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ORCIDBibTeX records: Geoffrey E. Hinton
@article{DBLP:journals/neco/Hinton23,
author = {Geoffrey E. Hinton},
title = {How to Represent Part-Whole Hierarchies in a Neural Network},
journal = {Neural Comput.},
volume = {35},
number = {3},
pages = {413--452},
year = {2023},
url = {https://doi.org/10.1162/neco\_a\_01557},
doi = {10.1162/NECO\_A\_01557},
timestamp = {Tue, 07 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/neco/Hinton23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccv/ChenLSHF23,
author = {Ting Chen and
Lala Li and
Saurabh Saxena and
Geoffrey E. Hinton and
David J. Fleet},
title = {A Generalist Framework for Panoptic Segmentation of Images and Videos},
booktitle = {{IEEE/CVF} International Conference on Computer Vision, {ICCV} 2023,
Paris, France, October 1-6, 2023},
pages = {909--919},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICCV51070.2023.00090},
doi = {10.1109/ICCV51070.2023.00090},
timestamp = {Fri, 19 Jan 2024 17:50:41 +0100},
biburl = {https://dblp.org/rec/conf/iccv/ChenLSHF23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/ChenZH23,
author = {Ting Chen and
Ruixiang Zhang and
Geoffrey E. Hinton},
title = {Analog Bits: Generating Discrete Data using Diffusion Models with
Self-Conditioning},
booktitle = {The Eleventh International Conference on Learning Representations,
{ICLR} 2023, Kigali, Rwanda, May 1-5, 2023},
publisher = {OpenReview.net},
year = {2023},
url = {https://openreview.net/pdf?id=3itjR9QxFw},
timestamp = {Fri, 30 Jun 2023 14:38:38 +0200},
biburl = {https://dblp.org/rec/conf/iclr/ChenZH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/RenKLH23,
author = {Mengye Ren and
Simon Kornblith and
Renjie Liao and
Geoffrey E. Hinton},
title = {Scaling Forward Gradient With Local Losses},
booktitle = {The Eleventh International Conference on Learning Representations,
{ICLR} 2023, Kigali, Rwanda, May 1-5, 2023},
publisher = {OpenReview.net},
year = {2023},
url = {https://openreview.net/pdf?id=JxpBP1JM15-},
timestamp = {Fri, 30 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/RenKLH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-17688,
author = {Yoshua Bengio and
Geoffrey E. Hinton and
Andrew Yao and
Dawn Song and
Pieter Abbeel and
Yuval Noah Harari and
Ya{-}Qin Zhang and
Lan Xue and
Shai Shalev{-}Shwartz and
Gillian K. Hadfield and
Jeff Clune and
Tegan Maharaj and
Frank Hutter and
Atilim G{\"{u}}nes Baydin and
Sheila A. McIlraith and
Qiqi Gao and
Ashwin Acharya and
David Krueger and
Anca D. Dragan and
Philip H. S. Torr and
Stuart Russell and
Daniel Kahneman and
Jan Brauner and
S{\"{o}}ren Mindermann},
title = {Managing {AI} Risks in an Era of Rapid Progress},
journal = {CoRR},
volume = {abs/2310.17688},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.17688},
doi = {10.48550/ARXIV.2310.17688},
eprinttype = {arXiv},
eprint = {2310.17688},
timestamp = {Mon, 04 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-17688.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/ClarkGCPH022,
author = {Kevin Clark and
Kelvin Guu and
Ming{-}Wei Chang and
Panupong Pasupat and
Geoffrey E. Hinton and
Mohammad Norouzi},
editor = {Yoav Goldberg and
Zornitsa Kozareva and
Yue Zhang},
title = {Meta-Learning Fast Weight Language Models},
booktitle = {Proceedings of the 2022 Conference on Empirical Methods in Natural
Language Processing, {EMNLP} 2022, Abu Dhabi, United Arab Emirates,
December 7-11, 2022},
pages = {9751--9757},
publisher = {Association for Computational Linguistics},
year = {2022},
url = {https://doi.org/10.18653/v1/2022.emnlp-main.661},
doi = {10.18653/V1/2022.EMNLP-MAIN.661},
timestamp = {Thu, 10 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/ClarkGCPH022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/ChenSLFH22,
author = {Ting Chen and
Saurabh Saxena and
Lala Li and
David J. Fleet and
Geoffrey E. Hinton},
title = {Pix2seq: {A} Language Modeling Framework for Object Detection},
booktitle = {The Tenth International Conference on Learning Representations, {ICLR}
2022, Virtual Event, April 25-29, 2022},
publisher = {OpenReview.net},
year = {2022},
url = {https://openreview.net/forum?id=e42KbIw6Wb},
timestamp = {Wed, 19 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/ChenSLFH22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/0007SLLFH22,
author = {Ting Chen and
Saurabh Saxena and
Lala Li and
Tsung{-}Yi Lin and
David J. Fleet and
Geoffrey E. Hinton},
editor = {Sanmi Koyejo and
S. Mohamed and
A. Agarwal and
Danielle Belgrave and
K. Cho and
A. Oh},
title = {A Unified Sequence Interface for Vision Tasks},
booktitle = {Advances in Neural Information Processing Systems 35: Annual Conference
on Neural Information Processing Systems 2022, NeurIPS 2022, New Orleans,
LA, USA, November 28 - December 9, 2022},
year = {2022},
url = {http://papers.nips.cc/paper\_files/paper/2022/hash/cb0f9020c00fc52a9f6c9dbfacc6ac58-Abstract-Conference.html},
timestamp = {Mon, 08 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/0007SLLFH22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2205-09723,
author = {Shekoofeh Azizi and
Laura Culp and
Jan Freyberg and
Basil Mustafa and
Sebastien Baur and
Simon Kornblith and
Ting Chen and
Patricia MacWilliams and
S. Sara Mahdavi and
Ellery Wulczyn and
Boris Babenko and
Megan Wilson and
Aaron Loh and
Po{-}Hsuan Cameron Chen and
Yuan Liu and
Pinal Bavishi and
Scott Mayer McKinney and
Jim Winkens and
Abhijit Guha Roy and
Zachary Beaver and
Fiona Ryan and
Justin Krogue and
Mozziyar Etemadi and
Umesh Telang and
Yun Liu and
Lily Peng and
Gregory S. Corrado and
Dale R. Webster and
David J. Fleet and
Geoffrey E. Hinton and
Neil Houlsby and
Alan Karthikesalingam and
Mohammad Norouzi and
Vivek Natarajan},
title = {Robust and Efficient Medical Imaging with Self-Supervision},
journal = {CoRR},
volume = {abs/2205.09723},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2205.09723},
doi = {10.48550/ARXIV.2205.09723},
eprinttype = {arXiv},
eprint = {2205.09723},
timestamp = {Thu, 23 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2205-09723.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2206-07669,
author = {Ting Chen and
Saurabh Saxena and
Lala Li and
Tsung{-}Yi Lin and
David J. Fleet and
Geoffrey E. Hinton},
title = {A Unified Sequence Interface for Vision Tasks},
journal = {CoRR},
volume = {abs/2206.07669},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2206.07669},
doi = {10.48550/ARXIV.2206.07669},
eprinttype = {arXiv},
eprint = {2206.07669},
timestamp = {Wed, 19 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2206-07669.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2208-04202,
author = {Ting Chen and
Ruixiang Zhang and
Geoffrey E. Hinton},
title = {Analog Bits: Generating Discrete Data using Diffusion Models with
Self-Conditioning},
journal = {CoRR},
volume = {abs/2208.04202},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2208.04202},
doi = {10.48550/ARXIV.2208.04202},
eprinttype = {arXiv},
eprint = {2208.04202},
timestamp = {Wed, 10 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2208-04202.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-03310,
author = {Mengye Ren and
Simon Kornblith and
Renjie Liao and
Geoffrey E. Hinton},
title = {Scaling Forward Gradient With Local Losses},
journal = {CoRR},
volume = {abs/2210.03310},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2210.03310},
doi = {10.48550/ARXIV.2210.03310},
eprinttype = {arXiv},
eprint = {2210.03310},
timestamp = {Wed, 12 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2210-03310.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-06366,
author = {Ting Chen and
Lala Li and
Saurabh Saxena and
Geoffrey E. Hinton and
David J. Fleet},
title = {A Generalist Framework for Panoptic Segmentation of Images and Videos},
journal = {CoRR},
volume = {abs/2210.06366},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2210.06366},
doi = {10.48550/ARXIV.2210.06366},
eprinttype = {arXiv},
eprint = {2210.06366},
timestamp = {Wed, 19 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2210-06366.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-10318,
author = {Renjie Liao and
Simon Kornblith and
Mengye Ren and
David J. Fleet and
Geoffrey E. Hinton},
title = {Gaussian-Bernoulli RBMs Without Tears},
journal = {CoRR},
volume = {abs/2210.10318},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2210.10318},
doi = {10.48550/ARXIV.2210.10318},
eprinttype = {arXiv},
eprint = {2210.10318},
timestamp = {Mon, 24 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2210-10318.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2211-16564,
author = {Laura Culp and
Sara Sabour and
Geoffrey E. Hinton},
title = {Testing GLOM's ability to infer wholes from ambiguous parts},
