S. Bengio: search on Z-Library

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1

Deep learning

LeCun, Yann, Bengio, Yoshua, Hinton, Geoffrey

Journal:

Year:

2015

Language:

english

File:

PDF, 1.99 MB

english, 2015

2

Learning Deep Architectures for AI

Journal:

Foundations and Trends® in Machine Learning

Year:

2009

Language:

english

File:

PDF, 1.12 MB

english, 2009

3

Gradient-based learning applied to document recognition

Lecun, Y., Bottou, L., Bengio, Y., Haffner, P.

Journal:

Proceedings of the IEEE

Year:

1998

Language:

english

File:

PDF, 889 KB

english, 1998

4

Representation Learning: A Review and New Perspectives

Bengio, Y., Courville, A., Vincent, P.

Journal:

IEEE Transactions on Pattern Analysis and Machine Intelligence

Year:

2013

Language:

english

File:

PDF, 1.16 MB

english, 2013

5

Machines Who Learn

Journal:

Scientific American

Year:

2016

Language:

english

File:

PDF, 9.22 MB

english, 2016

6

A deep learning framework for neuroscience

Richards, Blake A., Lillicrap, Timothy P., Beaudoin, Philippe, Bengio, Yoshua, Bogacz, Rafal, Christensen, Amelia, Clopath, Claudia, Costa, Rui Ponte, de Berker, Archy, Ganguli, Surya, Gillon, Colleen

Journal:

Nature Neuroscience

Year:

2019

Language:

english

File:

PDF, 1.92 MB

english, 2019

7

Contextualizing the Kurdish national project: the failed Iraqi nation-state thesis

Journal:

British Journal of Middle Eastern Studies

Year:

2018

Language:

english

File:

PDF, 1.04 MB

english, 2018

8

On integrating a language model into neural machine translation

Gulcehre, Caglar, Firat, Orhan, Xu, Kelvin, Cho, Kyunghyun, Bengio, Yoshua

Journal:

Computer Speech & Language

Year:

2017

Language:

english

File:

PDF, 828 KB

english, 2017

9

On the Morality of Artificial Intelligence [Commentary]

Luccioni, Alexandra, Bengio, Yoshua

Journal:

IEEE Technology and Society Magazine

Year:

2020

File:

PDF, 509 KB

2020

10

Learning long-term dependencies with gradient descent is difficult

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

Journal:

IEEE Transactions on Neural Networks

Year:

1994

Language:

english

File:

PDF, 1.15 MB

english, 1994

11

Game Changers: Kurdish Women in Peace and War

Journal:

The Middle East Journal

Year:

2016

Language:

english

File:

PDF, 228 KB

english, 2016

12

LeRec: A NN/HMM Hybrid for On-Line Handwriting Recognition

Bengio, Yoshua, LeCun, Yann, Nohl, Craig, Burges, Chris

Journal:

Neural Computation

Year:

1995

Language:

english

File:

PDF, 844 KB

english, 1995

13

Multi-way, multilingual neural machine translation

Firat, Orhan, Cho, Kyunghyun, Sankaran, Baskaran, Yarman Vural, Fatos T., Bengio, Yoshua

Journal:

Computer Speech & Language

Year:

2016

Language:

english

File:

PDF, 799 KB

english, 2016

14

Machine Learning for Combinatorial Optimization: a Methodological Tour dâHorizon

Bengio, Yoshua, Lodi, Andrea, Prouvost, Antoine

Journal:

European Journal of Operational Research

Year:

2020

File:

PDF, 1.12 MB

2020

15

[IEEE ICASSP 2019 - 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) - Brighton, United Kingdom (2019.5.12-2019.5.17)] ICASSP 2019 - 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) - The Pytorch-kaldi Speech Recognition Toolkit

Ravanelli, Mirco, Parcollet, Titouan, Bengio, Yoshua

Year:

2019

Language:

english

File:

PDF, 557 KB

english, 2019

16

Model Selection for Small Sample Regression

Olivier Chapelle, Vladimir Vapnik, Yoshua Bengio

Journal:

Machine Learning

Year:

2002

Language:

english

File:

PDF, 521 KB

english, 2002

17

Scaling Up Spike-and-Slab Models for Unsupervised Feature Learning

Goodfellow, Ian J., Courville, Aaron, Bengio, Yoshua

Journal:

IEEE Transactions on Pattern Analysis and Machine Intelligence

Year:

2013

Language:

english

File:

PDF, 1.32 MB

english, 2013

18

The need for privacy with public digital contact tracing during the COVID-19 pandemic

Bengio, Yoshua, Janda, Richard, Yu, Yun William, Ippolito, Daphne, Jarvie, Max, Pilat, Dan, Struck, Brooke, Krastev, Sekoul, Sharma, Abhinav

Journal:

The Lancet Digital Health

Year:

2020

File:

PDF, 52 KB

2020

19

Learning deep physiological models of affect

Martinez, Hector P., Bengio, Yoshua, Yannakakis, Georgios N.

