BibBase hinton, g

generated by

Group by
- Year
- Author
- Type
- Keyword
- Downloads

2013 (11)

Discovering Multiple Constraints that are Frequently Approximately Satisfied. Hinton, G. E.; and Teh, Y. W. CoRR, abs/1301.2278. 2013.

link

psgz

Discovering Multiple Constraints that are Frequently Approximately Satisfied [pdf]

pdf link bibtex 3 downloads

@Article{	  dblp1409218,
  title		= {Discovering Multiple Constraints that are Frequently
		  Approximately Satisfied},
  author	= {Geoffrey E. Hinton and Yee Whye Teh},
  author_short	= {Hinton, G. E. and Whye Teh, Y.},
  bibtype	= {article},
  type		= {article},
  year		= {2013},
  key		= {dblp1409218},
  id		= {dblp1409218},
  biburl	= {http://www.dblp.org/rec/bibtex/journals/corr/abs-1301-2278}
		  ,
  url_link	= {http://arxiv.org/abs/1301.2278},
  journal	= {CoRR},
  volume	= {abs/1301.2278},
  text		= {CoRR abs/1301.2278 (2013)},
  url_psgz	= {absps/uai2001.ps.gz},
  url_pdf	= {absps/uai2001.pdf}
}

Modeling Documents with Deep Boltzmann Machines. Srivastava, N.; Salakhutdinov, R.; and Hinton, G. E. CoRR, abs/1309.6865. 2013.

link

Modeling Documents with Deep Boltzmann Machines [pdf]

pdf link bibtex 9 downloads

@Article{	  dblp1413085,
  title		= {Modeling Documents with Deep Boltzmann Machines},
  author	= {Nitish Srivastava and Ruslan Salakhutdinov and Geoffrey E.
		  Hinton},
  author_short	= {Srivastava, N. and Salakhutdinov, R. and Hinton, G. E.},
  bibtype	= {article},
  type		= {article},
  year		= {2013},
  key		= {dblp1413085},
  id		= {dblp1413085},
  biburl	= {http://www.dblp.org/rec/bibtex/journals/corr/SrivastavaSH13}
		  ,
  url_link	= {http://arxiv.org/abs/1309.6865},
  journal	= {CoRR},
  volume	= {abs/1309.6865},
  text		= {CoRR abs/1309.6865 (2013)},
  url_pdf	= {absps/.pdf}
}

Speech Recognition with Deep Recurrent Neural Networks. Graves, A.; Mohamed, A.; and Hinton, G. E. CoRR, abs/1303.5778. 2013.

link

Speech Recognition with Deep Recurrent Neural Networks [pdf]

pdf link bibtex 27 downloads

@Article{	  dblp1417061,
  title		= {Speech Recognition with Deep Recurrent Neural Networks},
  author	= {Alex Graves and Abdel-rahman Mohamed and Geoffrey E.
		  Hinton},
  author_short	= {Graves, A. and Mohamed, A. and Hinton, G. E.},
  bibtype	= {article},
  type		= {article},
  year		= {2013},
  key		= {dblp1417061},
  id		= {dblp1417061},
  biburl	= {http://www.dblp.org/rec/bibtex/journals/corr/abs-1303-5778}
		  ,
  url_link	= {http://arxiv.org/abs/1303.5778},
  journal	= {CoRR},
  volume	= {abs/1303.5778},
  text		= {CoRR abs/1303.5778 (2013)},
  url_pdf	= {absps/RNN13.pdf}
}

On rectified linear units for speech processing. Zeiler, M. D.; Ranzato, M.; Monga, R.; Mao, M. Z.; Yang, K.; Le, Q. V.; Nguyen, P.; Senior, A. W.; Vanhoucke, V.; Dean, J.; and Hinton, G. E. In Proceedings of International Conference on Acoustics, Speech, and Signal Processing (ICASSP), pages 3517-3521, 2013.

link

On rectified linear units for speech processing [pdf]

pdf link bibtex

@InProceedings{	  dblp1455365,
  title		= {On rectified linear units for speech processing},
  author	= {Matthew D. Zeiler and Marc&apos;Aurelio Ranzato and Rajat
		  Monga and Mark Z. Mao and K. Yang and Quoc Viet Le and
		  Patrick Nguyen and Andrew W. Senior and Vincent Vanhoucke
		  and Jeffrey Dean and Geoffrey E. Hinton},
  author_short	= {Zeiler, M. D. and Ranzato, M. and Monga, R. and Mao, M. Z.
		  and Yang, K. and Viet Le, Q. and Nguyen, P. and Senior, A.
		  W. and Vanhoucke, V. and Dean, J. and Hinton, G. E.},
  bibtype	= {inproceedings},
  type		= {inproceedings},
  year		= {2013},
  key		= {dblp1455365},
  id		= {dblp1455365},
  biburl	= {http://www.dblp.org/rec/bibtex/conf/icassp/ZeilerRMMYLNSVDH13}
		  ,
  url_link	= {http://dx.doi.org/10.1109/ICASSP.2013.6638312},
  conference	= {ICASSP},
  pages		= {3517-3521},
  text		= {ICASSP 2013:3517-3521},
  booktitle	= {Proceedings of International Conference on Acoustics,
		  Speech, and Signal Processing (ICASSP)},
  url_pdf	= {absps/googlerectified.pdf}
}

Speech recognition with deep recurrent neural networks. Graves, A.; Mohamed, A.; and Hinton, G. E. In Proceedings of International Conference on Acoustics, Speech, and Signal Processing (ICASSP), pages 6645-6649, 2013.

link

pdf link bibtex 27 downloads

@InProceedings{	  dblp1455999,
  title		= {Speech recognition with deep recurrent neural networks},
  author	= {Alex Graves and Abdel-rahman Mohamed and Geoffrey E.
		  Hinton},
  author_short	= {Graves, A. and Mohamed, A. and Hinton, G. E.},
  bibtype	= {inproceedings},
  type		= {inproceedings},
  year		= {2013},
  key		= {dblp1455999},
  id		= {dblp1455999},
  biburl	= {http://www.dblp.org/rec/bibtex/conf/icassp/GravesMH13},
  url_link	= {http://dx.doi.org/10.1109/ICASSP.2013.6638947},
  conference	= {ICASSP},
  pages		= {6645-6649},
  text		= {ICASSP 2013:6645-6649},
  booktitle	= {Proceedings of International Conference on Acoustics,
		  Speech, and Signal Processing (ICASSP)},
  url_pdf	= {absps/RNN13.pdf}
}

New types of deep neural network learning for speech recognition and related applications: an overview. Deng, L.; Hinton, G. E.; and Kingsbury, B. In Proceedings of International Conference on Acoustics, Speech, and Signal Processing (ICASSP), pages 8599-8603, 2013.

link

New types of deep neural network learning for speech recognition and related applications: an overview [pdf]

pdf link bibtex 5 downloads

@InProceedings{	  dblp1456396,
  title		= {New types of deep neural network learning for speech
		  recognition and related applications: an overview},
  author	= {Li Deng and Geoffrey E. Hinton and Brian Kingsbury},
  author_short	= {Deng, L. and Hinton, G. E. and Kingsbury, B.},
  bibtype	= {inproceedings},
  type		= {inproceedings},
  year		= {2013},
  key		= {dblp1456396},
  id		= {dblp1456396},
  biburl	= {http://www.dblp.org/rec/bibtex/conf/icassp/DengHK13},
  url_link	= {http://dx.doi.org/10.1109/ICASSP.2013.6639344},
  conference	= {ICASSP},
  pages		= {8599-8603},
  text		= {ICASSP 2013:8599-8603},
  booktitle	= {Proceedings of International Conference on Acoustics,
		  Speech, and Signal Processing (ICASSP)},
  url_pdf	= {absps/overview13.pdf}
}

Improving deep neural networks for LVCSR using rectified linear units and dropout. Dahl, G. E.; Sainath, T. N.; and Hinton, G. E. In Proceedings of International Conference on Acoustics, Speech, and Signal Processing (ICASSP), pages 8609-8613, 2013.

link

Improving deep neural networks for LVCSR using rectified linear units and dropout [pdf]

pdf link bibtex 4 downloads

@InProceedings{	  dblp1456398,
  title		= {Improving deep neural networks for LVCSR using rectified
		  linear units and dropout},
  author	= {George E. Dahl and Tara N. Sainath and Geoffrey E.
		  Hinton},
  author_short	= {Dahl, G. E. and Sainath, T. N. and Hinton, G. E.},
  bibtype	= {inproceedings},
  type		= {inproceedings},
  year		= {2013},
  key		= {dblp1456398},
  id		= {dblp1456398},
  biburl	= {http://www.dblp.org/rec/bibtex/conf/icassp/DahlSH13},
  url_link	= {http://dx.doi.org/10.1109/ICASSP.2013.6639346},
  conference	= {ICASSP},
  pages		= {8609-8613},
  text		= {ICASSP 2013:8609-8613},
  booktitle	= {Proceedings of International Conference on Acoustics,
		  Speech, and Signal Processing (ICASSP)},
  url_pdf	= {absps/georgerectified.pdf}
}

Tensor Analyzers. Tang, Y.; Salakhutdinov, R.; and Hinton, G. E. In Proceedings of International Conference on Machine Learning (ICML), pages 163-171, 2013.

link

pdf link bibtex 4 downloads

@InProceedings{	  dblp1462679,
  title		= {Tensor Analyzers},
  author	= {Yichuan Tang and Ruslan Salakhutdinov and Geoffrey E.
		  Hinton},
  author_short	= {Tang, Y. and Salakhutdinov, R. and Hinton, G. E.},
  bibtype	= {inproceedings},
  type		= {inproceedings},
  year		= {2013},
  key		= {dblp1462679},
  id		= {dblp1462679},
  biburl	= {http://www.dblp.org/rec/bibtex/conf/icml/TangSH13},
  url_link	= {http://jmlr.org/proceedings/papers/v28/tang13.html},
  conference	= {ICML},
  pages		= {163-171},
  text		= {ICML 2013:163-171},
  booktitle	= {Proceedings of International Conference on Machine
		  Learning (ICML)},
  url_pdf	= {absps/ta.pdf}
}

On the importance of initialization and momentum in deep learning. Sutskever, I.; Martens, J.; Dahl, G. E.; and Hinton, G. E. In Proceedings of International Conference on Machine Learning (ICML), pages 1139-1147, 2013.

link

On the importance of initialization and momentum in deep learning [pdf]

pdf link bibtex 2 downloads

@InProceedings{	  dblp1462788,
  title		= {On the importance of initialization and momentum in deep
		  learning},
  author	= {Ilya Sutskever and James Martens and George E. Dahl and
		  Geoffrey E. Hinton},
  author_short	= {Sutskever, I. and Martens, J. and Dahl, G. E. and Hinton,
		  G. E.},
  bibtype	= {inproceedings},
  type		= {inproceedings},
  year		= {2013},
  key		= {dblp1462788},
  id		= {dblp1462788},
  biburl	= {http://www.dblp.org/rec/bibtex/conf/icml/SutskeverMDH13},
  url_link	= {http://jmlr.org/proceedings/papers/v28/sutskever13.html},
  conference	= {ICML},
  pages		= {1139-1147},
  text		= {ICML 2013:1139-1147},
  booktitle	= {Proceedings of International Conference on Machine
		  Learning (ICML)},
  url_pdf	= {absps/momentum.pdf}
}

Modeling Natural Images Using Gated MRFs. Ranzato, M.; Mnih, V.; Susskind, J. M.; and Hinton, G. E. IEEE Trans. Pattern Anal. Mach. Intell. (PAMI), 35(9): 2206-2222. 2013.

link

Modeling Natural Images Using Gated MRFs [pdf]

pdf link bibtex 4 downloads

@Article{	  dblp1476436,
  title		= {Modeling Natural Images Using Gated MRFs},
  author	= {Marc&apos;Aurelio Ranzato and Volodymyr Mnih and Joshua M.
		  Susskind and Geoffrey E. Hinton},
  author_short	= {Ranzato, M. and Mnih, V. and Susskind, J. M. and Hinton,
		  G. E.},
  bibtype	= {article},
  type		= {article},
  year		= {2013},
  key		= {dblp1476436},
  id		= {dblp1476436},
  biburl	= {http://www.dblp.org/rec/bibtex/journals/pami/RanzatoMSH13}
		  ,
  url_link	= {http://doi.ieeecomputersociety.org/10.1109/TPAMI.2013.29},
  journal	= {IEEE Trans. Pattern Anal. Mach. Intell. (PAMI)},
  pages		= {2206-2222},
  number	= {9},
  volume	= {35},
  text		= {IEEE Trans. Pattern Anal. Mach. Intell. (PAMI)
		  35(9):2206-2222 (2013)},
  url_pdf	= {absps/.pdf}
}

Using an autoencoder with deformable templates to discover features for automated speech recognition. Jaitly, N.; and Hinton, G. E. In Proceedings of Conference of the International Speech Communication Association (INTERSPEECH), pages 1737-1740, 2013.