journal = {CoRR},
volume = {abs/2211.16564},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2211.16564},
doi = {10.48550/ARXIV.2211.16564},
eprinttype = {arXiv},
eprint = {2211.16564},
timestamp = {Fri, 02 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2211-16564.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2212-02475,
author = {Kevin Clark and
Kelvin Guu and
Ming{-}Wei Chang and
Panupong Pasupat and
Geoffrey E. Hinton and
Mohammad Norouzi},
title = {Meta-Learning Fast Weight Language Models},
journal = {CoRR},
volume = {abs/2212.02475},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2212.02475},
doi = {10.48550/ARXIV.2212.02475},
eprinttype = {arXiv},
eprint = {2212.02475},
timestamp = {Thu, 08 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2212-02475.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2212-13345,
author = {Geoffrey E. Hinton},
title = {The Forward-Forward Algorithm: Some Preliminary Investigations},
journal = {CoRR},
volume = {abs/2212.13345},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2212.13345},
doi = {10.48550/ARXIV.2212.13345},
eprinttype = {arXiv},
eprint = {2212.13345},
timestamp = {Wed, 04 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2212-13345.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cacm/BengioLH21,
author = {Yoshua Bengio and
Yann LeCun and
Geoffrey E. Hinton},
title = {Deep learning for {AI}},
journal = {Commun. {ACM}},
volume = {64},
number = {7},
pages = {58--65},
year = {2021},
url = {https://doi.org/10.1145/3448250},
doi = {10.1145/3448250},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cacm/BengioLH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/RaghuRKDH21,
author = {Aniruddh Raghu and
Maithra Raghu and
Simon Kornblith and
David Duvenaud and
Geoffrey E. Hinton},
title = {Teaching with Commentaries},
booktitle = {9th International Conference on Learning Representations, {ICLR} 2021,
Virtual Event, Austria, May 3-7, 2021},
publisher = {OpenReview.net},
year = {2021},
url = {https://openreview.net/forum?id=4RbdgBh9gE},
timestamp = {Wed, 23 Jun 2021 17:36:39 +0200},
biburl = {https://dblp.org/rec/conf/iclr/RaghuRKDH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/SabourTYHF21,
author = {Sara Sabour and
Andrea Tagliasacchi and
Soroosh Yazdani and
Geoffrey E. Hinton and
David J. Fleet},
editor = {Marina Meila and
Tong Zhang},
title = {Unsupervised Part Representation by Flow Capsules},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {9213--9223},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/sabour21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/SabourTYHF21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/AgarwalMFZLCH21,
author = {Rishabh Agarwal and
Levi Melnick and
Nicholas Frosst and
Xuezhou Zhang and
Benjamin J. Lengerich and
Rich Caruana and
Geoffrey E. Hinton},
editor = {Marc'Aurelio Ranzato and
Alina Beygelzimer and
Yann N. Dauphin and
Percy Liang and
Jennifer Wortman Vaughan},
title = {Neural Additive Models: Interpretable Machine Learning with Neural
Nets},
booktitle = {Advances in Neural Information Processing Systems 34: Annual Conference
on Neural Information Processing Systems 2021, NeurIPS 2021, December
6-14, 2021, virtual},
pages = {4699--4711},
year = {2021},
url = {https://proceedings.neurips.cc/paper/2021/hash/251bd0442dfcc53b5a761e050f8022b8-Abstract.html},
timestamp = {Fri, 10 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/AgarwalMFZLCH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/SunTDSYHY21,
author = {Weiwei Sun and
Andrea Tagliasacchi and
Boyang Deng and
Sara Sabour and
Soroosh Yazdani and
Geoffrey E. Hinton and
Kwang Moo Yi},
editor = {Marc'Aurelio Ranzato and
Alina Beygelzimer and
Yann N. Dauphin and
Percy Liang and
Jennifer Wortman Vaughan},
title = {Canonical Capsules: Self-Supervised Capsules in Canonical Pose},
booktitle = {Advances in Neural Information Processing Systems 34: Annual Conference
on Neural Information Processing Systems 2021, NeurIPS 2021, December
6-14, 2021, virtual},
pages = {24993--25005},
year = {2021},
url = {https://proceedings.neurips.cc/paper/2021/hash/d1ee59e20ad01cedc15f5118a7626099-Abstract.html},
timestamp = {Tue, 03 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/SunTDSYHY21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2102-12627,
author = {Geoffrey E. Hinton},
title = {How to represent part-whole hierarchies in a neural network},
journal = {CoRR},
volume = {abs/2102.12627},
year = {2021},
url = {https://arxiv.org/abs/2102.12627},
eprinttype = {arXiv},
eprint = {2102.12627},
timestamp = {Tue, 02 Mar 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2102-12627.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2109-10852,
author = {Ting Chen and
Saurabh Saxena and
Lala Li and
David J. Fleet and
Geoffrey E. Hinton},
title = {Pix2seq: {A} Language Modeling Framework for Object Detection},
journal = {CoRR},
volume = {abs/2109.10852},
year = {2021},
url = {https://arxiv.org/abs/2109.10852},
eprinttype = {arXiv},
eprint = {2109.10852},
timestamp = {Wed, 19 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2109-10852.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/DengGYBHT20,
author = {Boyang Deng and
Kyle Genova and
Soroosh Yazdani and
Sofien Bouaziz and
Geoffrey E. Hinton and
Andrea Tagliasacchi},
title = {CvxNet: Learnable Convex Decomposition},
booktitle = {2020 {IEEE/CVF} Conference on Computer Vision and Pattern Recognition,
{CVPR} 2020, Seattle, WA, USA, June 13-19, 2020},
pages = {31--41},
publisher = {Computer Vision Foundation / {IEEE}},
year = {2020},
url = {https://openaccess.thecvf.com/content\_CVPR\_2020/html/Deng\_CvxNet\_Learnable\_Convex\_Decomposition\_CVPR\_2020\_paper.html},
doi = {10.1109/CVPR42600.2020.00011},
timestamp = {Tue, 31 Aug 2021 14:00:04 +0200},
biburl = {https://dblp.org/rec/conf/cvpr/DengGYBHT20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eccv/DengLJPH0T20,
author = {Boyang Deng and
John P. Lewis and
Timothy Jeruzalski and
Gerard Pons{-}Moll and
Geoffrey E. Hinton and
Mohammad Norouzi and
Andrea Tagliasacchi},
editor = {Andrea Vedaldi and
Horst Bischof and
Thomas Brox and
Jan{-}Michael Frahm},
title = {{NASA} Neural Articulated Shape Approximation},
booktitle = {Computer Vision - {ECCV} 2020 - 16th European Conference, Glasgow,
UK, August 23-28, 2020, Proceedings, Part {VII}},
series = {Lecture Notes in Computer Science},
volume = {12352},
pages = {612--628},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-58571-6\_36},
doi = {10.1007/978-3-030-58571-6\_36},
timestamp = {Tue, 10 Nov 2020 13:24:15 +0100},
biburl = {https://dblp.org/rec/conf/eccv/DengLJPH0T20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/QinFSRCH20,
author = {Yao Qin and
Nicholas Frosst and
Sara Sabour and
Colin Raffel and
Garrison W. Cottrell and
Geoffrey E. Hinton},
title = {Detecting and Diagnosing Adversarial Images with Class-Conditional
Capsule Reconstructions},
booktitle = {8th International Conference on Learning Representations, {ICLR} 2020,
Addis Ababa, Ethiopia, April 26-30, 2020},
publisher = {OpenReview.net},
year = {2020},
url = {https://openreview.net/forum?id=Skgy464Kvr},
timestamp = {Mon, 11 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iclr/QinFSRCH20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ChanSH0J20,
author = {William Chan and
Chitwan Saharia and
Geoffrey E. Hinton and
Mohammad Norouzi and
Navdeep Jaitly},
title = {Imputer: Sequence Modelling via Imputation and Dynamic Programming},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {1403--1413},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/chan20b.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/ChanSH0J20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ChenK0H20,
author = {Ting Chen and
Simon Kornblith and
Mohammad Norouzi and
Geoffrey E. Hinton},
title = {A Simple Framework for Contrastive Learning of Visual Representations},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {1597--1607},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/chen20j.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/ChenK0H20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/ChenKSNH20,
author = {Ting Chen and
Simon Kornblith and
Kevin Swersky and
Mohammad Norouzi and
Geoffrey E. Hinton},
editor = {Hugo Larochelle and
Marc'Aurelio Ranzato and
Raia Hadsell and
Maria{-}Florina Balcan and
Hsuan{-}Tien Lin},
title = {Big Self-Supervised Models are Strong Semi-Supervised Learners},
booktitle = {Advances in Neural Information Processing Systems 33: Annual Conference
on Neural Information Processing Systems 2020, NeurIPS 2020, December
6-12, 2020, virtual},
year = {2020},
url = {https://proceedings.neurips.cc/paper/2020/hash/fcbc95ccdd551da181207c0c1400c655-Abstract.html},