Journal:

IEEE Computational Intelligence Magazine

Year:

2013

Language:

english

File:

PDF, 1.83 MB

english, 2013

20

Online and offline handwritten Chinese character recognition: A comprehensive study and new benchmark

Zhang, Xu-Yao, Bengio, Yoshua, Liu, Cheng-Lin

Journal:

Pattern Recognition

Year:

2017

Language:

english

File:

PDF, 1.46 MB

english, 2017

21

Establishing an evaluation metric to quantify climate change image realism

Zhou, Sharon, Luccioni, Alexandra, Cosne, Gautier, Bernstein, Michael S., Bengio, Yoshua

Journal:

Machine Learning: Science and Technology

Year:

2020

File:

PDF, 2.99 MB

2020

22

Brain Tumor Segmentation with Deep Neural Networks

Havaei, Mohammad, Davy, Axel, Warde-Farley, David, Biard, Antoine, Courville, Aaron, Bengio, Yoshua, Pal, Chris, Jodoin, Pierre-Marc, Larochelle, Hugo

Journal:

Medical Image Analysis

Year:

2016

Language:

english

File:

PDF, 4.13 MB

english, 2016

23

Dynamic Neural Turing Machine with Continuous and Discrete Addressing Schemes

Gulcehre, Caglar, Chandar, Sarath, Cho, Kyunghyun, Bengio, Yoshua

Journal:

Neural Computation

Year:

2018

Language:

english

File:

PDF, 761 KB

english, 2018

24

[IEEE 2017 IEEE Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) - Honolulu, HI, USA (2017.7.21-2017.7.26)] 2017 IEEE Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) - The One Hundred Layers Tiramisu: Fully Convolutional DenseNets for Semantic Segmentation

Jegou, Simon, Drozdzal, Michal, Vazquez, David, Romero, Adriana, Bengio, Yoshua

Year:

2017

Language:

english

File:

PDF, 533 KB

english, 2017

25

The representational geometry of word meanings acquired by neural machine translation models

Hill, Felix, Cho, Kyunghyun, Jean, Sébastien, Bengio, Yoshua

Journal:

Machine Translation

Year:

2017

Language:

english

File:

PDF, 748 KB

english, 2017

26

[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

27

Drawing and Recognizing Chinese Characters with Recurrent Neural Network

Zhang, Xu-Yao, Yin, Fei, Zhang, Yan-Ming, Liu, Cheng-Lin, Bengio, Yoshua

Journal:

IEEE Transactions on Pattern Analysis and Machine Intelligence

Year:

2017

Language:

english

File:

PDF, 824 KB

english, 2017

28

Context-dependent word representation for neural machine translation

Choi, Heeyoul, Cho, Kyunghyun, Bengio, Yoshua

Journal:

Computer Speech & Language

Year:

2017

Language:

english

File:

PDF, 485 KB

english, 2017

29

Inherent privacy limitations of decentralized contact tracing apps

Bengio, Yoshua, Ippolito, Daphne, Janda, Richard, Jarvie, Max, Prud'homme, Benjamin, Rousseau, Jean-FranÃ§ois, Sharma, Abhinav, Yu, Yun William

Journal:

Journal of the American Medical Informatics Association

Year:

2020

File:

PDF, 114 KB

2020

30

How Does Saddam Hold on?

