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51

Learning normalized inputs for iterative estimation in medical image segmentation

Drozdzal, Michal, Chartrand, Gabriel, Vorontsov, Eugene, Shakeri, Mahsa, Di Jorio, Lisa, Tang, An, Romero, Adriana, Bengio, Yoshua, Pal, Chris, Kadoury, Samuel

Journal:

Medical Image Analysis

Year:

2018

Language:

english

File:

PDF, 9.99 MB

english, 2018

52

[IEEE ICASSP 2018 - 2018 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) - Calgary, AB (2018.4.15-2018.4.20)] 2018 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) - Towards End-to-end Spoken Language Understanding

Serdyuk, Dmitriy, Wang, Yongqiang, Fuegen, Christian, Kumar, Anuj, Liu, Baiyang, Bengio, Yoshua

Year:

2018

Language:

english

File:

PDF, 563 KB

english, 2018

53

[IEEE 2019 International Conference on Robotics and Automation (ICRA) - Montreal, QC, Canada (2019.5.20-2019.5.24)] 2019 International Conference on Robotics and Automation (ICRA) - A Data-Efficient Framework for Training and Sim-to-Real Transfer of Navigation Policies

Bharadhwaj, Homanga, Wang, Zihan, Bengio, Yoshua, Paull, Liam

Year:

2019

Language:

english

File:

PDF, 251 KB

english, 2019

54

Phonetically motivated acoustic parameters for continuous speech recognition using artificial neural networks

Yoshua Bengio, Renato De Mori, Giovanni Flammia, Ralf Kompe

Journal:

Speech Communication

Year:

1992

Language:

english

File:

PDF, 744 KB

english, 1992

55

Learning the dynamic nature of speech with back-propagation for sequences

Yoshua Bengio, Renato De Mori, Marco Gori

Journal:

Pattern Recognition Letters

Year:

1992

Language:

english

File:

PDF, 1007 KB

english, 1992

56

Selective Small Molecule Peptidomimetic Ligands of TrkC and TrkA Receptors Afford Discrete or Complete Neurotrophic Activities

Maria Clara Zaccaro, Hong Boon Lee, Mookda Pattarawarapan, Zebin Xia, Antoine Caron, Pierrre-Jean L’Heureux, Yoshua Bengio, Kevin Burgess, H. Uri Saragovi

Journal:

Chemistry & Biology

Year:

2005

Language:

english

File:

PDF, 503 KB

english, 2005

57

DECISION TREES DO NOT GENERALIZE TO NEW VARIATIONS

Yoshua Bengio, Olivier Delalleau, Clarence Simard

Journal:

Computational Intelligence

Year:

2010

Language:

english

File:

PDF, 318 KB

english, 2010

58

Introduction to the Issue on Statistical Learning Methods for Speech and Language Processing

He, X., Deng, L., Kuhn, R., Meng, H., Bengio, S.

Journal:

IEEE Journal of Selected Topics in Signal Processing

Year:

2010

Language:

english

File:

PDF, 901 KB

english, 2010

59

Shi'is and Politics in Ba'thi Iraq

Journal:

Middle Eastern Studies

Year:

1985

Language:

english

File:

PDF, 413 KB

english, 1985

60

[ACM Press the 2014 conference companion - Vancouver, BC, Canada (2014.07.12-2014.07.16)] Proceedings of the 2014 conference companion on Genetic and evolutionary computation companion - GECCO Comp '14 - Deep learning and cultural evolution

Year:

2014

Language:

english

File:

PDF, 668 KB

english, 2014

61

[ACM Press the 20th ACM SIGKDD international conference - New York, New York, USA (2014.08.24-2014.08.27)] Proceedings of the 20th ACM SIGKDD international conference on Knowledge discovery and data mining - KDD '14 - Scaling up deep learning

Year:

2014

Language:

english

File:

PDF, 348 KB

english, 2014

62

The Spike-and-Slab RBM and Extensions to Discrete and Sparse Data Distributions

Courville, Aaron, Desjardins, Guillaume, Bergstra, James, Bengio, Yoshua

Journal:

IEEE Transactions on Pattern Analysis and Machine Intelligence

Year:

2014

Language:

english

File:

PDF, 1.27 MB

english, 2014

63

Gradient-Based Optimization of Hyperparameters

Journal:

Neural Computation

Year:

2000

Language:

english

File:

PDF, 125 KB

english, 2000

64

Justifying and Generalizing Contrastive Divergence

Bengio, Yoshua, Delalleau, Olivier

Journal:

Neural Computation

Year:

2009

Language:

english

File:

PDF, 232 KB

english, 2009

65

Adaptive Importance Sampling to Accelerate Training of a Neural Probabilistic Language Model

Bengio, Y., Senecal, J.-S.