timestamp = {Tue, 19 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/ChenKSNH20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigir/Hinton20,
author = {Geoffrey E. Hinton},
editor = {Jimmy X. Huang and
Yi Chang and
Xueqi Cheng and
Jaap Kamps and
Vanessa Murdock and
Ji{-}Rong Wen and
Yiqun Liu},
title = {The Next Generation of Neural Networks},
booktitle = {Proceedings of the 43rd International {ACM} {SIGIR} conference on
research and development in Information Retrieval, {SIGIR} 2020, Virtual
Event, China, July 25-30, 2020},
pages = {1},
publisher = {{ACM}},
year = {2020},
url = {https://doi.org/10.1145/3397271.3402425},
doi = {10.1145/3397271.3402425},
timestamp = {Sun, 02 Oct 2022 16:15:14 +0200},
biburl = {https://dblp.org/rec/conf/sigir/Hinton20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2002-03936,
author = {Rafael M{\"{u}}ller and
Simon Kornblith and
Geoffrey E. Hinton},
title = {Subclass Distillation},
journal = {CoRR},
volume = {abs/2002.03936},
year = {2020},
url = {https://arxiv.org/abs/2002.03936},
eprinttype = {arXiv},
eprint = {2002.03936},
timestamp = {Wed, 12 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2002-03936.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2002-05709,
author = {Ting Chen and
Simon Kornblith and
Mohammad Norouzi and
Geoffrey E. Hinton},
title = {A Simple Framework for Contrastive Learning of Visual Representations},
journal = {CoRR},
volume = {abs/2002.05709},
year = {2020},
url = {https://arxiv.org/abs/2002.05709},
eprinttype = {arXiv},
eprint = {2002.05709},
timestamp = {Fri, 14 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2002-05709.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2002-07405,
author = {Yao Qin and
Nicholas Frosst and
Colin Raffel and
Garrison W. Cottrell and
Geoffrey E. Hinton},
title = {Deflecting Adversarial Attacks},
journal = {CoRR},
volume = {abs/2002.07405},
year = {2020},
url = {https://arxiv.org/abs/2002.07405},
eprinttype = {arXiv},
eprint = {2002.07405},
timestamp = {Mon, 11 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2002-07405.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2002-08926,
author = {William Chan and
Chitwan Saharia and
Geoffrey E. Hinton and
Mohammad Norouzi and
Navdeep Jaitly},
title = {Imputer: Sequence Modelling via Imputation and Dynamic Programming},
journal = {CoRR},
volume = {abs/2002.08926},
year = {2020},
url = {https://arxiv.org/abs/2002.08926},
eprinttype = {arXiv},
eprint = {2002.08926},
timestamp = {Tue, 03 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2002-08926.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2004-13912,
author = {Rishabh Agarwal and
Nicholas Frosst and
Xuezhou Zhang and
Rich Caruana and
Geoffrey E. Hinton},
title = {Neural Additive Models: Interpretable Machine Learning with Neural
Nets},
journal = {CoRR},
volume = {abs/2004.13912},
year = {2020},
url = {https://arxiv.org/abs/2004.13912},
eprinttype = {arXiv},
eprint = {2004.13912},
timestamp = {Fri, 10 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2004-13912.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-10029,
author = {Ting Chen and
Simon Kornblith and
Kevin Swersky and
Mohammad Norouzi and
Geoffrey E. Hinton},
title = {Big Self-Supervised Models are Strong Semi-Supervised Learners},
journal = {CoRR},
volume = {abs/2006.10029},
year = {2020},
url = {https://arxiv.org/abs/2006.10029},
eprinttype = {arXiv},
eprint = {2006.10029},
timestamp = {Tue, 23 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2006-10029.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2011-03037,
author = {Aniruddh Raghu and
Maithra Raghu and
Simon Kornblith and
David Duvenaud and
Geoffrey E. Hinton},
title = {Teaching with Commentaries},
journal = {CoRR},
volume = {abs/2011.03037},
year = {2020},
url = {https://arxiv.org/abs/2011.03037},
eprinttype = {arXiv},
eprint = {2011.03037},
timestamp = {Mon, 09 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2011-03037.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2011-13920,
author = {Sara Sabour and
Andrea Tagliasacchi and
Soroosh Yazdani and
Geoffrey E. Hinton and
David J. Fleet},
title = {Unsupervised part representation by Flow Capsules},
journal = {CoRR},
volume = {abs/2011.13920},
year = {2020},
url = {https://arxiv.org/abs/2011.13920},
eprinttype = {arXiv},
eprint = {2011.13920},
timestamp = {Tue, 01 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2011-13920.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2012-04718,
author = {Weiwei Sun and
Andrea Tagliasacchi and
Boyang Deng and
Sara Sabour and
Soroosh Yazdani and
Geoffrey E. Hinton and
Kwang Moo Yi},
title = {Canonical Capsules: Unsupervised Capsules in Canonical Pose},
journal = {CoRR},
volume = {abs/2012.04718},
year = {2020},
url = {https://arxiv.org/abs/2012.04718},
eprinttype = {arXiv},
eprint = {2012.04718},
timestamp = {Sat, 02 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2012-04718.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/FrosstPH19,
author = {Nicholas Frosst and
Nicolas Papernot and
Geoffrey E. Hinton},
editor = {Kamalika Chaudhuri and
Ruslan Salakhutdinov},
title = {Analyzing and Improving Representations with the Soft Nearest Neighbor
Loss},
booktitle = {Proceedings of the 36th International Conference on Machine Learning,
{ICML} 2019, 9-15 June 2019, Long Beach, California, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {97},
pages = {2012--2020},
publisher = {{PMLR}},
year = {2019},
url = {http://proceedings.mlr.press/v97/frosst19a.html},
timestamp = {Tue, 11 Jun 2019 15:37:38 +0200},
biburl = {https://dblp.org/rec/conf/icml/FrosstPH19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/Kornblith0LH19,
author = {Simon Kornblith and
Mohammad Norouzi and
Honglak Lee and
Geoffrey E. Hinton},
editor = {Kamalika Chaudhuri and
Ruslan Salakhutdinov},
title = {Similarity of Neural Network Representations Revisited},
booktitle = {Proceedings of the 36th International Conference on Machine Learning,
{ICML} 2019, 9-15 June 2019, Long Beach, California, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {97},
pages = {3519--3529},
publisher = {{PMLR}},
year = {2019},
url = {http://proceedings.mlr.press/v97/kornblith19a.html},
timestamp = {Tue, 11 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/Kornblith0LH19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/MullerKH19,
author = {Rafael M{\"{u}}ller and
Simon Kornblith and
Geoffrey E. Hinton},
editor = {Hanna M. Wallach and
Hugo Larochelle and
Alina Beygelzimer and
Florence d'Alch{\'{e}}{-}Buc and
Emily B. Fox and
Roman Garnett},
title = {When does label smoothing help?},
booktitle = {Advances in Neural Information Processing Systems 32: Annual Conference
on Neural Information Processing Systems 2019, NeurIPS 2019, December
8-14, 2019, Vancouver, BC, Canada},
pages = {4696--4705},
year = {2019},
url = {https://proceedings.neurips.cc/paper/2019/hash/f1748d6b0fd9d439f71450117eba2725-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/MullerKH19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/ZhangLBH19,
author = {Michael R. Zhang and
James Lucas and
Jimmy Ba and
Geoffrey E. Hinton},
editor = {Hanna M. Wallach and
Hugo Larochelle and
Alina Beygelzimer and
Florence d'Alch{\'{e}}{-}Buc and
Emily B. Fox and
Roman Garnett},
title = {Lookahead Optimizer: k steps forward, 1 step back},
booktitle = {Advances in Neural Information Processing Systems 32: Annual Conference
on Neural Information Processing Systems 2019, NeurIPS 2019, December
8-14, 2019, Vancouver, BC, Canada},
pages = {9593--9604},
year = {2019},
url = {https://proceedings.neurips.cc/paper/2019/hash/90fd4f88f588ae64038134f1eeaa023f-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/ZhangLBH19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/KosiorekSTH19,
author = {Adam R. Kosiorek and
Sara Sabour and
Yee Whye Teh and
Geoffrey E. Hinton},
editor = {Hanna M. Wallach and
Hugo Larochelle and
Alina Beygelzimer and
Florence d'Alch{\'{e}}{-}Buc and
Emily B. Fox and
Roman Garnett},
title = {Stacked Capsule Autoencoders},
booktitle = {Advances in Neural Information Processing Systems 32: Annual Conference
on Neural Information Processing Systems 2019, NeurIPS 2019, December
8-14, 2019, Vancouver, BC, Canada},
pages = {15486--15496},
year = {2019},
url = {https://proceedings.neurips.cc/paper/2019/hash/2e0d41e02c5be4668ec1b0730b3346a8-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/KosiorekSTH19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1902-01889,
author = {Nicholas Frosst and
Nicolas Papernot and
Geoffrey E. Hinton},
title = {Analyzing and Improving Representations with the Soft Nearest Neighbor
Loss},
journal = {CoRR},
volume = {abs/1902.01889},
year = {2019},
url = {http://arxiv.org/abs/1902.01889},
