Sanderson, Samy Bengio: User authentication via adapted statistical models of face images. IEEE Transactions on Signal Processing 54(1): 361-373 (2006)
79Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLYann Rodriguez, Fabien Cardinaux, Samy Bengio, Johnny Mariéthoz: Measuring the performance of face localization systems. Image Vision Comput. 24(8): 882-893 (2006)
78Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLNorman Poh, Samy Bengio: Database, protocols and tools for evaluating score-level fusion algorithms in biometric authentication. Pattern Recognition 39(2): 223-233 (2006)
77Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLConrad Sanderson, Samy Bengio, Yongsheng Gao: On transforming statistical models for non-frontal face verification. Pattern Recognition 39(2): 288-302 (2006)
76Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAlexei Pozdnoukhov, Samy Bengio: Invariances in kernel methods: From samples to objects. Pattern Recognition Letters 27(10): 1087-1097 (2006)
2005
75Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLNorman Poh, Samy Bengio: A Score-Level Fusion Benchmark Database for Biometric Authentication. AVBPA 2005: 1059-1070
74Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLNorman Poh, Samy Bengio: A Novel Approach to Combining Client-Dependent and Confidence Information in Multimodal Biometrics. AVBPA 2005: 1120-1129
73Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLNorman Poh, Samy Bengio: Improving Fusion with Margin-Derived Confidence in Biometric Authentication Tasks. AVBPA 2005: 474-483
72Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLDavid Grangier, Samy Bengio: Inferring document similarity from hyperlinks. CIKM 2005: 359-360
71Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLDong Zhang, Daniel Gatica-Perez, Samy Bengio, Iain McCowan: Semi-Supervised Adapted HMMs for Unusual Event Detection. CVPR (1) 2005: 611-618
70Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMikaela Keller, Samy Bengio: A Neural Network for Text Representation. ICANN (2) 2005: 667-672
69Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLConrad Sanderson, Fabien Cardinaux, Samy Bengio: On Accuracy/Robustness/Complexity Trade-Offs in Face Verification. ICITA (1) 2005: 638-643
68Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLDong Zhang, Daniel Gatica-Perez, Samy Bengio: Semi-supervised meeting event recognition with adapted HMMs. ICME 2005: 1102-1105
67Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJean-François Paiement, Douglas Eck, Samy Bengio, David Barber: A graphical model for chord progressions embedded in a psychoacoustic space. ICML 2005: 641-648
66Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLHamed Ketabdar, Jithendra Vepa, Samy Bengio, Hervé Bourlard: Developing and enhancing posterior based speech recognition systems. INTERSPEECH 2005: 1461-1464
65Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJean-François Paiement, Douglas Eck, Samy Bengio: A Probabilistic Model for Chord Progressions. ISMIR 2005: 312-319
64Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLHamed Ketabdar, Hervé Bourlard, Samy Bengio: Hierarchical Multi-stream Posterior Based Speech Recognition System. MLMI 2005: 294-306
63Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLNorman Poh, Samy Bengio: Can Chimeric Persons Be Used in Multimodal Biometric Authentication Experiments?. MLMI 2005: 87-100
62Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLDaniel Gatica-Perez, Dong Zhang, Samy Bengio: Extracting information from multimedia meeting collections. Multimedia Information Retrieval 2005: 245-252
61Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLNorman 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
60Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLYves Grandvalet, Johnny Mariéthoz, Samy Bengio: A Probabilistic Interpretation of SVMs with an Application to Unbalanced Classification. NIPS 2005
59Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMikaela Keller, Samy Bengio, Siew Yeung Wong: Benchmarking Non-Parametric Statistical Tests. NIPS 2005
58Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLDong Zhang, Daniel Gatica-Perez, Samy Bengio, Deb Roy: Learning Influence among Interacting Markov Chains. NIPS 2005
57Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLIain 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)
56Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLChristos Dimitrakakis, Samy Bengio: Online adaptive policies for ensemble classifiers. Neurocomputing 64: 211-221 (2005)
55Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLVlad Popovici, Samy Bengio, Jean-Philippe Thiran: Kernel matching pursuit for large datasets. Pattern Recognition 38(12): 2385-2390 (2005)
2004
54no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLSamy Bengio, Hervé Bourlard: Machine Learning for Multimodal Interaction, First International Workshop,MLMI 2004, Martigny, Switzerland, June 21-23, 2004, Revised Selected Papers Springer 2004
53Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLSamy Bengio, Hervé Bourlard: Multi Channel Sequence Processing. Deterministic and Statistical Methods in Machine Learning 2004: 22-36
52Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLChristos Dimitrakakis, Samy Bengio: Online policy adaptation for ensemble classifiers. ESANN 2004: 19-24
51Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLSilvia Chiappa, Nicolas Donckers, Samy Bengio, Frédéric Vrins: HMM and IOHMM modeling of EEG rhythms for asynchronous BCI systems. ESANN 2004: 193-204
50Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLFabien Cardinaux, Conrad Sanderson, Samy Bengio: Face Verification Using Adapted Generative Models. FGR 2004: 825-830
49Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLNorman Poh Hoon Thian, Conrad Sanderson, Samy Bengio: Spectral Subband Centroids as Complementary Features for Speaker Authentication. ICBA 2004: 631-639
48Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLKieron 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
47Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLYann Rodriguez, Fabien Cardinaux, Samy Bengio, Johnny Mariéthoz: Estimating the quality of face localization for face verification. ICIP 2004: 581-584
46Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLConrad Sanderson, Samy Bengio: Statistical transformations of frontal models for non-frontal face verification. ICIP 2004: 585-588
45Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLRonan Collobert, Samy Bengio: Links between perceptrons, MLPs and SVMs. ICML 2004
44Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAlexei Pozdnoukhov, Samy Bengio: Tangent Vector Kernels for Invariant Image Classification with SVMs. ICPR (3) 2004: 486-489
43Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLKieron 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
42Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLNorman Poh, Samy Bengio: Towards Predicting Optimal Fusion Candidates: A Case Study on Biometric Authentication Tasks. MLMI 2004: 159-172
41Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLIain McCowan, Daniel Gatica-Perez, Samy Bengio, Darren Moore, Hervé Bourlard: Towards Computer Understanding of Human Interactions. MLMI 2004: 56-75
40Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAlessandro 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)
39Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLSamy Bengio: Multimodal speech processing using asynchronous Hidden Markov Models. Information Fusion 5(2): 81-89 (2004)
2003
38Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLConrad Sanderson, Samy Bengio: Robust Features for Frontal Face Authentication in Difficult Image Conditions. AVBPA 2003: 495-504
37Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLEnrique 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
36Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJacek Czyz, Samy Bengio, Christine Marcel, Luc Vandendorpe: Scalability Analysis of Audio-Visual Person Identity Verification. AVBPA 2003: 752-760
35Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLSamy Bengio: Multimodal Authentication Using Asynchronous HMMs. AVBPA 2003: 770-777
34Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLKieron 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
33Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLIain McCowan, Daniel Gatica-Perez, Samy Bengio, Darren Moore, Hervé Bourlard: Towards Computer Understanding of Human Interactions. EUSAI 2003: 235-251
32Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLQuan Le, Samy Bengio: Client Dependent GMM-SVM Models for Speaker Verification. ICANN 2003: 443-451
31Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAlessandro Vinciarelli, Samy Bengio, Horst Bunke: Offline Recognition of Large Vocabulary Cursive Handwritten Text. ICDAR 2003: 1101-
30no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMark Barnard, Samy Bengio, Hervé Bourlard, Daniel Gatica-Perez, Iain McCowan: On automatic annotation of meeting databases. ICIP (3) 2003: 629-632
29Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLKatrin Weber, Shajith Ikbal, Samy Bengio, Hervé Bourlard: Robust speech recognition and feature extraction using HMM2. Computer Speech & Language 17(2-3): 195-211 (2003)
28Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLRonan Collobert, Yoshua Bengio, Samy Bengio: Scaling Large Learning Problems with Hard Parallel Mixtures. IJPRAI 17(3): 349-365 (2003)
2002
27Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLSébastien Marcel, Samy Bengio: Improving Face Verification Using Skin Color Information. ICPR (2) 2002: 378-381
26Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAlessandro Vinciarelli, Samy Bengio: Offline Cursive Word Recognition using Continuous Density Hidden Markov Models Trained with PCA or ICA Features. ICPR (3) 2002: 81-84
25Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJohnny Mariéthoz, Samy Bengio: A comparative study of adaptation methods for speaker verification. INTERSPEECH 2002
24Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLKatrin Weber, Febe de Wet, Bert Cranen, Lou Boves, Samy Bengio, Hervé Bourlard: Evaluation of formant-like features for ASR. INTERSPEECH 2002
23Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLSamy Bengio: An Asynchronous Hidden Markov Model for Audio-Visual Speech Recognition. NIPS 2002: 1213-1220
22Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLRonan Collobert, Yoshua Bengio, Samy Bengio: Scaling Large Learning Problems with Hard Parallel Mixtures. SVM 2002: 8-23
21Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLSamy Bengio, Christine Marcel, Sébastien Marcel, Johnny Mariéthoz: Confidence measures for multimodal identity verification. Information Fusion 3(4): 267-276 (2002)
20Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLRonan Collobert, Samy Bengio, Yoshua Bengio: A Parallel Mixture of SVMs for Very Large Scale Problems. Neural Computation 14(5): 1105-1114 (2002)
19Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAlessandro Vinciarelli, Samy Bengio: Writer adaptation techniques in HMM based Off-Line Cursive Script Recognition. Pattern Recognition Letters 23(8): 905-916 (2002)
2001
18Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLKatrin Weber, Samy Bengio, Hervé Bourlard: HMM2- extraction of formant structures and their use for robust ASR. INTERSPEECH 2001: 607-610
17Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLRonan Collobert, Samy Bengio, Yoshua Bengio: A Parallel Mixture of SVMs for Very Large Scale Problems. NIPS 2001: 633-640
16Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLRonan Collobert, Samy Bengio: SVMTorch: Support Vector Machines for Large-Scale Regression Problems. Journal of Machine Learning Research 1: 143-160 (2001)
2000
15Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLKatrin Weber, Samy Bengio, Hervé Bourlard: HMM2- a novel approach to HMM emission probability estimation. INTERSPEECH 2000: 147-150
14Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLTodd A. Stephenson, Hervé Bourlard, Samy Bengio, Andrew C. Morris: Automatic speech recognition using dynamic bayesian networks with both acoustic and articulatory variables. INTERSPEECH 2000: 951-954
13no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLHervé Bourlard, Samy Bengio, Katrin Weber: New Approaches Towards Robust, Adaptive Speech Recognition (invited paper). NIPS 2000: 751-757
12Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLSamy Bengio, Yoshua Bengio: Taking on the curse of dimensionality in joint distributions using neural networks. IEEE Trans. Neural Netw. Learning Syst. 11(3): 550-557 (2000)
1999
11Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLYoshua Bengio, Samy Bengio: Modeling High-Dimensional Discrete Data with Multi-Layer Neural Networks. NIPS 1999: 400-406
10Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLSamy Bengio, Yoshua Bengio, Jacques Robert, Gilles Bélanger: Stochastic Learning of Strategic Equilibria for Auctions. Neural Computation 11(5): 1199-1209 (1999)
1997
9no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLFabrice 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
8no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLYoshua Bengio, Samy Bengio, Jean-Franc Isabelle, Yoram Singer: Shared Context Probabilistic Transducers. NIPS 1997
1996
7Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJean-Yves Potvin, Samy Bengio: The Vehicle Routing Problem with Time Windows Part II: Genetic Search. INFORMS Journal on Computing 8(2): 165-172 (1996)
6Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLSamy Bengio, Françoise Fessant, Daniel Collobert: Use of Modular Architectures for Time Series Prediction. Neural Processing Letters 3(2): 101-106 (1996)
1995
5Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLSamy Bengio, Yoshua Bengio, Jocelyn Cloutier: On the search for new learning rules for ANNs. Neural Processing Letters 2(4): 26-30 (1995)
1994
4no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLSamy 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
3Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLSamy Bengio, Gilles Brassard, Yvo Desmedt, Claude Goutier, Jean-Jacques Quisquater: Secure Implementations of Identification Systems. J. Cryptology 4(3): 175-183 (1991)
1989
2Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLYoshua Bengio, Samy Bengio, Yannick Pouliot, Patrick Agin: A Neural Network to Detect Homologies in Proteins. NIPS 1989: 423-430
1987
1Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLYvo 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) [34]
3Li Bai [43]
4Enrique Bailly-Bailliére [37]
5David Barber [67]
6Mark Barnard [30] [57]
7Gilles Bélanger [10]
8Yoshua Bengio [2] [4] [5] [8] [10] [11] [12] [17] [20] [22] [28] [106] [114]
9Frédéric Bimbot [37]
10Léon Bottou [95]
11Hervé Bourlard [13] [14] [15] [18] [24] [29] [30] [33] [41] [53] [54] [64] [66] [82]
12Lou Boves (Louis Boves) [24]
13Gilles Brassard [3]
14Mikio L. Braun [95]
15Horst Bunke [31] [40] [89]
16Fabien Cardinaux [34] [43] [47] [48] [50] [69] [79] [80]
17Vinod Chandran [43]
18Dan Chazan [83]
19Gal Chechik [103] [110] [111] [112] [115]
20Humphrey Cheung [48]
21Yueh-Hsuan Chiang [43]
22Silvia Chiappa [51]
23Fabrice Clérot [9]
24Jocelyn Cloutier [4] [5]
25Daniel Collobert [6] [9]
26Ronan Collobert [16] [17] [20] [22] [28] [45]
27Aaron C. Courville [114]
28Bert Cranen [24]
29Jacek Czyz [34] [36] [43] [48]
30Li Deng [116]
31Farzin Deravi [34]
32Yvo Desmedt [1] [3]
33Christos Dimitrakakis [52] [56] [118]
