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1

[IEEE 2015 IEEE Conference on Computer Vision and Pattern Recognition (CVPR) - Boston, MA, USA (2015.6.7-2015.6.12)] 2015 IEEE Conference on Computer Vision and Pattern Recognition (CVPR) - Show and tell: A neural image caption generator

Vinyals, Oriol, Toshev, Alexander, Bengio, Samy, Erhan, Dumitru

Year:

2015

Language:

english

File:

PDF, 405 KB

english, 2015

2

The Vehicle Routing Problem with Time Windows Part II: Genetic Search

Potvin, Jean-Yves, Bengio, Samy

Journal:

INFORMS Journal on Computing

Year:

1996

Language:

english

File:

PDF, 656 KB

english, 1996

3

[Lecture Notes in Computer Science] Machine Learning for Multimodal Interaction Volume 3361 || Emotion Analysis in Man-Machine Interaction Systems

Bengio, Samy, Bourlard, Hervé

Year:

2005

Language:

english

File:

PDF, 203 KB

english, 2005

4

Probabilistic models for melodic prediction

Jean-François Paiement, Samy Bengio, Douglas Eck

Journal:

Artificial Intelligence

Year:

2009

Language:

english

File:

PDF, 180 KB

english, 2009

5

A kernel trick for sequences applied to text-independent speaker verification systems

Johnny Mariéthoz, Samy Bengio

Journal:

Pattern Recognition

Year:

2007

Language:

english

File:

PDF, 316 KB

english, 2007

6

On the search for new learning rules for ANNs

Samy Bengio, Yoshua Bengio, Jocelyn Cloutier

Journal:

Neural Processing Letters

Year:

1995

Language:

english

File:

PDF, 420 KB

english, 1995

7

A Parallel Mixture of SVMs for Very Large Scale Problems

Collobert, Ronan, Bengio, Samy, Bengio, Yoshua

Journal:

Neural Computation

Year:

2002

Language:

english

File:

PDF, 429 KB

english, 2002

8

Stochastic Learning of Strategic Equilibria for Auctions

Bengio, Samy, Bengio, Yoshua, Robert, Jacques, Bélanger, Gilles

Journal:

Neural Computation

Year:

1999

Language:

english

File:

PDF, 57 KB

english, 1999

9

Guest Editors' Introduction: Special Section on Learning Deep Architectures

Bengio, Samy, Deng, Li, Larochelle, Hugo, Lee, Honglak, Salakhutdinov, Ruslan

Journal:

IEEE Transactions on Pattern Analysis and Machine Intelligence

Year:

2013

Language:

english

File:

PDF, 142 KB

english, 2013

10

SCALING LARGE LEARNING PROBLEMS WITH HARD PARALLEL MIXTURES

COLLOBERT, RONAN, BENGIO, YOSHUA, BENGIO, SAMY

Journal:

International Journal of Pattern Recognition and Artificial Intelligence

Year:

2003

Language:

english

File:

PDF, 513 KB

english, 2003

11

[ACM Press the 25th ACM SIGKDD International Conference - Anchorage, AK, USA (2019.08.04-2019.08.08)] Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining - KDD '19 - Cluster-GCN

Chiang, Wei-Lin, Liu, Xuanqing, Si, Si, Li, Yang, Bengio, Samy, Hsieh, Cho-Jui

Year:

2019

Language:

english

File:

PDF, 1.60 MB

english, 2019

12

Kernel matching pursuit for large datasets

Vlad Popovici, Samy Bengio, Jean-Philippe Thiran

Journal:

Pattern Recognition

Year:

2005

Language:

english

File:

PDF, 215 KB

english, 2005

13

Measuring the performance of face localization systems

Yann Rodriguez, Fabien Cardinaux, Samy Bengio, Johnny Mariéthoz

Journal:

Image and Vision Computing

Year:

2006

Language:

english

File:

PDF, 371 KB

english, 2006

14

Multimodal speech processing using asynchronous Hidden Markov Models

Journal:

Information Fusion

Year:

2004

Language:

english

File:

PDF, 314 KB

english, 2004

15

Discriminative keyword spotting

Joseph Keshet, David Grangier, Samy Bengio

Journal:

Speech Communication

Year:

2009

Language:

english

File:

PDF, 518 KB

english, 2009

16

Secure implementation of identification systems

Samy Bengio, Gilles Brassard, Yvo G. Desmedt, Claude Goutier, Jean-Jacques Quisquater

Journal:

Journal of Cryptology

Year:

1991

Language:

english

File:

PDF, 581 KB

english, 1991

17

Large scale image annotation: learning

Jason Weston, Samy Bengio, Nicolas Usunier

Journal:

Machine Learning

Year:

2010

Language:

english

File:

PDF, 460 KB

english, 2010

18

On transforming statistical models for non-frontal face verification

Conrad Sanderson, Samy Bengio, Yongsheng Gao

Journal:

Pattern Recognition

Year:

2006

Language:

english

File:

PDF, 343 KB

english, 2006

19

Database, protocols and tools for evaluating score-level fusion algorithms in biometric authentication

Norman Poh, Samy Bengio

Journal:

Pattern Recognition

Year:

2006

Language:

english

File:

PDF, 967 KB

english, 2006

20

[IEEE 2004 Intelligent Sensors, Sensor Networks and Information Processing Conference, 2004. - Melbourne, Australia (14-17 Dec. 2004)] Proceedings of the 2004 Intelligent Sensors, Sensor Networks and Information Processing Conference, 2004. - Extrapolating Single View Face Models for Multi-View Recognition

Conrad Sanderson,, Samy Bengio,

Year:

2004

Language:

english

File:

PDF, 632 KB

english, 2004

21

Evaluation of formant-like features on an automatic vowel classification task

de Wet, Febe, Weber, Katrin, Boves, Louis, Cranen, Bert, Bengio, Samy, Bourlard, Hervé

Journal:

The Journal of the Acoustical Society of America

Year:

2004

Language:

english

File:

PDF, 320 KB

english, 2004

22

[Lecture Notes in Computer Science] Machine Learning for Multimodal Interaction Volume 3869 || Accent Classification for Speech Recognition

Renals, Steve, Bengio, Samy

Year:

2006

Language:

english

File:

PDF, 170 KB

english, 2006

23

[Lecture Notes in Computer Science] Machine Learning for Multimodal Interaction Volume 3361 || S-SEER: Selective Perception in a Multimodal Office Activity Recognition System

Bengio, Samy, Bourlard, Hervé

Year:

2005

Language:

english

File:

PDF, 520 KB

english, 2005

24

Unsupervised speech representation learning using WaveNet autoencoders

Chorowski, Jan, Weiss, Ron J., Bengio, Samy, Van den Oord, Aaron

Journal:

IEEE/ACM Transactions on Audio, Speech, and Language Processing

Year:

2019

Language:

english

File:

PDF, 1.98 MB

english, 2019

25

Writer adaptation techniques in HMM based Off-Line Cursive Script Recognition

Alessandro Vinciarelli, Samy Bengio

Journal:

Pattern Recognition Letters

Year:

2002

Language:

english

File:

PDF, 306 KB

english, 2002

26

Robust speech recognition and feature extraction using HMM2

Katrin Weber, Shajith Ikbal, Samy Bengio, Hervé Bourlard

Journal:

Computer Speech & Language

Year:

2003

Language:

english

File:

PDF, 495 KB

english, 2003

27

Confidence measures for multimodal identity verification

Samy Bengio, Christine Marcel, Sébastien Marcel, Johnny Mariéthoz

Journal:

Information Fusion

Year:

2002

Language:

english

File:

PDF, 191 KB

english, 2002

28

Use of modular architectures for time series prediction

Samy Bengio, Françoise Fessant, Daniel Collobert

Journal:

Neural Processing Letters

Year:

1996

Language:

english

File:

PDF, 374 KB

english, 1996

29

Invariances in kernel methods: From samples to objects

Alexei Pozdnoukhov, Samy Bengio

Journal:

Pattern Recognition Letters

Year:

2006

Language:

english

File:

PDF, 361 KB

english, 2006

30

[Lecture Notes in Computer Science] Machine Learning for Multimodal Interaction Volume 4299 || The 2006 Athens Information Technology Speech Activity Detection and Speaker Diarization Systems

Renals, Steve, Bengio, Samy, Fiscus, Jonathan G.

Year:

2006

Language:

english

File:

PDF, 218 KB

english, 2006

31

Online adaptive policies for ensemble classifiers

Christos Dimitrakakis, Samy Bengio

Journal:

Year:

2005

Language:

english

File:

PDF, 245 KB

english, 2005

32

Delay learning and polychronization for reservoir computing

Hélène Paugam-Moisy, Régis Martinez, Samy Bengio

Journal:

Year:

2008

Language:

english

File:

PDF, 1.70 MB

english, 2008

33

[Lecture Notes in Computer Science] Machine Learning for Multimodal Interaction Volume 3361 || Mixture of SVMs for Face Class Modeling

Bengio, Samy, Bourlard, Hervé

Year:

2005

Language:

english

File:

PDF, 131 KB

english, 2005

34

PRIME: Probabilistic Initial 3D Model Generation for Single-Particle Cryo-Electron Microscopy

Elmlund, Hans, Elmlund, Dominika, Bengio, Samy

Journal:

Year:

2013

Language:

english

File:

PDF, 1.64 MB

english, 2013

35

[Lecture Notes in Computer Science] Machine Learning for Multimodal Interaction Volume 4299 || Speaker Diarization for Multi-microphone Meetings Using Only Between-Channel Differences

Renals, Steve, Bengio, Samy, Fiscus, Jonathan G.