eprinttype = {arXiv},
eprint = {1902.01889},
timestamp = {Tue, 21 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1902-01889.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1905-00414,
author = {Simon Kornblith and
Mohammad Norouzi and
Honglak Lee and
Geoffrey E. Hinton},
title = {Similarity of Neural Network Representations Revisited},
journal = {CoRR},
volume = {abs/1905.00414},
year = {2019},
url = {http://arxiv.org/abs/1905.00414},
eprinttype = {arXiv},
eprint = {1905.00414},
timestamp = {Mon, 27 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1905-00414.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1905-11940,
author = {Boyang Deng and
Simon Kornblith and
Geoffrey E. Hinton},
title = {Cerberus: {A} Multi-headed Derenderer},
journal = {CoRR},
volume = {abs/1905.11940},
year = {2019},
url = {http://arxiv.org/abs/1905.11940},
eprinttype = {arXiv},
eprint = {1905.11940},
timestamp = {Mon, 03 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1905-11940.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1905-13678,
author = {Aidan N. Gomez and
Ivan Zhang and
Kevin Swersky and
Yarin Gal and
Geoffrey E. Hinton},
title = {Learning Sparse Networks Using Targeted Dropout},
journal = {CoRR},
volume = {abs/1905.13678},
year = {2019},
url = {http://arxiv.org/abs/1905.13678},
eprinttype = {arXiv},
eprint = {1905.13678},
timestamp = {Mon, 03 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1905-13678.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1906-02629,
author = {Rafael M{\"{u}}ller and
Simon Kornblith and
Geoffrey E. Hinton},
title = {When Does Label Smoothing Help?},
journal = {CoRR},
volume = {abs/1906.02629},
year = {2019},
url = {http://arxiv.org/abs/1906.02629},
eprinttype = {arXiv},
eprint = {1906.02629},
timestamp = {Thu, 13 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1906-02629.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1906-06818,
author = {Adam R. Kosiorek and
Sara Sabour and
Yee Whye Teh and
Geoffrey E. Hinton},
title = {Stacked Capsule Autoencoders},
journal = {CoRR},
volume = {abs/1906.06818},
year = {2019},
url = {http://arxiv.org/abs/1906.06818},
eprinttype = {arXiv},
eprint = {1906.06818},
timestamp = {Mon, 24 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1906-06818.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1907-02957,
author = {Yao Qin and
Nicholas Frosst and
Sara Sabour and
Colin Raffel and
Garrison W. Cottrell and
Geoffrey E. Hinton},
title = {Detecting and Diagnosing Adversarial Images with Class-Conditional
Capsule Reconstructions},
journal = {CoRR},
volume = {abs/1907.02957},
year = {2019},
url = {http://arxiv.org/abs/1907.02957},
eprinttype = {arXiv},
eprint = {1907.02957},
timestamp = {Mon, 11 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1907-02957.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1907-08610,
author = {Michael R. Zhang and
James Lucas and
Geoffrey E. Hinton and
Jimmy Ba},
title = {Lookahead Optimizer: k steps forward, 1 step back},
journal = {CoRR},
volume = {abs/1907.08610},
year = {2019},
url = {http://arxiv.org/abs/1907.08610},
eprinttype = {arXiv},
eprint = {1907.08610},
timestamp = {Tue, 23 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1907-08610.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1909-05736,
author = {Boyang Deng and
Kyle Genova and
Soroosh Yazdani and
Sofien Bouaziz and
Geoffrey E. Hinton and
Andrea Tagliasacchi},
title = {CvxNets: Learnable Convex Decomposition},
journal = {CoRR},
volume = {abs/1909.05736},
year = {2019},
url = {http://arxiv.org/abs/1909.05736},
eprinttype = {arXiv},
eprint = {1909.05736},
timestamp = {Wed, 18 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1909-05736.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1912-03207,
author = {Timothy Jeruzalski and
Boyang Deng and
Mohammad Norouzi and
John P. Lewis and
Geoffrey E. Hinton and
Andrea Tagliasacchi},
title = {{NASA:} Neural Articulated Shape Approximation},
journal = {CoRR},
volume = {abs/1912.03207},
year = {2019},
url = {http://arxiv.org/abs/1912.03207},
eprinttype = {arXiv},
eprint = {1912.03207},
timestamp = {Thu, 02 Jan 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1912-03207.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/GuanGDH18,
author = {Melody Y. Guan and
Varun Gulshan and
Andrew M. Dai and
Geoffrey E. Hinton},
editor = {Sheila A. McIlraith and
Kilian Q. Weinberger},
title = {Who Said What: Modeling Individual Labelers Improves Classification},
booktitle = {Proceedings of the Thirty-Second {AAAI} Conference on Artificial Intelligence,
(AAAI-18), the 30th innovative Applications of Artificial Intelligence
(IAAI-18), and the 8th {AAAI} Symposium on Educational Advances in
Artificial Intelligence (EAAI-18), New Orleans, Louisiana, USA, February
2-7, 2018},
pages = {3109--3118},
publisher = {{AAAI} Press},
year = {2018},
url = {https://doi.org/10.1609/aaai.v32i1.11756},
doi = {10.1609/AAAI.V32I1.11756},
timestamp = {Mon, 04 Sep 2023 12:29:24 +0200},
biburl = {https://dblp.org/rec/conf/aaai/GuanGDH18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/KirosCH18,
author = {Jamie Ryan Kiros and
William Chan and
Geoffrey E. Hinton},
editor = {Iryna Gurevych and
Yusuke Miyao},
title = {Illustrative Language Understanding: Large-Scale Visual Grounding
with Image Search},
booktitle = {Proceedings of the 56th Annual Meeting of the Association for Computational
Linguistics, {ACL} 2018, Melbourne, Australia, July 15-20, 2018, Volume
1: Long Papers},
pages = {922--933},
publisher = {Association for Computational Linguistics},
year = {2018},
url = {https://aclanthology.org/P18-1085/},
doi = {10.18653/V1/P18-1085},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acl/KirosCH18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/AnilPPODH18,
author = {Rohan Anil and
Gabriel Pereyra and
Alexandre Passos and
R{\'{o}}bert Orm{\'{a}}ndi and
George E. Dahl and
Geoffrey E. Hinton},
title = {Large scale distributed neural network training through online distillation},
booktitle = {6th International Conference on Learning Representations, {ICLR} 2018,
Vancouver, BC, Canada, April 30 - May 3, 2018, Conference Track Proceedings},
publisher = {OpenReview.net},
year = {2018},
url = {https://openreview.net/forum?id=rkr1UDeC-},
timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/AnilPPODH18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/HintonSF18,
author = {Geoffrey E. Hinton and
Sara Sabour and
Nicholas Frosst},
title = {Matrix capsules with {EM} routing},
booktitle = {6th International Conference on Learning Representations, {ICLR} 2018,
Vancouver, BC, Canada, April 30 - May 3, 2018, Conference Track Proceedings},
publisher = {OpenReview.net},
year = {2018},
url = {https://openreview.net/forum?id=HJWLfGWRb},
timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/HintonSF18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/BartunovSRMHL18,
author = {Sergey Bartunov and
Adam Santoro and
Blake A. Richards and
Luke Marris and
Geoffrey E. Hinton and
Timothy P. Lillicrap},
editor = {Samy Bengio and
Hanna M. Wallach and
Hugo Larochelle and
Kristen Grauman and
Nicol{\`{o}} Cesa{-}Bianchi and
Roman Garnett},
title = {Assessing the Scalability of Biologically-Motivated Deep Learning
Algorithms and Architectures},
booktitle = {Advances in Neural Information Processing Systems 31: Annual Conference
on Neural Information Processing Systems 2018, NeurIPS 2018, December
3-8, 2018, Montr{\'{e}}al, Canada},
pages = {9390--9400},
year = {2018},
url = {https://proceedings.neurips.cc/paper/2018/hash/63c3ddcc7b23daa1e42dc41f9a44a873-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/BartunovSRMHL18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1804-03235,
author = {Rohan Anil and
Gabriel Pereyra and
Alexandre Passos and
R{\'{o}}bert Orm{\'{a}}ndi and
George E. Dahl and
Geoffrey E. Hinton},
title = {Large scale distributed neural network training through online distillation},
journal = {CoRR},
volume = {abs/1804.03235},
year = {2018},
url = {http://arxiv.org/abs/1804.03235},
eprinttype = {arXiv},
eprint = {1804.03235},
timestamp = {Fri, 22 Feb 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1804-03235.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1807-04587,
author = {Sergey Bartunov and
Adam Santoro and
Blake A. Richards and
Geoffrey E. Hinton and
Timothy P. Lillicrap},
title = {Assessing the Scalability of Biologically-Motivated Deep Learning
Algorithms and Architectures},
journal = {CoRR},
volume = {abs/1807.04587},
year = {2018},
url = {http://arxiv.org/abs/1807.04587},
eprinttype = {arXiv},
eprint = {1807.04587},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1807-04587.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1811-06969,