Using an autoencoder with deformable templates to discover features for automated speech recognition [link]

link link bibtex

@InProceedings{	  dblp1489386,
  title		= {Using an autoencoder with deformable templates to discover
		  features for automated speech recognition},
  author	= {Navdeep Jaitly and Geoffrey E. Hinton},
  author_short	= {Jaitly, N. and Hinton, G. E.},
  bibtype	= {inproceedings},
  type		= {inproceedings},
  year		= {2013},
  key		= {dblp1489386},
  id		= {dblp1489386},
  biburl	= {http://www.dblp.org/rec/bibtex/conf/interspeech/JaitlyH13}
		  ,
  url_link	= {http://www.isca-speech.org/archive/interspeech_2013/i13_1737.html}
		  ,
  conference	= {INTERSPEECH},
  pages		= {1737-1740},
  text		= {INTERSPEECH 2013:1737-1740},
  booktitle	= {Proceedings of Conference of the International Speech
		  Communication Association (INTERSPEECH)}
}

2012 (18)

Robust Boltzmann Machines for recognition and denoising. Tang, Y.; Salakhutdinov, R.; and Hinton, G. E. In Proceedings of Computer Vision and Pattern Recognition (CVPR), pages 2264-2271, 2012.

link

Robust Boltzmann Machines for recognition and denoising [pdf]

pdf link bibtex 4 downloads

@InProceedings{	  dblp1593279,
  title		= {Robust Boltzmann Machines for recognition and denoising},
  author	= {Yichuan Tang and Ruslan Salakhutdinov and Geoffrey E.
		  Hinton},
  author_short	= {Tang, Y. and Salakhutdinov, R. and Hinton, G. E.},
  bibtype	= {inproceedings},
  type		= {inproceedings},
  year		= {2012},
  key		= {dblp1593279},
  id		= {dblp1593279},
  biburl	= {http://www.dblp.org/rec/bibtex/conf/cvpr/TangSH12},
  url_link	= {http://doi.ieeecomputersociety.org/10.1109/CVPR.2012.6247936}
		  ,
  conference	= {CVPR},
  pages		= {2264-2271},
  text		= {CVPR 2012:2264-2271},
  booktitle	= {Proceedings of Computer Vision and Pattern Recognition
		  (CVPR)},
  url_pdf	= {absps/robm.pdf}
}

Conditional Restricted Boltzmann Machines for Structured Output Prediction. Mnih, V.; Larochelle, H.; and Hinton, G. E. CoRR, abs/1202.3748. 2012.

link

Conditional Restricted Boltzmann Machines for Structured Output Prediction [pdf]

pdf link bibtex

@Article{	  dblp1597062,
  title		= {Conditional Restricted Boltzmann Machines for Structured
		  Output Prediction},
  author	= {Volodymyr Mnih and Hugo Larochelle and Geoffrey E.
		  Hinton},
  author_short	= {Mnih, V. and Larochelle, H. and Hinton, G. E.},
  bibtype	= {article},
  type		= {article},
  year		= {2012},
  key		= {dblp1597062},
  id		= {dblp1597062},
  biburl	= {http://www.dblp.org/rec/bibtex/journals/corr/abs-1202-3748}
		  ,
  url_link	= {http://arxiv.org/abs/1202.3748},
  journal	= {CoRR},
  volume	= {abs/1202.3748},
  text		= {CoRR abs/1202.3748 (2012)},
  url_pdf	= {absps/uai_crbms.pdf}
}

Deep Mixtures of Factor Analysers. Tang, Y.; Salakhutdinov, R.; and Hinton, G. E. CoRR, abs/1206.4635. 2012.

link

pdf link bibtex 1 download

@Article{	  dblp1597526,
  title		= {Deep Mixtures of Factor Analysers},
  author	= {Yichuan Tang and Ruslan Salakhutdinov and Geoffrey E.
		  Hinton},
  author_short	= {Tang, Y. and Salakhutdinov, R. and Hinton, G. E.},
  bibtype	= {article},
  type		= {article},
  year		= {2012},
  key		= {dblp1597526},
  id		= {dblp1597526},
  biburl	= {http://www.dblp.org/rec/bibtex/journals/corr/abs-1206-4635}
		  ,
  url_link	= {http://arxiv.org/abs/1206.4635},
  journal	= {CoRR},
  volume	= {abs/1206.4635},
  text		= {CoRR abs/1206.4635 (2012)},
  url_pdf	= {absps/deep_mfa.pdf}
}

Efficient Parametric Projection Pursuit Density Estimation. Welling, M.; Zemel, R. S.; and Hinton, G. E. CoRR, abs/1212.2513. 2012.

link

psgz link bibtex

@Article{	  dblp1598185,
  title		= {Efficient Parametric Projection Pursuit Density
		  Estimation},
  author	= {Max Welling and Richard S. Zemel and Geoffrey E. Hinton},
  author_short	= {Welling, M. and Zemel, R. S. and Hinton, G. E.},
  bibtype	= {article},
  type		= {article},
  year		= {2012},
  key		= {dblp1598185},
  id		= {dblp1598185},
  biburl	= {http://www.dblp.org/rec/bibtex/journals/corr/abs-1212-2513}
		  ,
  url_link	= {http://arxiv.org/abs/1212.2513},
  journal	= {CoRR},
  volume	= {abs/1212.2513},
  text		= {CoRR abs/1212.2513 (2012)},
  url_psgz	= {absps/ppp.ps.gz}
}

Improving neural networks by preventing co-adaptation of feature detectors. Hinton, G. E.; Srivastava, N.; Krizhevsky, A.; Sutskever, I.; and Salakhutdinov, R. CoRR, abs/1207.0580. 2012.

link

Improving neural networks by preventing co-adaptation of feature detectors [pdf]

pdf link bibtex 5 downloads

@Article{	  dblp1599736,
  title		= {Improving neural networks by preventing co-adaptation of
		  feature detectors},
  author	= {Geoffrey E. Hinton and Nitish Srivastava and Alex
		  Krizhevsky and Ilya Sutskever and Ruslan Salakhutdinov},
  author_short	= {Hinton, G. E. and Srivastava, N. and Krizhevsky, A. and
		  Sutskever, I. and Salakhutdinov, R.},
  bibtype	= {article},
  type		= {article},
  year		= {2012},
  key		= {dblp1599736},
  id		= {dblp1599736},
  biburl	= {http://www.dblp.org/rec/bibtex/journals/corr/abs-1207-0580}
		  ,
  url_link	= {http://arxiv.org/abs/1207.0580},
  journal	= {CoRR},
  volume	= {abs/1207.0580},
  text		= {CoRR abs/1207.0580 (2012)},
  url_pdf	= {absps/dropout.pdf}
}

Products of Hidden Markov Models: It Takes N>1 to Tango. Taylor, G. W.; and Hinton, G. E. CoRR, abs/1205.2614. 2012.

link

Products of Hidden Markov Models: It Takes N&gt;1 to Tango [pdf]

pdf link bibtex 1 download

@Article{	  dblp1602793,
  title		= {Products of Hidden Markov Models: It Takes N&amp;gt;1 to
		  Tango},
  author	= {Graham W. Taylor and Geoffrey E. Hinton},
  author_short	= {Taylor, G. W. and Hinton, G. E.},
  bibtype	= {article},
  type		= {article},
  year		= {2012},
  key		= {dblp1602793},
  id		= {dblp1602793},
  biburl	= {http://www.dblp.org/rec/bibtex/journals/corr/abs-1205-2614}
		  ,
  url_link	= {http://arxiv.org/abs/1205.2614},
  journal	= {CoRR},
  volume	= {abs/1205.2614},
  text		= {CoRR abs/1205.2614 (2012)},
  url_pdf	= {absps/pohmm_uai.pdf}
}

Understanding how Deep Belief Networks perform acoustic modelling. Mohamed, A.; Hinton, G. E.; and Penn, G. In Proceedings of International Conference on Acoustics, Speech, and Signal Processing (ICASSP), pages 4273-4276, 2012.

link

Understanding how Deep Belief Networks perform acoustic modelling [pdf]

pdf link bibtex 3 downloads

@InProceedings{	  dblp1644893,
  title		= {Understanding how Deep Belief Networks perform acoustic
		  modelling},
  author	= {Abdel-rahman Mohamed and Geoffrey E. Hinton and Gerald
		  Penn},
  author_short	= {Mohamed, A. and Hinton, G. E. and Penn, G.},
  bibtype	= {inproceedings},
  type		= {inproceedings},
  year		= {2012},
  key		= {dblp1644893},
  id		= {dblp1644893},
  biburl	= {http://www.dblp.org/rec/bibtex/conf/icassp/MohamedHP12},
  url_link	= {http://dx.doi.org/10.1109/ICASSP.2012.6288863},
  conference	= {ICASSP},
  pages		= {4273-4276},
  text		= {ICASSP 2012:4273-4276},
  booktitle	= {Proceedings of International Conference on Acoustics,
		  Speech, and Signal Processing (ICASSP)},
  url_pdf	= {absps/icassp12_dbn.pdf}
}

Deep Lambertian Networks. Tang, Y.; Salakhutdinov, R.; and Hinton, G. E. In Proceedings of International Conference on Machine Learning (ICML), 2012.

link

pdf link bibtex 1 download

@InProceedings{	  dblp1654283,
  title		= {Deep Lambertian Networks},
  author	= {Yichuan Tang and Ruslan Salakhutdinov and Geoffrey E.
		  Hinton},
  author_short	= {Tang, Y. and Salakhutdinov, R. and Hinton, G. E.},
  bibtype	= {inproceedings},
  type		= {inproceedings},
  year		= {2012},
  key		= {dblp1654283},
  id		= {dblp1654283},
  biburl	= {http://www.dblp.org/rec/bibtex/conf/icml/TangSH12a},
  url_link	= {http://icml.cc/discuss/2012/791.html},
  conference	= {ICML},
  text		= {ICML 2012},
  booktitle	= {Proceedings of International Conference on Machine
		  Learning (ICML)},
  url_pdf	= {absps/dln.pdf}
}