Journal:

IEEE Transactions on Neural Networks

Year:

2008

Language:

english

File:

PDF, 494 KB

english, 2008

66

[ACM Press the 26th Annual International Conference - Montreal, Quebec, Canada (2009.06.14-2009.06.18)] Proceedings of the 26th Annual International Conference on Machine Learning - ICML '09 - Curriculum learning

Bengio, Yoshua, Louradour, Jérôme, Collobert, Ronan, Weston, Jason

Year:

2009

Language:

english

File:

PDF, 1.88 MB

english, 2009

67

A CONNECTIONIST APPROACH TO SPEECH RECOGNITION

Journal:

International Journal of Pattern Recognition and Artificial Intelligence

Year:

1993

Language:

english

File:

PDF, 1.09 MB

english, 1993

68

Using Recurrent Neural Networks for Slot Filling in Spoken Language Understanding

Mesnil, Gregoire, Dauphin, Yann, Yao, Kaisheng, Bengio, Yoshua, Deng, Li, Hakkani-Tur, Dilek, He, Xiaodong, Heck, Larry, Tur, Gokhan, Yu, Dong, Zweig, Geoffrey

Journal:

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

Year:

2015

Language:

english

File:

PDF, 1.69 MB

english, 2015

69

Robust Regression with Asymmetric Heavy-Tail Noise Distributions

Takeuchi, Ichiro, Bengio, Yoshua, Kanamori, Takafumi

Journal:

Neural Computation

Year:

2002

Language:

english

File:

PDF, 428 KB

english, 2002

70

GSNs: generative stochastic networks

Alain, Guillaume, Bengio, Yoshua, Yao, Li, Yosinski, Jason, Thibodeau-Laufer, Éric, Zhang, Saizheng, Vincent, Pascal

Journal:

Information and Inference

Year:

2016

Language:

english

File:

PDF, 2.18 MB

english, 2016

71

STDP-Compatible Approximation of Backpropagation in an Energy-Based Model

Bengio, Yoshua, Mesnard, Thomas, Fischer, Asja, Zhang, Saizheng, Wu, Yuhuai

Journal:

Neural Computation

Year:

2017

Language:

english

File:

PDF, 785 KB

english, 2017

72

[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

73

[IEEE 2017 IEEE Conference on Computer Vision and Pattern Recognition (CVPR) - Honolulu, HI (2017.7.21-2017.7.26)] 2017 IEEE Conference on Computer Vision and Pattern Recognition (CVPR) - Plug & Play Generative Networks: Conditional Iterative Generation of Images in Latent Space

Nguyen, Anh, Clune, Jeff, Bengio, Yoshua, Dosovitskiy, Alexey, Yosinski, Jason

Year:

2017

Language:

english

File:

PDF, 3.43 MB

english, 2017

74

Synthesis of nanocrystalline δ-MoN by thermal annealing of amorphous thin films grown on (100) Si by reactive sputtering at room temperature

Haberkorn, N., Bengio, S., Troiani, H., Suárez, S., Pérez, P.D., Sirena, M., Guimpel, J.

Journal:

Thin Solid Films

Year:

2018

Language:

english

File:

PDF, 2.05 MB

english, 2018

75

Effect of thermal annealing and irradiation damage on the superconducting critical temperature of nanocrystalline γ-Mo2N thin films

Haberkorn, N., Bengio, S., Suárez, S., Pérez, P.D., Hofer, J.A., Sirena, M.

Journal:

Materials Letters

Year:

2019

Language:

english

File:

PDF, 1.31 MB

english, 2019

76

[IEEE 2018 IEEE Spoken Language Technology Workshop (SLT) - Athens, Greece (2018.12.18-2018.12.21)] 2018 IEEE Spoken Language Technology Workshop (SLT) - Speaker Recognition from Raw Waveform with SincNet

Ravanelli, Mirco, Bengio, Yoshua

Year:

2018

Language:

english

File:

PDF, 6 KB

english, 2018

77

[ACM Press the 12th ACM Workshop - London, United Kingdom (2019.11.15-2019.11.15)] Proceedings of the 12th ACM Workshop on Artificial Intelligence and Security - AISec'19 - Interpolated Adversarial Training

Lamb, Alex, Verma, Vikas, Kannala, Juho, Bengio, Yoshua

Year:

2019

Language:

english

File:

PDF, 1.12 MB

english, 2019

78

Flow cytometric analysis of an expansion paroxysmal nocturnal hemoglobinuria (PNH) clone in a patient with bone marrow failure

Nora Galassi, Katia Canalejo, Norma Riera, Raquel Bengio, Mónica Aixala

Journal:

American Journal of Hematology

Year:

2001

Language:

english

File:

PDF, 162 KB

english, 2001

79

Partial and total monosomal karyotypes in myelodysplastic syndromes: Comparative prognostic relevance among 421 patients

Carolina B. Belli, Raquel Bengió, Pedro Negri Aranguren, Francisco Sakamoto, María G. Flores, Nora Watman, Elsa Nucifora, María V. Prates, Jorge Arbelbide, Irene Larripa

Journal:

American Journal of Hematology

Year:

2011

Language:

english

File:

PDF, 497 KB

english, 2011

80

Proteinaufreinigung im Prozess: Neue Selektivitäten für die IEX-Chromatographie

D. Sievers, S. Bengio, T. Aberle

Journal:

Chemie Ingenieur Technik

Year:

2009

Language:

german

File:

PDF, 82 KB

german, 2009

81

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

82

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

83

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

84

Alternative time representation in dopamine models

François Rivest, John F. Kalaska, Yoshua Bengio

Journal:

Journal of Computational Neuroscience

Year:

2010

Language:

english

File:

PDF, 443 KB

english, 2010

85

Use of multilayer networks for the recognition of phonetic features and phonemes

Yoshua Bengio, Renato De Mori

Journal:

Computational Intelligence

Year:

1989

Language:

english

File:

PDF, 879 KB

english, 1989

86

Guest Introduction: Special Issue on New Methods for Model Selection and Model Combination

Yoshua Bengio, Dale Schuurmans

Journal:

Machine Learning

Year:

2002

Language:

english

File:

PDF, 26 KB

english, 2002

87

DETONATION CLASSIFICATION FROM ACOUSTIC SIGNATURE WITH THE RESTRICTED BOLTZMANN MACHINE

Yoshua Bengio, Nicolas Chapados, Olivier Delalleau, Hugo Larochelle, Xavier Saint-Mleux, Christian Hudon, Jérôme Louradour

Journal:

Computational Intelligence

Year:

2012

Language:

english

File:

PDF, 1.47 MB

english, 2012

88

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

89

A semantic matching energy function for learning with multi-relational data

Bordes, Antoine, Glorot, Xavier, Weston, Jason, Bengio, Yoshua

Journal:

Machine Learning

Year:

2014

Language:

english

File:

PDF, 1.77 MB

english, 2014

90

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

91

Conditioning and time representation in long short-term memory networks

Rivest, Francois, Kalaska, John F., Bengio, Yoshua

Journal:

Biological Cybernetics

Year:

2014

Language:

english

File:

PDF, 916 KB

english, 2014

92

Boosting Neural Networks

Schwenk, Holger, Bengio, Yoshua

Journal:

Neural Computation

Year:

2000

Language:

english

File:

PDF, 160 KB

english, 2000

93

[IEEE ICASSP 2013 - 2013 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) - Vancouver, BC, Canada (2013.05.26-2013.05.31)] 2013 IEEE International Conference on Acoustics, Speech and Signal Processing - High-dimensional sequence transduction

Boulanger-Lewandowski, Nicolas, Bengio, Yoshua, Vincent, Pascal

Year:

2013

Language:

english

File:

PDF, 970 KB

english, 2013

94

A Hybrid Pareto Mixture for Conditional Asymmetric Fat-Tailed Distributions

J. Carreau, Y. Bengio

Journal:

IEEE Transactions on Neural Networks

Year:

2009

Language:

english

File:

PDF, 1.52 MB

english, 2009

95

[IEEE Comput. Soc DCC '98 Data Compression Conference - Snowbird, UT, USA (30 March-1 April 1998)] Proceedings DCC '98 Data Compression Conference (Cat. No.98TB100225) - A memory-efficient adaptive Huffman coding algorithm for very large sets of symbols

Pigeon, S., Bengio, Y.

Year:

1998

Language:

english

File:

PDF, 88 KB

english, 1998

96

Republic of Fear: The Politics of Modern Iraqby Kanan Makiya

Review by: Ofra Bengio

Journal:

Middle Eastern Studies

Year:

2000

Language:

english

File:

PDF, 131 KB

english, 2000

97

Collaborative Filtering on a Family of Biological Targets

Erhan, Dumitru, L'Heureux, Pierre-Jean, Yue, Shi Yi, Bengio, Yoshua

Journal:

Journal of Chemical Information and Modeling

Year:

2006

Language:

english

File:

PDF, 1016 KB

english, 2006

98

Beyond Skill Rating: Advanced Matchmaking in Ghost Recon Online

Delalleau, Olivier, Contal, Emile, Thibodeau-Laufer, Eric, Ferrari, Raul Chandias, Bengio, Yoshua, Zhang, Frank

Journal:

IEEE Transactions on Computational Intelligence and AI in Games

Year:

2012

Language:

english

File:

PDF, 1.25 MB

english, 2012

99

[IEEE 2013 IEEE Conference on Computational Intelligence and Games (CIG) - Niagara Falls, ON, Canada (2013.08.11-2013.08.13)] 2013 IEEE Conference on Computational Inteligence in Games (CIG) - Stacked calibration of off-policy policy evaluation for video game matchmaking

Laufer, Eric, Ferrari, Raul Chandias, Yao, Li, Delalleau, Olivier, Bengio, Yoshua

Year:

2013

Language:

english

File:

PDF, 387 KB

english, 2013

100

[IEEE IEEE International Conference on Neural Networks - San Francisco, CA, USA (28 March-1 April 1993)] IEEE International Conference on Neural Networks - The problem of learning long-term dependencies in recurrent networks

Bengio, Y., Frasconi, P., Simard, P.

Year:

1993

Language:

english

File:

PDF, 591 KB

english, 1993

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