author = {Nicholas Frosst and
Sara Sabour and
Geoffrey E. Hinton},
title = {{DARCCC:} Detecting Adversaries by Reconstruction from Class Conditional
Capsules},
journal = {CoRR},
volume = {abs/1811.06969},
year = {2018},
url = {http://arxiv.org/abs/1811.06969},
eprinttype = {arXiv},
eprint = {1811.06969},
timestamp = {Sun, 25 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1811-06969.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cacm/KrizhevskySH17,
author = {Alex Krizhevsky and
Ilya Sutskever and
Geoffrey E. Hinton},
title = {ImageNet classification with deep convolutional neural networks},
journal = {Commun. {ACM}},
volume = {60},
number = {6},
pages = {84--90},
year = {2017},
url = {https://doi.org/10.1145/3065386},
doi = {10.1145/3065386},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/cacm/KrizhevskySH17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aiia/FrosstH17,
author = {Nicholas Frosst and
Geoffrey E. Hinton},
editor = {Tarek R. Besold and
Oliver Kutz},
title = {Distilling a Neural Network Into a Soft Decision Tree},
booktitle = {Proceedings of the First International Workshop on Comprehensibility
and Explanation in {AI} and {ML} 2017 co-located with 16th International
Conference of the Italian Association for Artificial Intelligence
(AI*IA 2017), Bari, Italy, November 16th and 17th, 2017},
series = {{CEUR} Workshop Proceedings},
volume = {2071},
publisher = {CEUR-WS.org},
year = {2017},
url = {https://ceur-ws.org/Vol-2071/CExAIIA\_2017\_paper\_3.pdf},
timestamp = {Fri, 10 Mar 2023 16:23:00 +0100},
biburl = {https://dblp.org/rec/conf/aiia/FrosstH17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/PereyraTCKH17,
author = {Gabriel Pereyra and
George Tucker and
Jan Chorowski and
Lukasz Kaiser and
Geoffrey E. Hinton},
title = {Regularizing Neural Networks by Penalizing Confident Output Distributions},
booktitle = {5th International Conference on Learning Representations, {ICLR} 2017,
Toulon, France, April 24-26, 2017, Workshop Track Proceedings},
publisher = {OpenReview.net},
year = {2017},
url = {https://openreview.net/forum?id=HyhbYrGYe},
timestamp = {Thu, 04 Apr 2019 13:20:08 +0200},
biburl = {https://dblp.org/rec/conf/iclr/PereyraTCKH17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/ShazeerMMDLHD17,
author = {Noam Shazeer and
Azalia Mirhoseini and
Krzysztof Maziarz and
Andy Davis and
Quoc V. Le and
Geoffrey E. Hinton and
Jeff Dean},
title = {Outrageously Large Neural Networks: The Sparsely-Gated Mixture-of-Experts
Layer},
booktitle = {5th International Conference on Learning Representations, {ICLR} 2017,
Toulon, France, April 24-26, 2017, Conference Track Proceedings},
publisher = {OpenReview.net},
year = {2017},
url = {https://openreview.net/forum?id=B1ckMDqlg},
timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/ShazeerMMDLHD17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/SabourFH17,
author = {Sara Sabour and
Nicholas Frosst and
Geoffrey E. Hinton},
editor = {Isabelle Guyon and
Ulrike von Luxburg and
Samy Bengio and
Hanna M. Wallach and
Rob Fergus and
S. V. N. Vishwanathan and
Roman Garnett},
title = {Dynamic Routing Between Capsules},
booktitle = {Advances in Neural Information Processing Systems 30: Annual Conference
on Neural Information Processing Systems 2017, December 4-9, 2017,
Long Beach, CA, {USA}},
pages = {3856--3866},
year = {2017},
url = {https://proceedings.neurips.cc/paper/2017/hash/2cad8fa47bbef282badbb8de5374b894-Abstract.html},
timestamp = {Thu, 21 Jan 2021 13:58:27 +0100},
biburl = {https://dblp.org/rec/conf/nips/SabourFH17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:reference/ml/Hinton17,
author = {Geoffrey E. Hinton},
editor = {Claude Sammut and
Geoffrey I. Webb},
title = {Boltzmann Machines},
booktitle = {Encyclopedia of Machine Learning and Data Mining},
pages = {164--168},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-1-4899-7687-1\_31},
doi = {10.1007/978-1-4899-7687-1\_31},
timestamp = {Wed, 12 Jul 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/reference/ml/Hinton17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:reference/ml/Hinton17a,
author = {Geoffrey E. Hinton},
editor = {Claude Sammut and
Geoffrey I. Webb},
title = {Deep Belief Nets},
booktitle = {Encyclopedia of Machine Learning and Data Mining},
pages = {335--338},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-1-4899-7687-1\_67},
doi = {10.1007/978-1-4899-7687-1\_67},
timestamp = {Wed, 12 Jul 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/reference/ml/Hinton17a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ShazeerMMDLHD17,
author = {Noam Shazeer and
Azalia Mirhoseini and
Krzysztof Maziarz and
Andy Davis and
Quoc V. Le and
Geoffrey E. Hinton and
Jeff Dean},
title = {Outrageously Large Neural Networks: The Sparsely-Gated Mixture-of-Experts
Layer},
journal = {CoRR},
volume = {abs/1701.06538},
year = {2017},
url = {http://arxiv.org/abs/1701.06538},
eprinttype = {arXiv},
eprint = {1701.06538},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/ShazeerMMDLHD17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/PereyraTCKH17,
author = {Gabriel Pereyra and
George Tucker and
Jan Chorowski and
Lukasz Kaiser and
Geoffrey E. Hinton},
title = {Regularizing Neural Networks by Penalizing Confident Output Distributions},
journal = {CoRR},
volume = {abs/1701.06548},
year = {2017},
url = {http://arxiv.org/abs/1701.06548},
eprinttype = {arXiv},
eprint = {1701.06548},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/PereyraTCKH17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/GuanGDH17,
author = {Melody Y. Guan and
Varun Gulshan and
Andrew M. Dai and
Geoffrey E. Hinton},
title = {Who Said What: Modeling Individual Labelers Improves Classification},
journal = {CoRR},
volume = {abs/1703.08774},
year = {2017},
url = {http://arxiv.org/abs/1703.08774},
eprinttype = {arXiv},
eprint = {1703.08774},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/GuanGDH17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1710-09829,
author = {Sara Sabour and
Nicholas Frosst and
Geoffrey E. Hinton},
title = {Dynamic Routing Between Capsules},
journal = {CoRR},
volume = {abs/1710.09829},
year = {2017},
url = {http://arxiv.org/abs/1710.09829},
eprinttype = {arXiv},
eprint = {1710.09829},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1710-09829.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1711-09784,
author = {Nicholas Frosst and
Geoffrey E. Hinton},
title = {Distilling a Neural Network Into a Soft Decision Tree},
journal = {CoRR},
volume = {abs/1711.09784},
year = {2017},
url = {http://arxiv.org/abs/1711.09784},
eprinttype = {arXiv},
eprint = {1711.09784},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1711-09784.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/EslamiHWTSKH16,
author = {S. M. Ali Eslami and
Nicolas Heess and
Theophane Weber and
Yuval Tassa and
David Szepesvari and
Koray Kavukcuoglu and
Geoffrey E. Hinton},
editor = {Daniel D. Lee and
Masashi Sugiyama and
Ulrike von Luxburg and
Isabelle Guyon and
Roman Garnett},
title = {Attend, Infer, Repeat: Fast Scene Understanding with Generative Models},
booktitle = {Advances in Neural Information Processing Systems 29: Annual Conference
on Neural Information Processing Systems 2016, December 5-10, 2016,
Barcelona, Spain},
pages = {3225--3233},
year = {2016},
url = {https://proceedings.neurips.cc/paper/2016/hash/52947e0ade57a09e4a1386d08f17b656-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/EslamiHWTSKH16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/BaHMLI16,
author = {Jimmy Ba and
Geoffrey E. Hinton and
Volodymyr Mnih and
Joel Z. Leibo and
Catalin Ionescu},
editor = {Daniel D. Lee and
Masashi Sugiyama and
Ulrike von Luxburg and
Isabelle Guyon and
Roman Garnett},
title = {Using Fast Weights to Attend to the Recent Past},
booktitle = {Advances in Neural Information Processing Systems 29: Annual Conference
on Neural Information Processing Systems 2016, December 5-10, 2016,
Barcelona, Spain},
pages = {4331--4339},
year = {2016},
url = {https://proceedings.neurips.cc/paper/2016/hash/9f44e956e3a2b7b5598c625fcc802c36-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/BaHMLI16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/EslamiHWTKH16,
author = {S. M. Ali Eslami and
Nicolas Heess and
Theophane Weber and
Yuval Tassa and
Koray Kavukcuoglu and
Geoffrey E. Hinton},
title = {Attend, Infer, Repeat: Fast Scene Understanding with Generative Models},
journal = {CoRR},
volume = {abs/1603.08575},
year = {2016},
url = {http://arxiv.org/abs/1603.08575},
eprinttype = {arXiv},
eprint = {1603.08575},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/EslamiHWTKH16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/BaKH16,
author = {Lei Jimmy Ba and