Deep Mixtures of Factor Analysers. Tang, Y.; Salakhutdinov, R.; and Hinton, G. E. In Proceedings of International Conference on Machine Learning (ICML), 2012.

link

pdf link bibtex 1 download

@InProceedings{	  dblp1654284,
  title		= {Deep Mixtures of Factor Analysers},
  author	= {Yichuan Tang and Ruslan Salakhutdinov and Geoffrey E.
		  Hinton},
  author_short	= {Tang, Y. and Salakhutdinov, R. and Hinton, G. E.},
  bibtype	= {inproceedings},
  type		= {inproceedings},
  year		= {2012},
  key		= {dblp1654284},
  id		= {dblp1654284},
  biburl	= {http://www.dblp.org/rec/bibtex/conf/icml/TangSH12},
  url_link	= {http://icml.cc/discuss/2012/284.html},
  conference	= {ICML},
  text		= {ICML 2012},
  booktitle	= {Proceedings of International Conference on Machine
		  Learning (ICML)},
  url_pdf	= {absps/deep_mfa.pdf}
}

Learning to Label Aerial Images from Noisy Data. Mnih, V.; and Hinton, G. E. In Proceedings of International Conference on Machine Learning (ICML), 2012.

link

Learning to Label Aerial Images from Noisy Data [pdf]

pdf link bibtex

@InProceedings{	  dblp1654356,
  title		= {Learning to Label Aerial Images from Noisy Data},
  author	= {Volodymyr Mnih and Geoffrey E. Hinton},
  author_short	= {Mnih, V. and Hinton, G. E.},
  bibtype	= {inproceedings},
  type		= {inproceedings},
  year		= {2012},
  key		= {dblp1654356},
  id		= {dblp1654356},
  biburl	= {http://www.dblp.org/rec/bibtex/conf/icml/MnihH12},
  url_link	= {http://icml.cc/discuss/2012/318.html},
  conference	= {ICML},
  text		= {ICML 2012},
  booktitle	= {Proceedings of International Conference on Machine
		  Learning (ICML)},
  url_pdf	= {absps/noisy_maps.pdf}
}

Introduction to the Special Section on Deep Learning for Speech and Language Processing. Yu, D.; Hinton, G. E.; Morgan, N.; Chien, J.; and Sagayama, S. IEEE Transactions on Audio, Speech & Language Processing (TASLP), 20(1): 4-6. 2012.

Introduction to the Special Section on Deep Learning for Speech and Language Processing [link]

link link bibtex 3 downloads

@Article{	  dblp1671401,
  title		= {Introduction to the Special Section on Deep Learning for
		  Speech and Language Processing},
  author	= {Dong Yu and Geoffrey E. Hinton and Nelson Morgan and
		  Jen-Tzung Chien and Shigeki Sagayama},
  author_short	= {Yu, D. and Hinton, G. E. and Morgan, N. and Chien, J. and
		  Sagayama, S.},
  bibtype	= {article},
  type		= {article},
  year		= {2012},
  key		= {dblp1671401},
  id		= {dblp1671401},
  biburl	= {http://www.dblp.org/rec/bibtex/journals/taslp/YuHMCS12},
  url_link	= {http://dx.doi.org/10.1109/TASL.2011.2173371},
  journal	= {IEEE Transactions on Audio, Speech &amp; Language
		  Processing (TASLP)},
  pages		= {4-6},
  number	= {1},
  volume	= {20},
  text		= {IEEE Transactions on Audio, Speech &amp; Language
		  Processing (TASLP) 20(1):4-6 (2012)}
}

Acoustic Modeling Using Deep Belief Networks. Mohamed, A.; Dahl, G. E.; and Hinton, G. E. IEEE Transactions on Audio, Speech & Language Processing (TASLP), 20(1): 14-22. 2012.

link

Acoustic Modeling Using Deep Belief Networks [pdf]

pdf link bibtex 2 downloads

@Article{	  dblp1671403,
  title		= {Acoustic Modeling Using Deep Belief Networks},
  author	= {Abdel-rahman Mohamed and George E. Dahl and Geoffrey E.
		  Hinton},
  author_short	= {Mohamed, A. and Dahl, G. E. and Hinton, G. E.},
  bibtype	= {article},
  type		= {article},
  year		= {2012},
  key		= {dblp1671403},
  id		= {dblp1671403},
  biburl	= {http://www.dblp.org/rec/bibtex/journals/taslp/MohamedDH12}
		  ,
  url_link	= {http://dx.doi.org/10.1109/TASL.2011.2109382},
  journal	= {IEEE Transactions on Audio, Speech &amp; Language
		  Processing (TASLP)},
  pages		= {14-22},
  number	= {1},
  volume	= {20},
  text		= {IEEE Transactions on Audio, Speech &amp; Language
		  Processing (TASLP) 20(1):14-22 (2012)},
  url_pdf	= {absps/speechDBN_jrnl.pdf}
}

Visualizing non-metric similarities in multiple maps. van der Maaten, L.; and Hinton, G. E. Machine Learning (ML), 87(1): 33-55. 2012.

link

Visualizing non-metric similarities in multiple maps [pdf]

pdf link bibtex

@Article{	  dblp1723315,
  title		= {Visualizing non-metric similarities in multiple maps},
  author	= {Laurens van der Maaten and Geoffrey E. Hinton},
  author_short	= {van der Maaten, L. and Hinton, G. E.},
  bibtype	= {article},
  type		= {article},
  year		= {2012},
  key		= {dblp1723315},
  id		= {dblp1723315},
  biburl	= {http://www.dblp.org/rec/bibtex/journals/ml/MaatenH12},
  url_link	= {http://dx.doi.org/10.1007/s10994-011-5273-4},
  journal	= {Machine Learning (ML)},
  pages		= {33-55},
  number	= {1},
  volume	= {87},
  text		= {Machine Learning (ML) 87(1):33-55 (2012)},
  url_pdf	= {absps/multimaps.pdf}
}

ImageNet Classification with Deep Convolutional Neural Networks. Krizhevsky, A.; Sutskever, I.; and Hinton, G. E. In Proceedings of Neural Information Processing Systems (NIPS), pages 1106-1114, 2012.

ImageNet Classification with Deep Convolutional Neural Networks [pdf]

link

pdf link bibtex 9 downloads

@InProceedings{	  dblp1728017,
  title		= {ImageNet Classification with Deep Convolutional Neural
		  Networks},
  author	= {Alex Krizhevsky and Ilya Sutskever and Geoffrey E.
		  Hinton},
  author_short	= {Krizhevsky, A. and Sutskever, I. and Hinton, G. E.},
  bibtype	= {inproceedings},
  type		= {inproceedings},
  year		= {2012},
  key		= {dblp1728017},
  id		= {dblp1728017},
  biburl	= {http://www.dblp.org/rec/bibtex/conf/nips/KrizhevskySH12},
  url_link	= {http://books.nips.cc/papers/files/nips25/NIPS2012_0534.pdf}
		  ,
  conference	= {NIPS},
  pages		= {1106-1114},
  text		= {NIPS 2012:1106-1114},
  booktitle	= {Proceedings of Neural Information Processing Systems
		  (NIPS)},
  url_pdf	= {absps/imagenet.pdf}
}

A Better Way to Pretrain Deep Boltzmann Machines. Salakhutdinov, R.; and Hinton, G. E. In Proceedings of Neural Information Processing Systems (NIPS), pages 2456-2464, 2012.

A Better Way to Pretrain Deep Boltzmann Machines [pdf]

link

pdf link bibtex

@InProceedings{	  dblp1728167,
  title		= {A Better Way to Pretrain Deep Boltzmann Machines},
  author	= {Ruslan Salakhutdinov and Geoffrey E. Hinton},
  author_short	= {Salakhutdinov, R. and Hinton, G. E.},
  bibtype	= {inproceedings},
  type		= {inproceedings},
  year		= {2012},
  key		= {dblp1728167},
  id		= {dblp1728167},
  biburl	= {http://www.dblp.org/rec/bibtex/conf/nips/SalakhutdinovH12}
		  ,
  url_link	= {http://books.nips.cc/papers/files/nips25/NIPS2012_1178.pdf}
		  ,
  conference	= {NIPS},
  pages		= {2456-2464},
  text		= {NIPS 2012:2456-2464},
  booktitle	= {Proceedings of Neural Information Processing Systems
		  (NIPS)},
  url_pdf	= {absps/DBM_pretrain.pdf}
}

An Efficient Learning Procedure for Deep Boltzmann Machines. Salakhutdinov, R.; and Hinton, G. E. Neural Computation (NECO), 24(8): 1967-2006. 2012.

link

An Efficient Learning Procedure for Deep Boltzmann Machines [pdf]

pdf link bibtex

@Article{	  dblp1729230,
  title		= {An Efficient Learning Procedure for Deep Boltzmann
		  Machines},
  author	= {Ruslan Salakhutdinov and Geoffrey E. Hinton},
  author_short	= {Salakhutdinov, R. and Hinton, G. E.},
  bibtype	= {article},
  type		= {article},
  year		= {2012},
  key		= {dblp1729230},
  id		= {dblp1729230},
  biburl	= {http://www.dblp.org/rec/bibtex/journals/neco/SalakhutdinovH12}
		  ,
  url_link	= {http://dx.doi.org/10.1162/NECO_a_00311},
  journal	= {Neural Computation (NECO)},
  pages		= {1967-2006},
  number	= {8},
  volume	= {24},
  text		= {Neural Computation (NECO) 24(8):1967-2006 (2012)},
  url_pdf	= {absps/efficientDBM.pdf}
}

A Practical Guide to Training Restricted Boltzmann Machines. Hinton, G. E. In Proceedings of Neural Networks: Tricks of the Trade (2nd ed.), pages 599-619. 2012.