34Xiaoqing Ding [43]
35Nicolas Donckers [51]
36Douglas Eck [65] [67] [90] [104] [108]
37Dumitru Erhan [106] [114]
38Chi Fang [43]
39Françoise Fessant [6]
40Jonathan G. Fiscus [92]
41Yongsheng Gao [77]
42Daniel Gatica-Perez [30] [33] [41] [57] [58] [62] [68] [71] [81] [86]
43Ralph Goss [43]
44Claude Goutier [1] [3]
45Pascal Gouzien [9]
46Yves Grandvalet [60] [104] [107]
47David Grangier [72] [87] [88] [91] [98] [102] [105] [117]
48Annie Gravey [9]
49Philippe Hamel [119]
50Miroslav Hamouz [37] [43] [48]
51Xiaodong He [116]
52Alexander Heinrichs [43]
53Geoffrey Holmes (Geoff Holmes) [95]
54Yi-Ping Hung [43]
55Eugene Ie [103]
56Shajith Ikbal [29]
57Jean-Franc Isabelle [8]
58Alexander Kadyrov [34]
59Mikaela Keller [59] [70]
60Burcu Kepenekci [34]
61Joseph Keshet [83] [105]
62Hamed Ketabdar [64] [66] [82]
63Josef Kittler [34] [37] [43] [48]
64Alexey Kostin [43] [48]
65Krzysztof Kryszczuk [48]
66Roland Kuhn [116]
67Werasak Kurutach [34]
68Guillaume Lathoud [57]
69Quan Le [32]
70Yann LeCun [95]
71Hsien-Chang Liu [43]
72Marcus Liwicki [89]
73Scott Lowther [43]
74Simon Lucey [43]
75Dick Lyon [103]
76Richard F. Lyon [112]
77Yong Ma [43]
78Christoph von der Malsburg [43]
79Pierre-Antoine Manzagol [106] [114]
80Christine Marcel [21] [34] [36]
81Sébastien Marcel [21] [27] [34] [43] [48]
82Johnny Mariéthoz [21] [25] [37] [47] [60] [79] [89] [94] [97]
83Alvin Martin [96]
84Régis Martinez [100] [101]
85Jiri Matas [37]
86Nick Mavity [34]
87Chris McCool (Christopher McCool) [43]
88Iain McCowan [30] [33] [41] [57] [71] [81]
89Helen M. Meng [116]
90Kieron Messer [34] [37] [43] [48]
91Florent Monay [88] [91]
92Darren Moore [33] [41]
93Andrew C. Morris (Andrew Cameron Morris) [14]
94Klaus-Robert Müller [95]
95Marco K. Müller [43]
96Johnny Ng [48]
97Cheng Soon Ong [95]
98Jean-François Paiement [65] [67] [90] [104] [107] [108]
99Roberto Paredes (Roberto Paredes Palacios) [34] [43]
100Hélène Paugam-Moisy [100] [101]
101Fernando Pereira (Fernando Manuel Bernardo Pereira) [95]
102Fernando C. N. Pereira [109]
103Maria Petrou [34]
104Norman Poh [42] [43] [48] [61] [63] [73] [74] [75] [78] [96]
105Vlad Popovici [37] [55]
106Fabienne Porée [37]
107Jean-Yves Potvin [7]
108Yannick Pouliot [2]
109Alexei Pozdnoukhov [44] [76] [84] [85]
110Jean-Jacques Quisquater [3]
111Carl Edward Rasmussen [95]
112Gunnar Rätsch [95]
113Martin Rehn [103] [112]
114Steve Renals [92] [93]
115Jonas Richiardi [89]
116Jacques Robert [10]
117Yann Rodriguez [43] [47] [48] [79]
118Deb Roy [58] [86]
119Belén Ruíz-Mezcua (Belén Ruíz) [37]
120Mohammad Sadeghi (Mohammad T. Sadeghi) [34] [43] [48]
121Conrad Sanderson [34] [38] [43] [46] [48] [49] [50] [69] [77] [80]
122Andreas Schlapbach [89]
123Henry Schneiderman [43]
124Bernhard Schölkopf [95]
125Shai Shalev-Shwartz [83]
126Uri Shalit [110] [111] [115]
127Varun Sharma [110] [111] [115]
128LinLin Shen [43]
129Yoram Singer [8] [83] [109]
130Alexander J. Smola (Alex J. Smola) [95]
131Sören Sonnenburg [95]
132Sridha Sridharan [43]
133Sanun Srisuk [34]
134Todd A. Stephenson [14]
135Dennis Strelow [109]
136Billy Tang [48]
137F. Boray Tek [34]
138Andreas Tewes [43]
139Norman Poh Hoon Thian [49]
140Jean-Philippe Thiran [37] [55]
141Nicolas Usunier [113] [120]
142Luc Vandendorpe [34] [36] [43] [48]
143Jithendra Vepa [66] [82]
144Enrique Vidal [43]
145Pascal Vincent [95] [106] [114]
146Alessandro Vinciarelli [19] [26] [31] [40]
147Frédéric Vrins [51]
148Thomas C. Walters [112]
149Yan Wang [43]
150Zhenger Wang [43]
151Katrin Weber [13] [15] [18] [24] [29]
152Jason Weston [95] [113] [117] [119] [120]
153Febe de Wet [24]
154Robert C. Williamson [95]
155Siew Yeung Wong [59]
156Rolf P. Würtz [43]
157Feng Xue [43]
158Qiong Yang [43]
159Dong Zhang [57] [58] [62] [68] [71] [81] [86] [99]

Colors in the list of coauthors

Last update Sun May 27 04:04:01 2012 CET by the DBLP TeamThis material is Open Data Data released under the ODC-BY 1.0 license — See also our legal information page