Jamie Ryan Kiros and
Geoffrey E. Hinton},
title = {Layer Normalization},
journal = {CoRR},
volume = {abs/1607.06450},
year = {2016},
url = {http://arxiv.org/abs/1607.06450},
eprinttype = {arXiv},
eprint = {1607.06450},
timestamp = {Tue, 23 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/BaKH16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/BaHMLI16,
author = {Jimmy Ba and
Geoffrey E. Hinton and
Volodymyr Mnih and
Joel Z. Leibo and
Catalin Ionescu},
title = {Using Fast Weights to Attend to the Recent Past},
journal = {CoRR},
volume = {abs/1610.06258},
year = {2016},
url = {http://arxiv.org/abs/1610.06258},
eprinttype = {arXiv},
eprint = {1610.06258},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/BaHMLI16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijcv/RanzatoHL15,
author = {Marc'Aurelio Ranzato and
Geoffrey E. Hinton and
Yann LeCun},
title = {Guest Editorial: Deep Learning},
journal = {Int. J. Comput. Vis.},
volume = {113},
number = {1},
pages = {1--2},
year = {2015},
url = {https://doi.org/10.1007/s11263-015-0813-1},
doi = {10.1007/S11263-015-0813-1},
timestamp = {Fri, 13 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijcv/RanzatoHL15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nature/LeCunBH15,
author = {Yann LeCun and
Yoshua Bengio and
Geoffrey E. Hinton},
title = {Deep learning},
journal = {Nat.},
volume = {521},
number = {7553},
pages = {436--444},
year = {2015},
url = {https://doi.org/10.1038/nature14539},
doi = {10.1038/NATURE14539},
timestamp = {Mon, 08 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/nature/LeCunBH15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/VinyalsKKPSH15,
author = {Oriol Vinyals and
Lukasz Kaiser and
Terry Koo and
Slav Petrov and
Ilya Sutskever and
Geoffrey E. Hinton},
editor = {Corinna Cortes and
Neil D. Lawrence and
Daniel D. Lee and
Masashi Sugiyama and
Roman Garnett},
title = {Grammar as a Foreign Language},
booktitle = {Advances in Neural Information Processing Systems 28: Annual Conference
on Neural Information Processing Systems 2015, December 7-12, 2015,
Montreal, Quebec, Canada},
pages = {2773--2781},
year = {2015},
url = {https://proceedings.neurips.cc/paper/2015/hash/277281aada22045c03945dcb2ca6f2ec-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/VinyalsKKPSH15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/HintonVD15,
author = {Geoffrey E. Hinton and
Oriol Vinyals and
Jeffrey Dean},
title = {Distilling the Knowledge in a Neural Network},
journal = {CoRR},
volume = {abs/1503.02531},
year = {2015},
url = {http://arxiv.org/abs/1503.02531},
eprinttype = {arXiv},
eprint = {1503.02531},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/HintonVD15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/LeJH15,
author = {Quoc V. Le and
Navdeep Jaitly and
Geoffrey E. Hinton},
title = {A Simple Way to Initialize Recurrent Networks of Rectified Linear
Units},
journal = {CoRR},
volume = {abs/1504.00941},
year = {2015},
url = {http://arxiv.org/abs/1504.00941},
eprinttype = {arXiv},
eprint = {1504.00941},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/LeJH15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cogsci/Hinton14,
author = {Geoffrey E. Hinton},
title = {Where Do Features Come From?},
journal = {Cogn. Sci.},
volume = {38},
number = {6},
pages = {1078--1101},
year = {2014},
url = {https://doi.org/10.1111/cogs.12049},
doi = {10.1111/COGS.12049},
timestamp = {Thu, 04 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cogsci/Hinton14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/SrivastavaHKSS14,
author = {Nitish Srivastava and
Geoffrey E. Hinton and
Alex Krizhevsky and
Ilya Sutskever and
Ruslan Salakhutdinov},
title = {Dropout: a simple way to prevent neural networks from overfitting},
journal = {J. Mach. Learn. Res.},
volume = {15},
number = {1},
pages = {1929--1958},
year = {2014},
url = {https://dl.acm.org/doi/10.5555/2627435.2670313},
doi = {10.5555/2627435.2670313},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/SrivastavaHKSS14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/taslp/SarikayaHD14,
author = {Ruhi Sarikaya and
Geoffrey E. Hinton and
Anoop Deoras},
title = {Application of Deep Belief Networks for Natural Language Understanding},
journal = {{IEEE} {ACM} Trans. Audio Speech Lang. Process.},
volume = {22},
number = {4},
pages = {778--784},
year = {2014},
url = {https://doi.org/10.1109/TASLP.2014.2303296},
doi = {10.1109/TASLP.2014.2303296},
timestamp = {Fri, 13 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/taslp/SarikayaHD14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/interspeech/JaitlyVH14,
author = {Navdeep Jaitly and
Vincent Vanhoucke and
Geoffrey E. Hinton},
editor = {Haizhou Li and
Helen M. Meng and
Bin Ma and
Engsiong Chng and
Lei Xie},
title = {Autoregressive product of multi-frame predictions can improve the
accuracy of hybrid models},
booktitle = {{INTERSPEECH} 2014, 15th Annual Conference of the International Speech
Communication Association, Singapore, September 14-18, 2014},
pages = {1905--1909},
publisher = {{ISCA}},
year = {2014},
url = {https://doi.org/10.21437/Interspeech.2014-431},
doi = {10.21437/INTERSPEECH.2014-431},
timestamp = {Fri, 23 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/interspeech/JaitlyVH14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/VinyalsKKPSH14,
author = {Oriol Vinyals and
Lukasz Kaiser and
Terry Koo and
Slav Petrov and
Ilya Sutskever and
Geoffrey E. Hinton},
title = {Grammar as a Foreign Language},
journal = {CoRR},
volume = {abs/1412.7449},
year = {2014},
url = {http://arxiv.org/abs/1412.7449},
eprinttype = {arXiv},
eprint = {1412.7449},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/VinyalsKKPSH14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pami/RanzatoMSH13,
author = {Marc'Aurelio Ranzato and
Volodymyr Mnih and
Joshua M. Susskind and
Geoffrey E. Hinton},
title = {Modeling Natural Images Using Gated MRFs},
journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
volume = {35},
number = {9},
pages = {2206--2222},
year = {2013},
url = {https://doi.org/10.1109/TPAMI.2013.29},
doi = {10.1109/TPAMI.2013.29},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pami/RanzatoMSH13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/ZeilerRMMYLNSVDH13,
author = {Matthew D. Zeiler and
Marc'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},
title = {On rectified linear units for speech processing},
booktitle = {{IEEE} International Conference on Acoustics, Speech and Signal Processing,
{ICASSP} 2013, Vancouver, BC, Canada, May 26-31, 2013},
pages = {3517--3521},
publisher = {{IEEE}},
year = {2013},
url = {https://doi.org/10.1109/ICASSP.2013.6638312},
doi = {10.1109/ICASSP.2013.6638312},
timestamp = {Wed, 16 Oct 2019 14:14:52 +0200},
biburl = {https://dblp.org/rec/conf/icassp/ZeilerRMMYLNSVDH13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/GravesMH13,
author = {Alex Graves and
Abdel{-}rahman Mohamed and
Geoffrey E. Hinton},
title = {Speech recognition with deep recurrent neural networks},
booktitle = {{IEEE} International Conference on Acoustics, Speech and Signal Processing,
{ICASSP} 2013, Vancouver, BC, Canada, May 26-31, 2013},
pages = {6645--6649},
publisher = {{IEEE}},
year = {2013},
url = {https://doi.org/10.1109/ICASSP.2013.6638947},
doi = {10.1109/ICASSP.2013.6638947},
timestamp = {Fri, 19 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icassp/GravesMH13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/DengHK13,
author = {Li Deng and
Geoffrey E. Hinton and
Brian Kingsbury},
title = {New types of deep neural network learning for speech recognition and
related applications: an overview},
booktitle = {{IEEE} International Conference on Acoustics, Speech and Signal Processing,
{ICASSP} 2013, Vancouver, BC, Canada, May 26-31, 2013},
pages = {8599--8603},
publisher = {{IEEE}},
year = {2013},
url = {https://doi.org/10.1109/ICASSP.2013.6639344},
doi = {10.1109/ICASSP.2013.6639344},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icassp/DengHK13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/DahlSH13,
author = {George E. Dahl and
Tara N. Sainath and
Geoffrey E. Hinton},
title = {Improving deep neural networks for {LVCSR} using rectified linear
units and dropout},
booktitle = {{IEEE} International Conference on Acoustics, Speech and Signal Processing,
{ICASSP} 2013, Vancouver, BC, Canada, May 26-31, 2013},
pages = {8609--8613},
publisher = {{IEEE}},
year = {2013},
url = {https://doi.org/10.1109/ICASSP.2013.6639346},
doi = {10.1109/ICASSP.2013.6639346},
timestamp = {Fri, 19 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icassp/DahlSH13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/TangSH13,
author = {Yichuan Tang and
Ruslan Salakhutdinov and