A Practical Guide to Training Restricted Boltzmann Machines [link]

link link bibtex

@InCollection{	  dblp1729688,
  title		= {A Practical Guide to Training Restricted Boltzmann
		  Machines},
  author	= {Geoffrey E. Hinton},
  author_short	= {Hinton, G. E.},
  bibtype	= {incollection},
  type		= {incollection},
  year		= {2012},
  key		= {dblp1729688},
  id		= {dblp1729688},
  biburl	= {http://www.dblp.org/rec/bibtex/series/lncs/Hinton12},
  url_link	= {http://dx.doi.org/10.1007/978-3-642-35289-8_32},
  conference	= {Neural Networks: Tricks of the Trade (2nd ed.)},
  pages		= {599-619},
  text		= {Neural Networks: Tricks of the Trade (2nd ed.)
		  2012:599-619},
  booktitle	= {Proceedings of Neural Networks: Tricks of the Trade (2nd
		  ed.)}
}

Deep neural networks for acoustic modeling in speech recognition: The shared views of four research groups. Hinton, G. E.; Deng, L.; Yu, D.; Dahl, G. E.; Mohamed, A.; Jaitly, N.; Senior, A.; Vanhoucke, V.; Nguyen, P.; Sainath, T. N; and others Signal Processing Magazine, IEEE, 29(6): 82–97. 2012.
link bibtex

@Article{	  hinton2012deep,
  title		= {Deep neural networks for acoustic modeling in speech
		  recognition: The shared views of four research groups},
  author	= {Hinton, Geoffrey E. and Deng, Li and Yu, Dong and Dahl,
		  George E. and Mohamed, Abdel-rahman and Jaitly, Navdeep and
		  Senior, Andrew and Vanhoucke, Vincent and Nguyen, Patrick
		  and Sainath, Tara N and others},
  journal	= {Signal Processing Magazine, IEEE},
  volume	= {29},
  number	= {6},
  pages		= {82--97},
  year		= {2012},
  publisher	= {IEEE}
}

2011 (13)

Modeling the joint density of two images under a variety of transformations. Susskind, J. M.; Hinton, G. E.; Memisevic, R.; and Pollefeys, M. In Proceedings of Computer Vision and Pattern Recognition (CVPR), pages 2793-2800, 2011.

link

Modeling the joint density of two images under a variety of transformations [pdf]

pdf link bibtex

@InProceedings{	  dblp1801827,
  title		= {Modeling the joint density of two images under a variety
		  of transformations},
  author	= {Joshua M. Susskind and Geoffrey E. Hinton and Roland
		  Memisevic and Marc Pollefeys},
  author_short	= {Susskind, J. M. and Hinton, G. E. and Memisevic, R. and
		  Pollefeys, M.},
  bibtype	= {inproceedings},
  type		= {inproceedings},
  year		= {2011},
  key		= {dblp1801827},
  id		= {dblp1801827},
  biburl	= {http://www.dblp.org/rec/bibtex/conf/cvpr/SusskindHMP11},
  url_link	= {http://dx.doi.org/10.1109/CVPR.2011.5995541},
  conference	= {CVPR},
  pages		= {2793-2800},
  text		= {CVPR 2011:2793-2800},
  booktitle	= {Proceedings of Computer Vision and Pattern Recognition
		  (CVPR)},
  url_pdf	= {absps/morphBM.pdf}
}

On deep generative models with applications to recognition. Ranzato, M.; Susskind, J. M.; Mnih, V.; and Hinton, G. E. In Proceedings of Computer Vision and Pattern Recognition (CVPR), pages 2857-2864, 2011.

link

On deep generative models with applications to recognition [pdf]

pdf link bibtex 1 download

@InProceedings{	  dblp1801835,
  title		= {On deep generative models with applications to
		  recognition},
  author	= {Marc&apos;Aurelio Ranzato and Joshua M. Susskind and
		  Volodymyr Mnih and Geoffrey E. Hinton},
  author_short	= {Ranzato, M. and Susskind, J. M. and Mnih, V. and Hinton,
		  G. E.},
  bibtype	= {inproceedings},
  type		= {inproceedings},
  year		= {2011},
  key		= {dblp1801835},
  id		= {dblp1801835},
  biburl	= {http://www.dblp.org/rec/bibtex/conf/cvpr/RanzatoSMH11},
  url_link	= {http://dx.doi.org/10.1109/CVPR.2011.5995710},
  conference	= {CVPR},
  pages		= {2857-2864},
  text		= {CVPR 2011:2857-2864},
  booktitle	= {Proceedings of Computer Vision and Pattern Recognition
		  (CVPR)},
  url_pdf	= {absps/ranzato_cvpr2011.pdf}
}

A better way to learn features: technical perspective. Hinton, G. E. Commun. ACM (CACM), 54(10): 94. 2011.

A better way to learn features: technical perspective [link]

link link bibtex 2 downloads

@Article{	  dblp1811777,
  title		= {A better way to learn features: technical perspective},
  author	= {Geoffrey E. Hinton},
  author_short	= {Hinton, G. E.},
  bibtype	= {article},
  type		= {article},
  year		= {2011},
  key		= {dblp1811777},
  id		= {dblp1811777},
  biburl	= {http://www.dblp.org/rec/bibtex/journals/cacm/Hinton11},
  url_link	= {http://doi.acm.org/10.1145/2001269.2001294},
  journal	= {Commun. ACM (CACM)},
  pages		= {94},
  number	= {10},
  volume	= {54},
  text		= {Commun. ACM (CACM) 54(10):94 (2011)}
}

Using very deep autoencoders for content-based image retrieval. Krizhevsky, A.; and Hinton, G. E. In Proceedings of The European Symposium on Artificial Neural Networks (ESANN), 2011.

Using very deep autoencoders for content-based image retrieval [pdf]

link

pdf link bibtex 3 downloads

@InProceedings{	  dblp1829095,
  title		= {Using very deep autoencoders for content-based image
		  retrieval},
  author	= {Alex Krizhevsky and Geoffrey E. Hinton},
  author_short	= {Krizhevsky, A. and Hinton, G. E.},
  bibtype	= {inproceedings},
  type		= {inproceedings},
  year		= {2011},
  key		= {dblp1829095},
  id		= {dblp1829095},
  biburl	= {http://www.dblp.org/rec/bibtex/conf/esann/KrizhevskyH11},
  url_link	= {http://www.dice.ucl.ac.be/Proceedings/esann/esannpdf/es2011-10.pdf}
		  ,
  conference	= {ESANN},
  text		= {ESANN 2011},
  booktitle	= {Proceedings of The European Symposium on Artificial Neural
		  Networks (ESANN)},
  url_pdf	= {absps/esann-deep-final.pdf}
}

Transforming Auto-Encoders. Hinton, G. E.; Krizhevsky, A.; and Wang, S. D. In Proceedings of International Conference on Artificial Neural Networks (ICANN), pages 44-51, 2011.

link

pdf link bibtex 2 downloads

@InProceedings{	  dblp1853995,
  title		= {Transforming Auto-Encoders},
  author	= {Geoffrey E. Hinton and Alex Krizhevsky and Sida D. Wang},
  author_short	= {Hinton, G. E. and Krizhevsky, A. and Wang, S. D.},
  bibtype	= {inproceedings},
  type		= {inproceedings},
  year		= {2011},
  key		= {dblp1853995},
  id		= {dblp1853995},
  biburl	= {http://www.dblp.org/rec/bibtex/conf/icann/HintonKW11},
  url_link	= {http://dx.doi.org/10.1007/978-3-642-21735-7_6},
  conference	= {ICANN},
  pages		= {44-51},
  text		= {ICANN 2011:44-51},
  booktitle	= {Proceedings of International Conference on Artificial
		  Neural Networks (ICANN)},
  url_pdf	= {absps/transauto6.pdf}
}

Deep Belief Networks using discriminative features for phone recognition. Mohamed, A.; Sainath, T. N.; Dahl, G. E.; Ramabhadran, B.; Hinton, G. E.; and Picheny, M. A. In Proceedings of International Conference on Acoustics, Speech, and Signal Processing (ICASSP), pages 5060-5063, 2011.

link

Deep Belief Networks using discriminative features for phone recognition [pdf]

pdf link bibtex 1 download

@InProceedings{	  dblp1855610,
  title		= {Deep Belief Networks using discriminative features for
		  phone recognition},
  author	= {Abdel-rahman Mohamed and Tara N. Sainath and George E.
		  Dahl and Bhuvana Ramabhadran and Geoffrey E. Hinton and
		  Michael A. Picheny},
  author_short	= {Mohamed, A. and Sainath, T. N. and Dahl, G. E. and
		  Ramabhadran, B. and Hinton, G. E. and Picheny, M. A.},
  bibtype	= {inproceedings},
  type		= {inproceedings},
  year		= {2011},
  key		= {dblp1855610},
  id		= {dblp1855610},
  biburl	= {http://www.dblp.org/rec/bibtex/conf/icassp/MohamedSDRHP11}
		  ,
  url_link	= {http://dx.doi.org/10.1109/ICASSP.2011.5947494},
  conference	= {ICASSP},
  pages		= {5060-5063},
  text		= {ICASSP 2011:5060-5063},
  booktitle	= {Proceedings of International Conference on Acoustics,
		  Speech, and Signal Processing (ICASSP)},
  url_pdf	= {absps/speechDBNdiscrim.pdf}
}

Deep belief nets for natural language call-routing. Sarikaya, R.; Hinton, G. E.; and Ramabhadran, B. In Proceedings of International Conference on Acoustics, Speech, and Signal Processing (ICASSP), pages 5680-5683, 2011.

link

Deep belief nets for natural language call-routing [pdf]

pdf link bibtex 1 download

@InProceedings{	  dblp1855765,
  title		= {Deep belief nets for natural language call-routing},
  author	= {Ruhi Sarikaya and Geoffrey E. Hinton and Bhuvana
		  Ramabhadran},
  author_short	= {Sarikaya, R. and Hinton, G. E. and Ramabhadran, B.},
  bibtype	= {inproceedings},
  type		= {inproceedings},
  year		= {2011},
  key		= {dblp1855765},
  id		= {dblp1855765},
  biburl	= {http://www.dblp.org/rec/bibtex/conf/icassp/SarikayaHR11},
  url_link	= {http://dx.doi.org/10.1109/ICASSP.2011.5947649},
  conference	= {ICASSP},
  pages		= {5680-5683},
  text		= {ICASSP 2011:5680-5683},
  booktitle	= {Proceedings of International Conference on Acoustics,
		  Speech, and Signal Processing (ICASSP)},
  url_pdf	= {absps/callrouting.pdf}
}

Learning a better representation of speech soundwaves using restricted boltzmann machines. Jaitly, N.; and Hinton, G. E. In Proceedings of International Conference on Acoustics, Speech, and Signal Processing (ICASSP), pages 5884-5887, 2011.

link

Learning a better representation of speech soundwaves using restricted boltzmann machines [pdf]

pdf link bibtex 3 downloads

@InProceedings{	  dblp1855816,
  title		= {Learning a better representation of speech soundwaves
		  using restricted boltzmann machines},
  author	= {Navdeep Jaitly and Geoffrey E. Hinton},
  author_short	= {Jaitly, N. and Hinton, G. E.},
  bibtype	= {inproceedings},
  type		= {inproceedings},
  year		= {2011},
  key		= {dblp1855816},
  id		= {dblp1855816},
  biburl	= {http://www.dblp.org/rec/bibtex/conf/icassp/JaitlyH11},
  url_link	= {http://dx.doi.org/10.1109/ICASSP.2011.5947700},
  conference	= {ICASSP},
  pages		= {5884-5887},
  text		= {ICASSP 2011:5884-5887},
  booktitle	= {Proceedings of International Conference on Acoustics,
		  Speech, and Signal Processing (ICASSP)},
  url_pdf	= {absps/jaitly_ICASSP2011.pdf}
}

Generating Text with Recurrent Neural Networks. Sutskever, I.; Martens, J.; and Hinton, G. E. In Proceedings of International Conference on Machine Learning (ICML), pages 1017-1024, 2011.
link bibtex

@InProceedings{	  dblp1866508,
  title		= {Generating Text with Recurrent Neural Networks},
  author	= {Ilya Sutskever and James Martens and Geoffrey E. Hinton},
  author_short	= {Sutskever, I. and Martens, J. and Hinton, G. E.},
  bibtype	= {inproceedings},
  type		= {inproceedings},
  year		= {2011},
  key		= {dblp1866508},
  id		= {dblp1866508},
  biburl	= {http://www.dblp.org/rec/bibtex/conf/icml/SutskeverMH11},
  conference	= {ICML},
  pages		= {1017-1024},
  text		= {ICML 2011:1017-1024},
  booktitle	= {Proceedings of International Conference on Machine
		  Learning (ICML)}
}

Two Distributed-State Models For Generating High-Dimensional Time Series. Taylor, G. W.; Hinton, G. E.; and Roweis, S. T. Journal of Machine Learning Research (JMLR), 12: 1025-1068. 2011.