Journal:

Foreign Affairs

Year:

2000

Language:

english

File:

PDF, 1.80 MB

english, 2000

31

Learning Eigenfunctions Links Spectral Embedding and Kernel PCA

Bengio, Yoshua, Delalleau, Olivier, Roux, Nicolas Le, Paiement, Jean-François, Vincent, Pascal, Ouimet, Marie

Journal:

Neural Computation

Year:

2004

Language:

english

File:

PDF, 149 KB

english, 2004

32

[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) - Monaural Singing Voice Separation with Skip-Filtering Connections and Recurrent Inference of Time-Frequency Mask

Mimilakis, Stylianos Ioannis, Drossos, Konstantinos, Santos, Joao F., Schuller, Gerald, Virtanen, Tuomas, Bengio, Yoshua

Year:

2018

Language:

english

File:

PDF, 345 KB

english, 2018

33

[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

34

Deep convolutional networks for quality assessment of protein folds

Derevyanko, Georgy, Grudinin, Sergei, Bengio, Yoshua, Lamoureux, Guillaume, Valencia, Alfonso

Journal:

Year:

2018

Language:

english

File:

PDF, 38.86 MB

english, 2018

35

Cost functions and model combination for VaR-based asset allocation using neural networks

Chapados, N., Bengio, Y.

Journal:

IEEE Transactions on Neural Networks

Year:

2001

Language:

english

File:

PDF, 433 KB

english, 2001

36

[IEEE ICASSP 2019 - 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) - Brighton, United Kingdom (2019.5.12-2019.5.17)] ICASSP 2019 - 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) - How Transferable Are Features in Convolutional Neural Network Acoustic Models across Languages?

Thompson, Jessica A.F., Schonwiesner, Marc, Bengio, Yoshua, Willett, Daniel

Year:

2019

Language:

english

File:

PDF, 604 KB

english, 2019

37

Toward Training Recurrent Neural Networks for Lifelong Learning

Sodhani, Shagun, Chandar, Sarath, Bengio, Yoshua

Journal:

Neural Computation

Year:

2019

Language:

english

File:

PDF, 2.22 MB

english, 2019

38

Describing Multimedia Content Using Attention-Based Encoder-Decoder Networks

Cho, Kyunghyun, Courville, Aaron, Bengio, Yoshua

Journal:

IEEE Transactions on Multimedia

Year:

2015

Language:

english

File:

PDF, 1.28 MB

english, 2015

39

Depth with nonlinearity creates no bad local minima in ResNets

Kawaguchi, Kenji, Bengio, Yoshua

Journal:

Neural Networks

Year:

2019

Language:

english

File:

PDF, 416 KB

english, 2019

40

[IEEE 2017 International Joint Conference on Neural Networks (IJCNN) - Anchorage, AK, USA (2017.5.14-2017.5.19)] 2017 International Joint Conference on Neural Networks (IJCNN) - A robust adaptive stochastic gradient method for deep learning

Gulcehre, Caglar, Sotelo, Jose, Moczulski, Marcin, Bengio, Yoshua

Year:

2017

Language:

english

File:

PDF, 480 KB

english, 2017

41

Input-output HMMs for sequence processing

Bengio, Y., Frasconi, P.

Journal:

IEEE Transactions on Neural Networks

Year:

1996

Language:

english

File:

PDF, 2.19 MB

english, 1996

42

Bias learning, knowledge sharing

J. Ghosn, Yoshua Bengio

Year:

2003

Language:

english

File:

PDF, 991 KB

english, 2003

43

Phonetically-based multi-layered neural networks for vowel classification

Piero Cosi, Yoshua Bengio, Renato De Mori

Journal:

Speech Communication

Year:

1990

Language:

english

File:

PDF, 1.05 MB

english, 1990

44

[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

45

A hybrid Pareto model for asymmetric fat-tailed data: the univariate case

Julie Carreau, Yoshua Bengio

Journal:

Year:

2009

Language:

english

File:

PDF, 451 KB

english, 2009

46

The Iraqi Kurds: The struggle for autonomy in the shadow of the Iran‐Iraqi conflict

Journal:

Immigrants & Minorities

Year:

1990

Language:

english

File:

PDF, 1.29 MB

english, 1990

47

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

48

[ACM Press the 25th international conference - Helsinki, Finland (2008.07.05-2008.07.09)] Proceedings of the 25th international conference on Machine learning - ICML '08 - Extracting and composing robust features with denoising autoencoders

Vincent, Pascal, Larochelle, Hugo, Bengio, Yoshua, Manzagol, Pierre-Antoine

Year:

2008

Language:

english

File:

PDF, 558 KB

english, 2008

49

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

50

Equilibrium Propagation: Bridging the Gap between Energy-Based Models and Backpropagation

Scellier, Benjamin, Bengio, Yoshua

Journal:

Frontiers in Computational Neuroscience

Year:

2017

Language:

english

File:

PDF, 1.12 MB

english, 2017

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