Geoffrey E. Hinton},
title = {Tensor Analyzers},
booktitle = {Proceedings of the 30th International Conference on Machine Learning,
{ICML} 2013, Atlanta, GA, USA, 16-21 June 2013},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {28},
pages = {163--171},
publisher = {JMLR.org},
year = {2013},
url = {http://proceedings.mlr.press/v28/tang13.html},
timestamp = {Wed, 29 May 2019 08:41:45 +0200},
biburl = {https://dblp.org/rec/conf/icml/TangSH13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/SutskeverMDH13,
author = {Ilya Sutskever and
James Martens and
George E. Dahl and
Geoffrey E. Hinton},
title = {On the importance of initialization and momentum in deep learning},
booktitle = {Proceedings of the 30th International Conference on Machine Learning,
{ICML} 2013, Atlanta, GA, USA, 16-21 June 2013},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {28},
pages = {1139--1147},
publisher = {JMLR.org},
year = {2013},
url = {http://proceedings.mlr.press/v28/sutskever13.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/SutskeverMDH13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/interspeech/JaitlyH13,
author = {Navdeep Jaitly and
Geoffrey E. Hinton},
editor = {Fr{\'{e}}d{\'{e}}ric Bimbot and
Christophe Cerisara and
C{\'{e}}cile Fougeron and
Guillaume Gravier and
Lori Lamel and
Fran{\c{c}}ois Pellegrino and
Pascal Perrier},
title = {Using an autoencoder with deformable templates to discover features
for automated speech recognition},
booktitle = {{INTERSPEECH} 2013, 14th Annual Conference of the International Speech
Communication Association, Lyon, France, August 25-29, 2013},
pages = {1737--1740},
publisher = {{ISCA}},
year = {2013},
url = {https://doi.org/10.21437/Interspeech.2013-432},
doi = {10.21437/INTERSPEECH.2013-432},
timestamp = {Fri, 23 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/interspeech/JaitlyH13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/SrivastavaSH13,
author = {Nitish Srivastava and
Ruslan Salakhutdinov and
Geoffrey E. Hinton},
editor = {Ann E. Nicholson and
Padhraic Smyth},
title = {Modeling Documents with Deep Boltzmann Machines},
booktitle = {Proceedings of the Twenty-Ninth Conference on Uncertainty in Artificial
Intelligence, {UAI} 2013, Bellevue, WA, USA, August 11-15, 2013},
publisher = {{AUAI} Press},
year = {2013},
url = {https://dslpitt.org/uai/displayArticleDetails.jsp?mmnu=1\&\#38;smnu=2\&\#38;article\_id=2423\&\#38;proceeding\_id=29},
timestamp = {Fri, 16 Jul 2021 16:15:58 +0200},
biburl = {https://dblp.org/rec/conf/uai/SrivastavaSH13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1301-2278,
author = {Geoffrey E. Hinton and
Yee Whye Teh},
title = {Discovering Multiple Constraints that are Frequently Approximately
Satisfied},
journal = {CoRR},
volume = {abs/1301.2278},
year = {2013},
url = {http://arxiv.org/abs/1301.2278},
eprinttype = {arXiv},
eprint = {1301.2278},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1301-2278.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1303-5778,
author = {Alex Graves and
Abdel{-}rahman Mohamed and
Geoffrey E. Hinton},
title = {Speech Recognition with Deep Recurrent Neural Networks},
journal = {CoRR},
volume = {abs/1303.5778},
year = {2013},
url = {http://arxiv.org/abs/1303.5778},
eprinttype = {arXiv},
eprint = {1303.5778},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1303-5778.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/SrivastavaSH13,
author = {Nitish Srivastava and
Ruslan Salakhutdinov and
Geoffrey E. Hinton},
title = {Modeling Documents with Deep Boltzmann Machines},
journal = {CoRR},
volume = {abs/1309.6865},
year = {2013},
url = {http://arxiv.org/abs/1309.6865},
eprinttype = {arXiv},
eprint = {1309.6865},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/SrivastavaSH13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/MaatenH12,
author = {Laurens van der Maaten and
Geoffrey E. Hinton},
title = {Visualizing non-metric similarities in multiple maps},
journal = {Mach. Learn.},
volume = {87},
number = {1},
pages = {33--55},
year = {2012},
url = {https://doi.org/10.1007/s10994-011-5273-4},
doi = {10.1007/S10994-011-5273-4},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/MaatenH12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/neco/SalakhutdinovH12,
author = {Ruslan Salakhutdinov and
Geoffrey E. Hinton},
title = {An Efficient Learning Procedure for Deep Boltzmann Machines},
journal = {Neural Comput.},
volume = {24},
number = {8},
pages = {1967--2006},
year = {2012},
url = {https://doi.org/10.1162/NECO\_a\_00311},
doi = {10.1162/NECO\_A\_00311},
timestamp = {Tue, 01 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/neco/SalakhutdinovH12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/taslp/YuHMCS12,
author = {Dong Yu and
Geoffrey E. Hinton and
Nelson Morgan and
Jen{-}Tzung Chien and
Shigeki Sagayama},
title = {Introduction to the Special Section on Deep Learning for Speech and
Language Processing},
journal = {{IEEE} Trans. Speech Audio Process.},
volume = {20},
number = {1},
pages = {4--6},
year = {2012},
url = {https://doi.org/10.1109/TASL.2011.2173371},
doi = {10.1109/TASL.2011.2173371},
timestamp = {Sun, 17 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/taslp/YuHMCS12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/taslp/MohamedDH12,
author = {Abdel{-}rahman Mohamed and
George E. Dahl and
Geoffrey E. Hinton},
title = {Acoustic Modeling Using Deep Belief Networks},
journal = {{IEEE} Trans. Speech Audio Process.},
volume = {20},
number = {1},
pages = {14--22},
year = {2012},
url = {https://doi.org/10.1109/TASL.2011.2109382},
doi = {10.1109/TASL.2011.2109382},
timestamp = {Sun, 17 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/taslp/MohamedDH12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/TangSH12,
author = {Yichuan Tang and
Ruslan Salakhutdinov and
Geoffrey E. Hinton},
title = {Robust Boltzmann Machines for recognition and denoising},
booktitle = {2012 {IEEE} Conference on Computer Vision and Pattern Recognition,
Providence, RI, USA, June 16-21, 2012},
pages = {2264--2271},
publisher = {{IEEE} Computer Society},
year = {2012},
url = {https://doi.org/10.1109/CVPR.2012.6247936},
doi = {10.1109/CVPR.2012.6247936},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cvpr/TangSH12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/MohamedHP12,
author = {Abdel{-}rahman Mohamed and
Geoffrey E. Hinton and
Gerald Penn},
title = {Understanding how Deep Belief Networks perform acoustic modelling},
booktitle = {2012 {IEEE} International Conference on Acoustics, Speech and Signal
Processing, {ICASSP} 2012, Kyoto, Japan, March 25-30, 2012},
pages = {4273--4276},
publisher = {{IEEE}},
year = {2012},
url = {https://doi.org/10.1109/ICASSP.2012.6288863},
doi = {10.1109/ICASSP.2012.6288863},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icassp/MohamedHP12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/MnihH12,
author = {Volodymyr Mnih and
Geoffrey E. Hinton},
title = {Learning to Label Aerial Images from Noisy Data},
booktitle = {Proceedings of the 29th International Conference on Machine Learning,
{ICML} 2012, Edinburgh, Scotland, UK, June 26 - July 1, 2012},
publisher = {icml.cc / Omnipress},
year = {2012},
url = {http://icml.cc/2012/papers/318.pdf},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/MnihH12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/TangSH12,
author = {Yichuan Tang and
Ruslan Salakhutdinov and
Geoffrey E. Hinton},
title = {Deep Mixtures of Factor Analysers},
booktitle = {Proceedings of the 29th International Conference on Machine Learning,
{ICML} 2012, Edinburgh, Scotland, UK, June 26 - July 1, 2012},
publisher = {icml.cc / Omnipress},
year = {2012},
url = {http://icml.cc/2012/papers/284.pdf},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/TangSH12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/TangSH12a,
author = {Yichuan Tang and
Ruslan Salakhutdinov and
Geoffrey E. Hinton},
title = {Deep Lambertian Networks},
booktitle = {Proceedings of the 29th International Conference on Machine Learning,
{ICML} 2012, Edinburgh, Scotland, UK, June 26 - July 1, 2012},
publisher = {icml.cc / Omnipress},
year = {2012},
url = {http://icml.cc/2012/papers/791.pdf},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/TangSH12a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/KrizhevskySH12,
author = {Alex Krizhevsky and
Ilya Sutskever and
Geoffrey E. Hinton},
editor = {Peter L. Bartlett and
Fernando C. N. Pereira and
Christopher J. C. Burges and
L{\'{e}}on Bottou and
Kilian Q. Weinberger},
title = {ImageNet Classification with Deep Convolutional Neural Networks},
booktitle = {Advances in Neural Information Processing Systems 25: 26th Annual
Conference on Neural Information Processing Systems 2012. Proceedings