Two Distributed-State Models For Generating High-Dimensional Time Series [link]

link link bibtex

@Article{	  dblp1925861,
  title		= {Two Distributed-State Models For Generating
		  High-Dimensional Time Series},
  author	= {Graham W. Taylor and Geoffrey E. Hinton and Sam T.
		  Roweis},
  author_short	= {Taylor, G. W. and Hinton, G. E. and Roweis, S. T.},
  bibtype	= {article},
  type		= {article},
  year		= {2011},
  key		= {dblp1925861},
  id		= {dblp1925861},
  biburl	= {http://www.dblp.org/rec/bibtex/journals/jmlr/TaylorHR11},
  url_link	= {http://dl.acm.org/citation.cfm?id=2021035},
  journal	= {Journal of Machine Learning Research (JMLR)},
  pages		= {1025-1068},
  volume	= {12},
  text		= {Journal of Machine Learning Research (JMLR) 12:1025-1068
		  (2011)}
}

Conditional Restricted Boltzmann Machines for Structured Output Prediction. Mnih, V.; Larochelle, H.; and Hinton, G. E. In Proceedings of Uncertainty in Artificial Intelligence (UAI), pages 514-522, 2011.

link

pdf link bibtex 1 download

@InProceedings{	  dblp1969105,
  title		= {Conditional Restricted Boltzmann Machines for Structured
		  Output Prediction},
  author	= {Volodymyr Mnih and Hugo Larochelle and Geoffrey E.
		  Hinton},
  author_short	= {Mnih, V. and Larochelle, H. and Hinton, G. E.},
  bibtype	= {inproceedings},
  type		= {inproceedings},
  year		= {2011},
  key		= {dblp1969105},
  id		= {dblp1969105},
  biburl	= {http://www.dblp.org/rec/bibtex/conf/uai/MnihLH11},
  url_link	= {http://uai.sis.pitt.edu/displayArticleDetails.jsp?mmnu=1&amp;smnu=2&amp;article_id=2200&amp;proceeding_id=27}
		  ,
  conference	= {UAI},
  pages		= {514-522},
  text		= {UAI 2011:514-522},
  booktitle	= {Proceedings of Uncertainty in Artificial Intelligence
		  (UAI)},
  url_pdf	= {absps/uai_crbms.pdf}
}

A new way to learn acoustic events. Jaitly, N.; and Hinton, G. E. Advances in Neural Information Processing Systems, 24. 2011.

A new way to learn acoustic events [pdf]

pdf link bibtex 2 downloads

@Article{	  jaitly2011new,
  title		= {A new way to learn acoustic events},
  author	= {Jaitly, Navdeep and Hinton, Geoffrey E.},
  journal	= {Advances in Neural Information Processing Systems},
  volume	= {24},
  year		= {2011},
  url_pdf	= {absps/capsules_speech.pdf}
}

Discovering Binary Codes for Documents by Learning Deep Generative Models. Hinton, G.; and Salakhutdinov, R. Topics in Cognitive Science, 3(1): 74–91. 2011.

Discovering Binary Codes for Documents by Learning Deep Generative Models [link]

link doi link bibtex 1 download

@Article{	  tops:tops1109,
  author	= {Hinton, Geoffrey and Salakhutdinov, Ruslan},
  title		= {Discovering Binary Codes for Documents by Learning Deep
		  Generative Models},
  journal	= {Topics in Cognitive Science},
  volume	= {3},
  number	= {1},
  publisher	= {Blackwell Publishing Ltd},
  issn		= {1756-8765},
  url_link	= {http://dx.doi.org/10.1111/j.1756-8765.2010.01109.x},
  doi		= {10.1111/j.1756-8765.2010.01109.x},
  pages		= {74--91},
  keywords	= {Deep learning, Semantic hashing, Auto-encoders, Restricted
		  Boltzmann machines, Document retrieval, Binary codes},
  year		= {2011}
}

2010 (18)

Factored 3-Way Restricted Boltzmann Machines For Modeling Natural Images. Ranzato, M.; Krizhevsky, A.; and Hinton, G. E. In Proceedings of AISTATS, pages 621-628, 2010.

link

Factored 3-Way Restricted Boltzmann Machines For Modeling Natural Images [pdf]

pdf link bibtex

@InProceedings{	  dblp1984753,
  title		= {Factored 3-Way Restricted Boltzmann Machines For Modeling
		  Natural Images},
  author	= {Marc&apos;Aurelio Ranzato and Alex Krizhevsky and Geoffrey
		  E. Hinton},
  author_short	= {Ranzato, M. and Krizhevsky, A. and Hinton, G. E.},
  bibtype	= {inproceedings},
  type		= {inproceedings},
  year		= {2010},
  key		= {dblp1984753},
  id		= {dblp1984753},
  biburl	= {http://www.dblp.org/rec/bibtex/journals/jmlr/RanzatoKH10},
  url_link	= {http://www.jmlr.org/proceedings/papers/v9/ranzato10a.html}
		  ,
  conference	= {AISTATS},
  pages		= {621-628},
  text		= {AISTATS 2010:621-628},
  booktitle	= {Proceedings of AISTATS},
  url_pdf	= {absps/ranzato_aistats2010.pdf}
}

Dynamical binary latent variable models for 3D human pose tracking. Taylor, G. W.; Sigal, L.; Fleet, D. J.; and Hinton, G. E. In Proceedings of Computer Vision and Pattern Recognition (CVPR), pages 631-638, 2010.

link

Dynamical binary latent variable models for 3D human pose tracking [pdf]

pdf link bibtex

@InProceedings{	  dblp2007318,
  title		= {Dynamical binary latent variable models for 3D human pose
		  tracking},
  author	= {Graham W. Taylor and Leonid Sigal and David J. Fleet and
		  Geoffrey E. Hinton},
  author_short	= {Taylor, G. W. and Sigal, L. and Fleet, D. J. and Hinton,
		  G. E.},
  bibtype	= {inproceedings},
  type		= {inproceedings},
  year		= {2010},
  key		= {dblp2007318},
  id		= {dblp2007318},
  biburl	= {http://www.dblp.org/rec/bibtex/conf/cvpr/TaylorSFH10},
  url_link	= {http://dx.doi.org/10.1109/CVPR.2010.5540157},
  conference	= {CVPR},
  pages		= {631-638},
  text		= {CVPR 2010:631-638},
  booktitle	= {Proceedings of Computer Vision and Pattern Recognition
		  (CVPR)},
  url_pdf	= {absps/gwtaylor_cvpr2010.pdf}
}

Modeling pixel means and covariances using factorized third-order boltzmann machines. Ranzato, M.; and Hinton, G. E. In Proceedings of Computer Vision and Pattern Recognition (CVPR), pages 2551-2558, 2010.

link

pdf link bibtex 10 downloads

@InProceedings{	  dblp2007559,
  title		= {Modeling pixel means and covariances using factorized
		  third-order boltzmann machines},
  author	= {Marc&apos;Aurelio Ranzato and Geoffrey E. Hinton},
  author_short	= {Ranzato, M. and Hinton, G. E.},
  bibtype	= {inproceedings},
  type		= {inproceedings},
  year		= {2010},
  key		= {dblp2007559},
  id		= {dblp2007559},
  biburl	= {http://www.dblp.org/rec/bibtex/conf/cvpr/RanzatoH10},
  url_link	= {http://dx.doi.org/10.1109/CVPR.2010.5539962},
  conference	= {CVPR},
  pages		= {2551-2558},
  text		= {CVPR 2010:2551-2558},
  booktitle	= {Proceedings of Computer Vision and Pattern Recognition
		  (CVPR)},
  url_pdf	= {absps/ranzato_cvpr2010.pdf}
}

Learning to Detect Roads in High-Resolution Aerial Images. Mnih, V.; and Hinton, G. E. In Proceedings of European Conference on Computer Vision (ECCV), pages 210-223, 2010.

link

Learning to Detect Roads in High-Resolution Aerial Images [pdf]

pdf link bibtex 3 downloads

@InProceedings{	  dblp2029059,
  title		= {Learning to Detect Roads in High-Resolution Aerial
		  Images},
  author	= {Volodymyr Mnih and Geoffrey E. Hinton},
  author_short	= {Mnih, V. and Hinton, G. E.},
  bibtype	= {inproceedings},
  type		= {inproceedings},
  year		= {2010},
  key		= {dblp2029059},
  id		= {dblp2029059},
  biburl	= {http://www.dblp.org/rec/bibtex/conf/eccv/MnihH10},
  url_link	= {http://dx.doi.org/10.1007/978-3-642-15567-3_16},
  conference	= {ECCV},
  pages		= {210-223},
  text		= {ECCV 2010:210-223},
  booktitle	= {Proceedings of European Conference on Computer Vision
		  (ECCV)},
  url_pdf	= {absps/road_detection.pdf}
}

Boltzmann Machines. Hinton, G. E. In Proceedings of Encyclopedia of Machine Learning, pages 132-136. 2010.

link link bibtex 2 downloads

@InCollection{	  dblp2034854,
  title		= {Boltzmann Machines},
  author	= {Geoffrey E. Hinton},
  author_short	= {Hinton, G. E.},
  bibtype	= {incollection},
  type		= {incollection},
  year		= {2010},
  key		= {dblp2034854},
  id		= {dblp2034854},
  biburl	= {http://www.dblp.org/rec/bibtex/reference/ml/Hinton10},
  url_link	= {http://dx.doi.org/10.1007/978-0-387-30164-8_83},
  conference	= {Encyclopedia of Machine Learning},
  pages		= {132-136},
  text		= {Encyclopedia of Machine Learning 2010:132-136},
  booktitle	= {Proceedings of Encyclopedia of Machine Learning}
}

Deep Belief Nets. Hinton, G. E. In Proceedings of Encyclopedia of Machine Learning, pages 267-269. 2010.

link link bibtex 1 download

@InCollection{	  dblp2034980,
  title		= {Deep Belief Nets},
  author	= {Geoffrey E. Hinton},
  author_short	= {Hinton, G. E.},
  bibtype	= {incollection},
  type		= {incollection},
  year		= {2010},
  key		= {dblp2034980},
  id		= {dblp2034980},
  biburl	= {http://www.dblp.org/rec/bibtex/reference/ml/Hinton10a},
  url_link	= {http://dx.doi.org/10.1007/978-0-387-30164-8_208},
  conference	= {Encyclopedia of Machine Learning},
  pages		= {267-269},
  text		= {Encyclopedia of Machine Learning 2010:267-269},
  booktitle	= {Proceedings of Encyclopedia of Machine Learning}
}

Phone recognition using Restricted Boltzmann Machines. Mohamed, A.; and Hinton, G. E. In Proceedings of International Conference on Acoustics, Speech, and Signal Processing (ICASSP), pages 4354-4357, 2010.

link

Phone recognition using Restricted Boltzmann Machines [pdf]

pdf link bibtex 3 downloads

@InProceedings{	  dblp2055900,
  title		= {Phone recognition using Restricted Boltzmann Machines},
  author	= {Abdel-rahman Mohamed and Geoffrey E. Hinton},
  author_short	= {Mohamed, A. and Hinton, G. E.},
  bibtype	= {inproceedings},
  type		= {inproceedings},
  year		= {2010},
  key		= {dblp2055900},
  id		= {dblp2055900},
  biburl	= {http://www.dblp.org/rec/bibtex/conf/icassp/MohamedH10},
  url_link	= {http://dx.doi.org/10.1109/ICASSP.2010.5495651},
  conference	= {ICASSP},
  pages		= {4354-4357},
  text		= {ICASSP 2010:4354-4357},
  booktitle	= {Proceedings of International Conference on Acoustics,
		  Speech, and Signal Processing (ICASSP)},
  url_pdf	= {absps/icassp10.pdf}
}

Rectified Linear Units Improve Restricted Boltzmann Machines. Nair, V.; and Hinton, G. E. In Proceedings of International Conference on Machine Learning (ICML), pages 807-814, 2010.