Year:

2006

Language:

english

File:

PDF, 89 KB

english, 2006

36

Predictive models for music

Paiement, Jean-François, Grandvalet, Yves, Bengio, Samy

Journal:

Connection Science

Year:

2009

Language:

english

File:

PDF, 314 KB

english, 2009

37

[IEEE Multimedia and Expo, 2007 IEEE International Conference on - Beijing, China (2007.07.2-2007.07.5)] Multimedia and Expo, 2007 IEEE International Conference on - Exploring Contextual Information in a Layered Framework for Group Action Recognition

Zhang, Dong, Bengio, Samy

Year:

2007

Language:

english

File:

PDF, 113 KB

english, 2007

38

[Lecture Notes in Computer Science] Machine Learning for Multimodal Interaction Volume 4299 || Model-Based, Multimodal Interaction in Document Browsing

Renals, Steve, Bengio, Samy, Fiscus, Jonathan G.

Year:

2006

Language:

english

File:

PDF, 870 KB

english, 2006

39

[IEEE 2006 IEEE International Conference on Multimedia and Expo - Toronto, ON, Canada (2006.7.9-2006.7.9)] 2006 IEEE International Conference on Multimedia and Expo - Modeling Interactions from Email Communication

Zhang, Dong, Gatica-Perez, Daniel, Roy, Deb, Bengio, Samy

Year:

2006

Language:

english

File:

PDF, 197 KB

english, 2006

40

[Lecture Notes in Computer Science] Machine Learning for Multimodal Interaction Volume 4299 ||

Renals, Steve, Bengio, Samy, Fiscus, Jonathan G.

Year:

2006

Language:

english

File:

PDF, 7.92 MB

english, 2006

41

[Lecture Notes in Computer Science] Machine Learning for Multimodal Interaction Volume 3869 ||

Renals, Steve, Bengio, Samy

Year:

2006

Language:

english

File:

PDF, 7.03 MB

english, 2006

42

[Lecture Notes in Computer Science] Machine Learning for Multimodal Interaction Volume 3869 || Robust Speaker Segmentation for Meetings: The ICSI-SRI Spring 2005 Diarization System

Renals, Steve, Bengio, Samy

Year:

2006

Language:

english

File:

PDF, 202 KB

english, 2006

43

[Lecture Notes in Computer Science] Machine Learning for Multimodal Interaction Volume 3869 || Developing a Consistent View on Emotion-Oriented Computing

Renals, Steve, Bengio, Samy

Year:

2006

Language:

english

File:

PDF, 172 KB

english, 2006

44

[Lecture Notes in Computer Science] Machine Learning for Multimodal Interaction Volume 3869 || Real-Time Feedback on Nonverbal Behaviour to Enhance Social Dynamics in Small Group Meetings

Renals, Steve, Bengio, Samy

Year:

2006

Language:

english

File:

PDF, 464 KB

english, 2006

45

[Lecture Notes in Computer Science] Machine Learning for Multimodal Interaction Volume 4299 || Robust Speaker Diarization for Meetings: ICSI RT06S Meetings Evaluation System

Renals, Steve, Bengio, Samy, Fiscus, Jonathan G.

Year:

2006

Language:

english

File:

PDF, 389 KB

english, 2006

46

[Lecture Notes in Computer Science] Machine Learning for Multimodal Interaction Volume 3361 || Long-Term Temporal Features for Conversational Speech Recognition

Bengio, Samy, Bourlard, Hervé

Year:

2005

Language:

english

File:

PDF, 119 KB

english, 2005

47

[IEEE 2007 IEEE International Conference on Acoustics, Speech and Signal Processing - ICASSP '07 - Honolulu, HI, USA (2007.04.15-2007.04.20)] 2007 IEEE International Conference on Acoustics, Speech and Signal Processing - ICASSP '07 - Estimating the Confidence Interval of Expected Performance Curve in Biometric Authentication using Joint Bootstrap

Poh, Norman, Bengio, Samy

Year:

2007

Language:

english

File:

PDF, 858 KB

english, 2007

48

[Lecture Notes in Computer Science] Machine Learning for Multimodal Interaction Volume 3361 || Tandem Connectionist Feature Extraction for Conversational Speech Recognition

Bengio, Samy, Bourlard, Hervé

Year:

2005

Language:

english

File:

PDF, 328 KB

english, 2005

49

[ACM Press the ACM 2nd international workshop - New York, NY, USA (2004.10.15-2004.10.15)] Proceedings of the ACM 2nd international workshop on Video surveillance & sensor networks - VSSN '04 - Multimodal group action clustering in meetings

Zhang, Dong, Gatica-Perez, Daniel, Bengio, Samy, McCowan, Iain, Lathoud, Guillaume

Year:

2004

Language:

english

File:

PDF, 473 KB

english, 2004

50

[ACM Press the 14th ACM international conference - Bremen, Germany (2005.10.31-2005.11.05)] Proceedings of the 14th ACM international conference on Information and knowledge management - CIKM '05 - Inferring document similarity from hyperlinks

Grangier, David, Bengio, Samy

Year:

2005

Language:

english

File:

PDF, 74 KB

english, 2005

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