Rectified Linear Units Improve Restricted Boltzmann Machines [pdf]

link

pdf link bibtex 3 downloads

@InProceedings{	  dblp2066685,
  title		= {Rectified Linear Units Improve Restricted Boltzmann
		  Machines},
  author	= {Vinod Nair and Geoffrey E. Hinton},
  author_short	= {Nair, V. and Hinton, G. E.},
  bibtype	= {inproceedings},
  type		= {inproceedings},
  year		= {2010},
  key		= {dblp2066685},
  id		= {dblp2066685},
  biburl	= {http://www.dblp.org/rec/bibtex/conf/icml/NairH10},
  url_link	= {http://www.icml2010.org/papers/432.pdf},
  conference	= {ICML},
  pages		= {807-814},
  text		= {ICML 2010:807-814},
  booktitle	= {Proceedings of International Conference on Machine
		  Learning (ICML)},
  url_pdf	= {absps/reluICML.pdf}
}

Binary coding of speech spectrograms using a deep auto-encoder. Deng, L.; Seltzer, M. L.; Yu, D.; Acero, A.; Mohamed, A.; and Hinton, G. E. In Proceedings of Conference of the International Speech Communication Association (INTERSPEECH), pages 1692-1695, 2010.

link

Binary coding of speech spectrograms using a deep auto-encoder [pdf]

pdf link bibtex

@InProceedings{	  dblp2097733,
  title		= {Binary coding of speech spectrograms using a deep
		  auto-encoder},
  author	= {Li Deng and Michael L. Seltzer and Dong Yu and Alex Acero
		  and Abdel-rahman Mohamed and Geoffrey E. Hinton},
  author_short	= {Deng, L. and Seltzer, M. L. and Yu, D. and Acero, A. and
		  Mohamed, A. and Hinton, G. E.},
  bibtype	= {inproceedings},
  type		= {inproceedings},
  year		= {2010},
  key		= {dblp2097733},
  id		= {dblp2097733},
  biburl	= {http://www.dblp.org/rec/bibtex/conf/interspeech/DengSYAMH10}
		  ,
  url_link	= {http://www.isca-speech.org/archive/interspeech_2010/i10_1692.html}
		  ,
  conference	= {INTERSPEECH},
  pages		= {1692-1695},
  text		= {INTERSPEECH 2010:1692-1695},
  booktitle	= {Proceedings of Conference of the International Speech
		  Communication Association (INTERSPEECH)},
  url_pdf	= {absps/speechauto.pdf}
}

Phone Recognition with the Mean-Covariance Restricted Boltzmann Machine. Dahl, G. E.; Ranzato, M.; Mohamed, A.; and Hinton, G. E. In Proceedings of Neural Information Processing Systems (NIPS), pages 469-477, 2010.

Phone Recognition with the Mean-Covariance Restricted Boltzmann Machine [pdf]

link

pdf link bibtex 11 downloads

@InProceedings{	  dblp2136835,
  title		= {Phone Recognition with the Mean-Covariance Restricted
		  Boltzmann Machine},
  author	= {George E. Dahl and Marc&apos;Aurelio Ranzato and
		  Abdel-rahman Mohamed and Geoffrey E. Hinton},
  author_short	= {Dahl, G. E. and Ranzato, M. and Mohamed, A. and Hinton, G.
		  E.},
  bibtype	= {inproceedings},
  type		= {inproceedings},
  year		= {2010},
  key		= {dblp2136835},
  id		= {dblp2136835},
  biburl	= {http://www.dblp.org/rec/bibtex/conf/nips/DahlRMH10},
  url_link	= {http://books.nips.cc/papers/files/nips23/NIPS2010_0160.pdf}
		  ,
  conference	= {NIPS},
  pages		= {469-477},
  text		= {NIPS 2010:469-477},
  booktitle	= {Proceedings of Neural Information Processing Systems
		  (NIPS)},
  url_pdf	= {absps/mcphone.pdf}
}

Learning to combine foveal glimpses with a third-order Boltzmann machine. Larochelle, H.; and Hinton, G. E. In Proceedings of Neural Information Processing Systems (NIPS), pages 1243-1251, 2010.

Learning to combine foveal glimpses with a third-order Boltzmann machine [pdf]

link

pdf link bibtex

@InProceedings{	  dblp2136921,
  title		= {Learning to combine foveal glimpses with a third-order
		  Boltzmann machine},
  author	= {Hugo Larochelle and Geoffrey E. Hinton},
  author_short	= {Larochelle, H. and Hinton, G. E.},
  bibtype	= {inproceedings},
  type		= {inproceedings},
  year		= {2010},
  key		= {dblp2136921},
  id		= {dblp2136921},
  biburl	= {http://www.dblp.org/rec/bibtex/conf/nips/LarochelleH10},
  url_link	= {http://books.nips.cc/papers/files/nips23/NIPS2010_0824.pdf}
		  ,
  conference	= {NIPS},
  pages		= {1243-1251},
  text		= {NIPS 2010:1243-1251},
  booktitle	= {Proceedings of Neural Information Processing Systems
		  (NIPS)},
  url_pdf	= {absps/nips_eyebm.pdf}
}

Gated Softmax Classification. Memisevic, R.; Zach, C.; Hinton, G. E.; and Pollefeys, M. In Proceedings of Neural Information Processing Systems (NIPS), pages 1603-1611, 2010.

link

pdf link bibtex 1 download

@InProceedings{	  dblp2136961,
  title		= {Gated Softmax Classification},
  author	= {Roland Memisevic and Christopher Zach and Geoffrey E.
		  Hinton and Marc Pollefeys},
  author_short	= {Memisevic, R. and Zach, C. and Hinton, G. E. and
		  Pollefeys, M.},
  bibtype	= {inproceedings},
  type		= {inproceedings},
  year		= {2010},
  key		= {dblp2136961},
  id		= {dblp2136961},
  biburl	= {http://www.dblp.org/rec/bibtex/conf/nips/MemisevicZHP10},
  url_link	= {http://books.nips.cc/papers/files/nips23/NIPS2010_0322.pdf}
		  ,
  conference	= {NIPS},
  pages		= {1603-1611},
  text		= {NIPS 2010:1603-1611},
  booktitle	= {Proceedings of Neural Information Processing Systems
		  (NIPS)},
  url_pdf	= {absps/gatedsoftmax.pdf}
}

Generating more realistic images using gated MRF's. Ranzato, M.; Mnih, V.; and Hinton, G. E. In Proceedings of Neural Information Processing Systems (NIPS), pages 2002-2010, 2010.

Generating more realistic images using gated MRF's [pdf]

link link bibtex

@InProceedings{	  dblp2137005,
  title		= {Generating more realistic images using gated MRF&apos;s},
  author	= {Marc&apos;Aurelio Ranzato and Volodymyr Mnih and Geoffrey
		  E. Hinton},
  author_short	= {Ranzato, M. and Mnih, V. and Hinton, G. E.},
  bibtype	= {inproceedings},
  type		= {inproceedings},
  year		= {2010},
  key		= {dblp2137005},
  id		= {dblp2137005},
  biburl	= {http://www.dblp.org/rec/bibtex/conf/nips/RanzatoMH10},
  url_link	= {http://books.nips.cc/papers/files/nips23/NIPS2010_1163.pdf}
		  ,
  conference	= {NIPS},
  pages		= {2002-2010},
  text		= {NIPS 2010:2002-2010},
  booktitle	= {Proceedings of Neural Information Processing Systems
		  (NIPS)}
}

Learning to Represent Spatial Transformations with Factored Higher-Order Boltzmann Machines. Memisevic, R.; and Hinton, G. E. Neural Computation (NECO), 22(6): 1473-1492. 2010.

link

Learning to Represent Spatial Transformations with Factored Higher-Order Boltzmann Machines [pdf]

pdf link bibtex

@Article{	  dblp2138053,
  title		= {Learning to Represent Spatial Transformations with
		  Factored Higher-Order Boltzmann Machines},
  author	= {Roland Memisevic and Geoffrey E. Hinton},
  author_short	= {Memisevic, R. and Hinton, G. E.},
  bibtype	= {article},
  type		= {article},
  year		= {2010},
  key		= {dblp2138053},
  id		= {dblp2138053},
  biburl	= {http://www.dblp.org/rec/bibtex/journals/neco/MemisevicH10}
		  ,
  url_link	= {http://dx.doi.org/10.1162/neco.2010.01-09-953},
  journal	= {Neural Computation (NECO)},
  pages		= {1473-1492},
  number	= {6},
  volume	= {22},
  text		= {Neural Computation (NECO) 22(6):1473-1492 (2010)},
  url_pdf	= {absps/rolandNC.pdf}
}

Comparing Classification Methods for Longitudinal fMRI Studies. Schmah, T.; Yourganov, G.; Zemel, R. S.; Hinton, G. E.; Small, S. L.; and Strother, S. C. Neural Computation (NECO), 22(11): 2729-2762. 2010.

Comparing Classification Methods for Longitudinal fMRI Studies [link]

link link bibtex 1 download

@Article{	  dblp2138102,
  title		= {Comparing Classification Methods for Longitudinal fMRI
		  Studies},
  author	= {Tanya Schmah and Grigori Yourganov and Richard S. Zemel
		  and Geoffrey E. Hinton and Steven L. Small and Stephen C.
		  Strother},
  author_short	= {Schmah, T. and Yourganov, G. and Zemel, R. S. and Hinton,
		  G. E. and Small, S. L. and Strother, S. C.},
  bibtype	= {article},
  type		= {article},
  year		= {2010},
  key		= {dblp2138102},
  id		= {dblp2138102},
  biburl	= {http://www.dblp.org/rec/bibtex/journals/neco/SchmahYZHSS10}
		  ,
  url_link	= {http://dx.doi.org/10.1162/NECO_a_00024},
  journal	= {Neural Computation (NECO)},
  pages		= {2729-2762},
  number	= {11},
  volume	= {22},
  text		= {Neural Computation (NECO) 22(11):2729-2762 (2010)}
}

Temporal-Kernel Recurrent Neural Networks. Sutskever, I.; and Hinton, G. E. Neural Networks (NN), 23(2): 239-243. 2010.

Temporal-Kernel Recurrent Neural Networks [link]

link link bibtex

@Article{	  dblp2138254,
  title		= {Temporal-Kernel Recurrent Neural Networks},
  author	= {Ilya Sutskever and Geoffrey E. Hinton},
  author_short	= {Sutskever, I. and Hinton, G. E.},
  bibtype	= {article},
  type		= {article},
  year		= {2010},
  key		= {dblp2138254},
  id		= {dblp2138254},
  biburl	= {http://www.dblp.org/rec/bibtex/journals/nn/SutskeverH10},
  url_link	= {http://dx.doi.org/10.1016/j.neunet.2009.10.009},
  journal	= {Neural Networks (NN)},
  pages		= {239-243},
  number	= {2},
  volume	= {23},
  text		= {Neural Networks (NN) 23(2):239-243 (2010)}
}

Generating more realistic images using gated MRF's. Ranzato, M.; Mnih, V.; and Hinton, G. E. In Lafferty, J. D.; Williams, C. K. I.; Shawe-Taylor, J.; Zemel, R. S.; and Culotta, A., editor(s), NIPS, pages 2002-2010, 2010. Curran Associates, Inc.

Link

link

pdf link bibtex 1 download

@InProceedings{	  conf/nips/ranzatomh10,
  added-at	= {2011-11-14T00:00:00.000+0100},
  author	= {Ranzato, Marc'Aurelio and Mnih, Volodymyr and Hinton,
		  Geoffrey E.},
  biburl	= {http://www.bibsonomy.org/bibtex/28f7b0dc7bbc7b506514844014a63a50b/dblp}
		  ,
  booktitle	= {NIPS},
  crossref	= {conf/nips/2010},
  editor	= {Lafferty, John D. and Williams, Christopher K. I. and
		  Shawe-Taylor, John and Zemel, Richard S. and Culotta,
		  Aron},
  ee		= {http://books.nips.cc/papers/files/nips23/NIPS2010_1163.pdf}
		  ,
  interhash	= {a87732db852c8e45839c569dde6fdaa1},
  intrahash	= {8f7b0dc7bbc7b506514844014a63a50b},
  pages		= {2002-2010},
  publisher	= {Curran Associates, Inc.},
  title		= {Generating more realistic images using gated MRF's.},
  url_link	= {http://dblp.uni-trier.de/db/conf/nips/nips2010.html#RanzatoMH10}
		  ,
  year		= {2010},
  url_pdf	= {absps/mcimage.pdf}
}

Learning to represent visual input. Hinton, G. E. Philosophical Transactions of the Royal Society B: Biological Sciences, 365(1537): 177–184. January 2010.

link

Learning to represent visual input [pdf]

pdf doi link bibtex abstract 1 download

@Article{	  citeulike:6377969,
  abstract	= {{10.1098/rstb.2009.0200 One of the central problems in
		  computational neuroscience is to understand how the
		  object-recognition pathway of the cortex learns a deep
		  hierarchy of nonlinear feature detectors. Recent progress
		  in machine learning shows that it is possible to learn deep
		  hierarchies without requiring any labelled data. The
		  feature detectors are learned one layer at a time and the
		  goal of the learning procedure is to form a good generative
		  model of images, not to predict the class of each image.
		  The learning procedure only requires the pairwise
		  correlations between the activations of neuron-like
		  processing units in adjacent layers. The original version
		  of the learning procedure is derived from a quadratic
		  âenergyâ function but it can be extended to allow
		  third-order, multiplicative interactions in which neurons
		  gate the pairwise interactions between other neurons. A
		  technique for factoring the third-order interactions leads
		  to a learning module that again has a simple learning rule
		  based on pairwise correlations. This module looks
		  remarkably like modules that have been proposed by both
		  biologists trying to explain the responses of neurons and
		  engineers trying to create systems that can recognize
		  objects.}},
  added-at	= {2010-11-30T22:39:03.000+0100},
  author	= {Hinton, Geoffrey E.},
  biburl	= {http://www.bibsonomy.org/bibtex/2d6b206f4e844cddf8c2350da9a05edcb/smatthiesen}
		  ,
  citeulike-article-id={6377969},
  citeulike-linkout-0={http://dx.doi.org/10.1098/rstb.2009.0200},
  citeulike-linkout-1={http://rstb.royalsocietypublishing.org/content/365/1537/177.abstract}
		  ,
  citeulike-linkout-2={http://rstb.royalsocietypublishing.org/content/365/1537/177.full.pdf}
		  ,
  day		= {12},
  doi		= {10.1098/rstb.2009.0200},
  interhash	= {8202ab76a45c599dec3f83ecf63e5534},
  intrahash	= {d6b206f4e844cddf8c2350da9a05edcb},
  journal	= {Philosophical Transactions of the Royal Society B:
		  Biological Sciences},
  keywords	= {object recognition},
  month		= {January},
  number	= {1537},
  pages		= {177--184},
  posted-at	= {2009-12-15 08:37:24},
  priority	= {2},
  title		= {{Learning to represent visual input}},
  url_link	= {http://dx.doi.org/10.1098/rstb.2009.0200},
  volume	= {365},
  year		= {2010},
  url_pdf	= {absps/Philtrans2010.pdf}
}

2009 (14)

Deep Boltzmann Machines. Salakhutdinov, R.; and Hinton, G. E. In Proceedings of AISTATS, pages 448-455, 2009.

link

pdf link bibtex 3 downloads

@InProceedings{	  dblp2181388,
  title		= {Deep Boltzmann Machines},
  author	= {Ruslan Salakhutdinov and Geoffrey E. Hinton},
  author_short	= {Salakhutdinov, R. and Hinton, G. E.},
  bibtype	= {inproceedings},
  type		= {inproceedings},
  year		= {2009},
  key		= {dblp2181388},
  id		= {dblp2181388},
  biburl	= {http://www.dblp.org/rec/bibtex/journals/jmlr/SalakhutdinovH09}
		  ,
  url_link	= {http://www.jmlr.org/proceedings/papers/v5/salakhutdinov09a.html}
		  ,
  conference	= {AISTATS},
  pages		= {448-455},
  text		= {AISTATS 2009:448-455},
  booktitle	= {Proceedings of AISTATS},
  url_pdf	= {absps/dbm.pdf}
}

Learning Generative Texture Models with extended Fields-of-Experts. Heess, N.; Williams, C. K. I.; and Hinton, G. E. In Proceedings of British Machine Vision Conference (BMVC), pages 1-11, 2009.

link

Learning Generative Texture Models with extended Fields-of-Experts [pdf]

pdf link bibtex

@InProceedings{	  dblp2192208,
  title		= {Learning Generative Texture Models with extended
		  Fields-of-Experts},
  author	= {Nicolas Heess and Christopher K. I. Williams and Geoffrey
		  E. Hinton},
  author_short	= {Heess, N. and Williams, C. K. I. and Hinton, G. E.},
  bibtype	= {inproceedings},
  type		= {inproceedings},
  year		= {2009},
  key		= {dblp2192208},
  id		= {dblp2192208},
  biburl	= {http://www.dblp.org/rec/bibtex/conf/bmvc/HeessWH09},
  url_link	= {http://dx.doi.org/10.5244/C.23.115},
  conference	= {BMVC},
  pages		= {1-11},
  text		= {BMVC 2009:1-11},
  booktitle	= {Proceedings of British Machine Vision Conference (BMVC)},
  url_pdf	= {absps/bmvc09.pdf}
}

Modeling pigeon behavior using a Conditional Restricted Boltzmann Machine. Zeiler, M. D.; Taylor, G. W.; Troje, N. F.; and Hinton, G. E. In Proceedings of The European Symposium on Artificial Neural Networks (ESANN), 2009.

Modeling pigeon behavior using a Conditional Restricted Boltzmann Machine [pdf]

link

pdf link bibtex

@InProceedings{	  dblp2227451,
  title		= {Modeling pigeon behavior using a Conditional Restricted
		  Boltzmann Machine},
  author	= {Matthew D. Zeiler and Graham W. Taylor and Nikolaus F.
		  Troje and Geoffrey E. Hinton},
  author_short	= {Zeiler, M. D. and Taylor, G. W. and Troje, N. F. and
		  Hinton, G. E.},
  bibtype	= {inproceedings},
  type		= {inproceedings},
  year		= {2009},
  key		= {dblp2227451},
  id		= {dblp2227451},
  biburl	= {http://www.dblp.org/rec/bibtex/conf/esann/ZeilerTTH09},
  url_link	= {http://www.dice.ucl.ac.be/Proceedings/esann/esannpdf/es2009-73.pdf}
		  ,
  conference	= {ESANN},
  text		= {ESANN 2009},
  booktitle	= {Proceedings of The European Symposium on Artificial Neural
		  Networks (ESANN)},
  url_pdf	= {absps/esann_pigeon.pdf}
}

Factored conditional restricted Boltzmann Machines for modeling motion style. Taylor, G. W.; and Hinton, G. E. In Proceedings of International Conference on Machine Learning (ICML), pages 129, 2009.

link

Factored conditional restricted Boltzmann Machines for modeling motion style [pdf]

pdf link bibtex

@InProceedings{	  dblp2267615,
  title		= {Factored conditional restricted Boltzmann Machines for
		  modeling motion style},
  author	= {Graham W. Taylor and Geoffrey E. Hinton},
  author_short	= {Taylor, G. W. and Hinton, G. E.},
  bibtype	= {inproceedings},
  type		= {inproceedings},
  year		= {2009},
  key		= {dblp2267615},
  id		= {dblp2267615},
  biburl	= {http://www.dblp.org/rec/bibtex/conf/icml/TaylorH09},
  url_link	= {http://doi.acm.org/10.1145/1553374.1553505},
  conference	= {ICML},
  pages		= {129},
  text		= {ICML 2009:129},
  booktitle	= {Proceedings of International Conference on Machine
		  Learning (ICML)},
  url_pdf	= {absps/fcrbm_icml.pdf}
}

Using fast weights to improve persistent contrastive divergence. Tieleman, T.; and Hinton, G. E. In Proceedings of International Conference on Machine Learning (ICML), pages 130, 2009.

link

Using fast weights to improve persistent contrastive divergence [pdf]

pdf link bibtex

@InProceedings{	  dblp2267616,
  title		= {Using fast weights to improve persistent contrastive
		  divergence},
  author	= {Tijmen Tieleman and Geoffrey E. Hinton},
  author_short	= {Tieleman, T. and Hinton, G. E.},
  bibtype	= {inproceedings},
  type		= {inproceedings},
  year		= {2009},
  key		= {dblp2267616},
  id		= {dblp2267616},
  biburl	= {http://www.dblp.org/rec/bibtex/conf/icml/TielemanH09},
  url_link	= {http://doi.acm.org/10.1145/1553374.1553506},
  conference	= {ICML},
  pages		= {130},
  text		= {ICML 2009:130},
  booktitle	= {Proceedings of International Conference on Machine
		  Learning (ICML)},
  url_pdf	= {absps/fpcd.pdf}
}

Workshop summary: Workshop on learning feature hierarchies. Yu, K.; Salakhutdinov, R.; LeCun, Y.; Hinton, G. E.; and Bengio, Y. In Proceedings of International Conference on Machine Learning (ICML), pages 165, 2009.

Workshop summary: Workshop on learning feature hierarchies [link]

link link bibtex

@InProceedings{	  dblp2267651,
  title		= {Workshop summary: Workshop on learning feature
		  hierarchies},
  author	= {Kai Yu and Ruslan Salakhutdinov and Yann LeCun and
		  Geoffrey E. Hinton and Yoshua Bengio},
  author_short	= {Yu, K. and Salakhutdinov, R. and LeCun, Y. and Hinton, G.
		  E. and Bengio, Y.},
  bibtype	= {inproceedings},
  type		= {inproceedings},
  year		= {2009},
  key		= {dblp2267651},
  id		= {dblp2267651},
  biburl	= {http://www.dblp.org/rec/bibtex/conf/icml/YuSLHB09},
  url_link	= {http://doi.acm.org/10.1145/1553374.1553543},
  conference	= {ICML},
  pages		= {165},
  text		= {ICML 2009:165},
  booktitle	= {Proceedings of International Conference on Machine
		  Learning (ICML)}
}

Semantic hashing. Salakhutdinov, R.; and Hinton, G. E. Int. J. Approx. Reasoning (IJAR), 50(7): 969-978. 2009.

link

pdf link bibtex 2 downloads

@Article{	  dblp2309132,
  title		= {Semantic hashing},
  author	= {Ruslan Salakhutdinov and Geoffrey E. Hinton},
  author_short	= {Salakhutdinov, R. and Hinton, G. E.},
  bibtype	= {article},
  type		= {article},
  year		= {2009},
  key		= {dblp2309132},
  id		= {dblp2309132},
  biburl	= {http://www.dblp.org/rec/bibtex/journals/ijar/SalakhutdinovH09}
		  ,
  url_link	= {http://dx.doi.org/10.1016/j.ijar.2008.11.006},
  journal	= {Int. J. Approx. Reasoning (IJAR)},
  pages		= {969-978},
  number	= {7},
  volume	= {50},
  text		= {Int. J. Approx. Reasoning (IJAR) 50(7):969-978 (2009)},
  url_pdf	= {absps/sh.pdf}
}

3D Object Recognition with Deep Belief Nets. Nair, V.; and Hinton, G. E. In Proceedings of Neural Information Processing Systems (NIPS), pages 1339-1347, 2009.

3D Object Recognition with Deep Belief Nets [pdf]

link

pdf link bibtex 1 download

@InProceedings{	  dblp2332272,
  title		= {3D Object Recognition with Deep Belief Nets},
  author	= {Vinod Nair and Geoffrey E. Hinton},
  author_short	= {Nair, V. and Hinton, G. E.},
  bibtype	= {inproceedings},
  type		= {inproceedings},
  year		= {2009},
  key		= {dblp2332272},
  id		= {dblp2332272},
  biburl	= {http://www.dblp.org/rec/bibtex/conf/nips/NairH09},
  url_link	= {http://books.nips.cc/papers/files/nips22/NIPS2009_0807.pdf}
		  ,
  conference	= {NIPS},
  pages		= {1339-1347},
  text		= {NIPS 2009:1339-1347},
  booktitle	= {Proceedings of Neural Information Processing Systems
		  (NIPS)},
  url_pdf	= {absps/vinodNORB.pdf}
}

Zero-shot Learning with Semantic Output Codes. Palatucci, M.; Pomerleau, D.; Hinton, G. E.; and Mitchell, T. M. In Proceedings of Neural Information Processing Systems (NIPS), pages 1410-1418, 2009.

Zero-shot Learning with Semantic Output Codes [pdf]

link

pdf link bibtex

@InProceedings{	  dblp2332280,
  title		= {Zero-shot Learning with Semantic Output Codes},
  author	= {Mark Palatucci and Dean Pomerleau and Geoffrey E. Hinton
		  and Tom M. Mitchell},
  author_short	= {Palatucci, M. and Pomerleau, D. and Hinton, G. E. and
		  Mitchell, T. M.},
  bibtype	= {inproceedings},
  type		= {inproceedings},
  year		= {2009},
  key		= {dblp2332280},
  id		= {dblp2332280},
  biburl	= {http://www.dblp.org/rec/bibtex/conf/nips/PalatucciPHM09},
  url_link	= {http://books.nips.cc/papers/files/nips22/NIPS2009_0395.pdf}
		  ,
  conference	= {NIPS},
  pages		= {1410-1418},
  text		= {NIPS 2009:1410-1418},
  booktitle	= {Proceedings of Neural Information Processing Systems
		  (NIPS)},
  url_pdf	= {absps/palatucci.pdf}
}

Replicated Softmax: an Undirected Topic Model. Salakhutdinov, R.; and Hinton, G. E. In Proceedings of Neural Information Processing Systems (NIPS), pages 1607-1614, 2009.

Replicated Softmax: an Undirected Topic Model [pdf]

link

pdf link bibtex

@InProceedings{	  dblp2332302,
  title		= {Replicated Softmax: an Undirected Topic Model},
  author	= {Ruslan Salakhutdinov and Geoffrey E. Hinton},
  author_short	= {Salakhutdinov, R. and Hinton, G. E.},
  bibtype	= {inproceedings},
  type		= {inproceedings},
  year		= {2009},
  key		= {dblp2332302},
  id		= {dblp2332302},
  biburl	= {http://www.dblp.org/rec/bibtex/conf/nips/SalakhutdinovH09}
		  ,
  url_link	= {http://books.nips.cc/papers/files/nips22/NIPS2009_0817.pdf}
		  ,
  conference	= {NIPS},
  pages		= {1607-1614},
  text		= {NIPS 2009:1607-1614},
  booktitle	= {Proceedings of Neural Information Processing Systems
		  (NIPS)},
  url_pdf	= {absps/repsoft.pdf}
}

Improving a statistical language model through non-linear prediction. Mnih, A.; Yuecheng, Z.; and Hinton, G. E. Neurocomputing (IJON), 72(7-9): 1414-1418. 2009.

Improving a statistical language model through non-linear prediction [link]

link link bibtex 2 downloads

@Article{	  dblp2334686,
  title		= {Improving a statistical language model through non-linear
		  prediction},
  author	= {Andriy Mnih and Zhang Yuecheng and Geoffrey E. Hinton},
  author_short	= {Mnih, A. and Yuecheng, Z. and Hinton, G. E.},
  bibtype	= {article},
  type		= {article},
  year		= {2009},
  key		= {dblp2334686},
  id		= {dblp2334686},
  biburl	= {http://www.dblp.org/rec/bibtex/journals/ijon/MnihYH09},
  url_link	= {http://dx.doi.org/10.1016/j.neucom.2008.12.025},
  journal	= {Neurocomputing (IJON)},
  pages		= {1414-1418},
  number	= {7-9},
  volume	= {72},
  text		= {Neurocomputing (IJON) 72(7-9):1414-1418 (2009)}
}

Deep belief networks. Hinton, G. E. Scholarpedia, 4(5): 5947. 2009.

link link bibtex

@Article{	  dblp2354403,
  title		= {Deep belief networks},
  author	= {Geoffrey E. Hinton},
  author_short	= {Hinton, G. E.},
  bibtype	= {article},
  type		= {article},
  year		= {2009},
  key		= {dblp2354403},
  id		= {dblp2354403},
  biburl	= {http://www.dblp.org/rec/bibtex/journals/scholarpedia/Hinton09}
		  ,
  url_link	= {http://www.scholarpedia.org/article/Deep_belief_networks},
  journal	= {Scholarpedia},
  pages		= {5947},
  number	= {5},
  volume	= {4},
  text		= {Scholarpedia 4(5):5947 (2009)}
}

Products of Hidden Markov Models: It Takes N>1 to Tango. Taylor, G. W.; and Hinton, G. E. In Proceedings of Uncertainty in Artificial Intelligence (UAI), pages 522-529, 2009.

Products of Hidden Markov Models: It Takes N>1 to Tango [link]

link link bibtex

@InProceedings{	  dblp2361648,
  title		= {Products of Hidden Markov Models: It Takes N&gt;1 to
		  Tango},
  author	= {Graham W. Taylor and Geoffrey E. Hinton},
  author_short	= {Taylor, G. W. and Hinton, G. E.},
  bibtype	= {inproceedings},
  type		= {inproceedings},
  year		= {2009},
  key		= {dblp2361648},
  id		= {dblp2361648},
  biburl	= {http://www.dblp.org/rec/bibtex/conf/uai/TaylorH09},
  url_link	= {http://uai.sis.pitt.edu/displayArticleDetails.jsp?mmnu=1&amp;smnu=2&amp;article_id=1638&amp;proceeding_id=25}
		  ,
  conference	= {UAI},
  pages		= {522-529},
  text		= {UAI 2009:522-529},
  booktitle	= {Proceedings of Uncertainty in Artificial Intelligence
		  (UAI)}
}

Deep Belief Networks for phone recognition. Mohamed, A.; Dahl, G.; and Hinton, G. NIPS 22 workshop on deep learning for speech recognition. 2009.

Deep Belief Networks for phone recognition [pdf]

pdf link bibtex 4 downloads

@Article{	  mohamed2009belief,
  added-at	= {2013-12-08T11:33:03.000+0100},
  author	= {Mohamed, A. and Dahl, G. and Hinton, G.},
  biburl	= {http://www.bibsonomy.org/bibtex/2cb209b8ab56560dcf97c15677a61d40a/prlz77}
		  ,
  interhash	= {f3eec2b16b3fb3d3fb77da6dd800a7dd},
  intrahash	= {cb209b8ab56560dcf97c15677a61d40a},
  journal	= {NIPS 22 workshop on deep learning for speech recognition},
  keywords	= {Deep Belief Networks},
  title		= {Deep Belief Networks for phone recognition},
  year		= {2009},
  url_pdf	= {absps/NIPS09_DBN_phone_rec.pdf}
}

2008 (10)

Improving a statistical language model by modulating the effects of context words. Yuecheng, Z.; Mnih, A.; and Hinton, G. E. In Proceedings of The European Symposium on Artificial Neural Networks (ESANN), pages 493-498, 2008.

Improving a statistical language model by modulating the effects of context words [pdf]

link

pdf link bibtex

@InProceedings{	  dblp2418264,
  title		= {Improving a statistical language model by modulating the
		  effects of context words},
  author	= {Zhang Yuecheng and Andriy Mnih and Geoffrey E. Hinton},
  author_short	= {Yuecheng, Z. and Mnih, A. and Hinton, G. E.},
  bibtype	= {inproceedings},
  type		= {inproceedings},
  year		= {2008},
  key		= {dblp2418264},
  id		= {dblp2418264},
  biburl	= {http://www.dblp.org/rec/bibtex/conf/esann/YuechengMH08},
  url_link	= {http://www.dice.ucl.ac.be/Proceedings/esann/esannpdf/es2008-116.pdf}
		  ,
  conference	= {ESANN},
  pages		= {493-498},
  text		= {ESANN 2008:493-498},
  booktitle	= {Proceedings of The European Symposium on Artificial Neural
		  Networks (ESANN)},
  url_pdf	= {absps/yuecheng.pdf}
}

Analysis-by-Synthesis by Learning to Invert Generative Black Boxes. Nair, V.; Susskind, J. M.; and Hinton, G. E. In Proceedings of International Conference on Artificial Neural Networks (ICANN), pages 971-981, 2008.

link

Analysis-by-Synthesis by Learning to Invert Generative Black Boxes [pdf]

pdf link bibtex 1 download

@InProceedings{	  dblp2438445,
  title		= {Analysis-by-Synthesis by Learning to Invert Generative
		  Black Boxes},
  author	= {Vinod Nair and Joshua M. Susskind and Geoffrey E. Hinton},
  author_short	= {Nair, V. and Susskind, J. M. and Hinton, G. E.},
  bibtype	= {inproceedings},
  type		= {inproceedings},
  year		= {2008},
  key		= {dblp2438445},
  id		= {dblp2438445},
  biburl	= {http://www.dblp.org/rec/bibtex/conf/icann/NairSH08},
  url_link	= {http://dx.doi.org/10.1007/978-3-540-87536-9_99},
  conference	= {ICANN},
  pages		= {971-981},
  text		= {ICANN 2008:971-981},
  booktitle	= {Proceedings of International Conference on Artificial
		  Neural Networks (ICANN)},
  url_pdf	= {absps/vinodicann.pdf}
}

A Scalable Hierarchical Distributed Language Model. Mnih, A.; and Hinton, G. E. In Proceedings of Neural Information Processing Systems (NIPS), pages 1081-1088, 2008.

A Scalable Hierarchical Distributed Language Model [pdf]

link

pdf