of a meeting held December 3-6, 2012, Lake Tahoe, Nevada, United States},
pages = {1106--1114},
year = {2012},
url = {https://proceedings.neurips.cc/paper/2012/hash/c399862d3b9d6b76c8436e924a68c45b-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/KrizhevskySH12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/SalakhutdinovH12,
author = {Ruslan Salakhutdinov and
Geoffrey E. Hinton},
editor = {Peter L. Bartlett and
Fernando C. N. Pereira and
Christopher J. C. Burges and
L{\'{e}}on Bottou and
Kilian Q. Weinberger},
title = {A Better Way to Pretrain Deep Boltzmann Machines},
booktitle = {Advances in Neural Information Processing Systems 25: 26th Annual
Conference on Neural Information Processing Systems 2012. Proceedings
of a meeting held December 3-6, 2012, Lake Tahoe, Nevada, United States},
pages = {2456--2464},
year = {2012},
url = {https://proceedings.neurips.cc/paper/2012/hash/7d771e0e8f3633ab54856925ecdefc5d-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/SalakhutdinovH12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:series/lncs/Hinton12,
author = {Geoffrey E. Hinton},
editor = {Gr{\'{e}}goire Montavon and
Genevieve B. Orr and
Klaus{-}Robert M{\"{u}}ller},
title = {A Practical Guide to Training Restricted Boltzmann Machines},
booktitle = {Neural Networks: Tricks of the Trade - Second Edition},
series = {Lecture Notes in Computer Science},
volume = {7700},
pages = {599--619},
publisher = {Springer},
year = {2012},
url = {https://doi.org/10.1007/978-3-642-35289-8\_32},
doi = {10.1007/978-3-642-35289-8\_32},
timestamp = {Wed, 25 Sep 2019 17:41:07 +0200},
biburl = {https://dblp.org/rec/series/lncs/Hinton12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1202-3748,
author = {Volodymyr Mnih and
Hugo Larochelle and
Geoffrey E. Hinton},
title = {Conditional Restricted Boltzmann Machines for Structured Output Prediction},
journal = {CoRR},
volume = {abs/1202.3748},
year = {2012},
url = {http://arxiv.org/abs/1202.3748},
eprinttype = {arXiv},
eprint = {1202.3748},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1202-3748.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1205-2614,
author = {Graham W. Taylor and
Geoffrey E. Hinton},
title = {Products of Hidden Markov Models: It Takes N{\textgreater}1 to Tango},
journal = {CoRR},
volume = {abs/1205.2614},
year = {2012},
url = {http://arxiv.org/abs/1205.2614},
eprinttype = {arXiv},
eprint = {1205.2614},
timestamp = {Tue, 28 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1205-2614.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1206-4635,
author = {Yichuan Tang and
Ruslan Salakhutdinov and
Geoffrey E. Hinton},
title = {Deep Mixtures of Factor Analysers},
journal = {CoRR},
volume = {abs/1206.4635},
year = {2012},
url = {http://arxiv.org/abs/1206.4635},
eprinttype = {arXiv},
eprint = {1206.4635},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1206-4635.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1207-0580,
author = {Geoffrey E. Hinton and
Nitish Srivastava and
Alex Krizhevsky and
Ilya Sutskever and
Ruslan Salakhutdinov},
title = {Improving neural networks by preventing co-adaptation of feature detectors},
journal = {CoRR},
volume = {abs/1207.0580},
year = {2012},
url = {http://arxiv.org/abs/1207.0580},
eprinttype = {arXiv},
eprint = {1207.0580},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1207-0580.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1212-2513,
author = {Max Welling and
Richard S. Zemel and
Geoffrey E. Hinton},
title = {Efficient Parametric Projection Pursuit Density Estimation},
journal = {CoRR},
volume = {abs/1212.2513},
year = {2012},
url = {http://arxiv.org/abs/1212.2513},
eprinttype = {arXiv},
eprint = {1212.2513},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1212-2513.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cacm/Hinton11,
author = {Geoffrey E. Hinton},
title = {A better way to learn features: technical perspective},
journal = {Commun. {ACM}},
volume = {54},
number = {10},
pages = {94},
year = {2011},
url = {https://doi.org/10.1145/2001269.2001294},
doi = {10.1145/2001269.2001294},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/cacm/Hinton11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/TaylorHR11,
author = {Graham W. Taylor and
Geoffrey E. Hinton and
Sam T. Roweis},
title = {Two Distributed-State Models For Generating High-Dimensional Time
Series},
journal = {J. Mach. Learn. Res.},
volume = {12},
pages = {1025--1068},
year = {2011},
url = {https://dl.acm.org/doi/10.5555/1953048.2021035},
doi = {10.5555/1953048.2021035},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/TaylorHR11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/topics/HintonS11,
author = {Geoffrey E. Hinton and
Ruslan Salakhutdinov},
title = {Discovering Binary Codes for Documents by Learning Deep Generative
Models},
journal = {Top. Cogn. Sci.},
volume = {3},
number = {1},
pages = {74--91},
year = {2011},
url = {https://doi.org/10.1111/j.1756-8765.2010.01109.x},
doi = {10.1111/J.1756-8765.2010.01109.X},
timestamp = {Thu, 01 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/topics/HintonS11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/SusskindHMP11,
author = {Joshua M. Susskind and
Geoffrey E. Hinton and
Roland Memisevic and
Marc Pollefeys},
title = {Modeling the joint density of two images under a variety of transformations},
booktitle = {The 24th {IEEE} Conference on Computer Vision and Pattern Recognition,
{CVPR} 2011, Colorado Springs, CO, USA, 20-25 June 2011},
pages = {2793--2800},
publisher = {{IEEE} Computer Society},
year = {2011},
url = {https://doi.org/10.1109/CVPR.2011.5995541},
doi = {10.1109/CVPR.2011.5995541},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cvpr/SusskindHMP11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/RanzatoSMH11,
author = {Marc'Aurelio Ranzato and
Joshua M. Susskind and
Volodymyr Mnih and
Geoffrey E. Hinton},
title = {On deep generative models with applications to recognition},
booktitle = {The 24th {IEEE} Conference on Computer Vision and Pattern Recognition,
{CVPR} 2011, Colorado Springs, CO, USA, 20-25 June 2011},
pages = {2857--2864},
publisher = {{IEEE} Computer Society},
year = {2011},
url = {https://doi.org/10.1109/CVPR.2011.5995710},
doi = {10.1109/CVPR.2011.5995710},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cvpr/RanzatoSMH11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/KrizhevskyH11,
author = {Alex Krizhevsky and
Geoffrey E. Hinton},
title = {Using very deep autoencoders for content-based image retrieval},
booktitle = {19th European Symposium on Artificial Neural Networks, {ESANN} 2011,
Bruges, Belgium, April 27-29, 2011, Proceedings},
year = {2011},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2011-10.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/KrizhevskyH11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/HintonKW11,
author = {Geoffrey E. Hinton and
Alex Krizhevsky and
Sida D. Wang},
editor = {Timo Honkela and
Wlodzislaw Duch and
Mark A. Girolami and
Samuel Kaski},
title = {Transforming Auto-Encoders},
booktitle = {Artificial Neural Networks and Machine Learning - {ICANN} 2011 - 21st
International Conference on Artificial Neural Networks, Espoo, Finland,
June 14-17, 2011, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {6791},
pages = {44--51},
publisher = {Springer},
year = {2011},
url = {https://doi.org/10.1007/978-3-642-21735-7\_6},
doi = {10.1007/978-3-642-21735-7\_6},
timestamp = {Sun, 02 Jun 2019 21:16:25 +0200},
biburl = {https://dblp.org/rec/conf/icann/HintonKW11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/MohamedSDRHP11,
author = {Abdel{-}rahman Mohamed and
Tara N. Sainath and
George E. Dahl and
Bhuvana Ramabhadran and
Geoffrey E. Hinton and
Michael A. Picheny},
title = {Deep Belief Networks using discriminative features for phone recognition},
booktitle = {Proceedings of the {IEEE} International Conference on Acoustics, Speech,
and Signal Processing, {ICASSP} 2011, May 22-27, 2011, Prague Congress
Center, Prague, Czech Republic},
pages = {5060--5063},
publisher = {{IEEE}},
year = {2011},
url = {https://doi.org/10.1109/ICASSP.2011.5947494},
doi = {10.1109/ICASSP.2011.5947494},
timestamp = {Fri, 19 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icassp/MohamedSDRHP11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/SarikayaHR11,
author = {Ruhi Sarikaya and
Geoffrey E. Hinton and
Bhuvana Ramabhadran},
title = {Deep belief nets for natural language call-routing},
booktitle = {Proceedings of the {IEEE} International Conference on Acoustics, Speech,
and Signal Processing, {ICASSP} 2011, May 22-27, 2011, Prague Congress
Center, Prague, Czech Republic},
pages = {5680--5683},
publisher = {{IEEE}},
year = {2011},
url = {https://doi.org/10.1109/ICASSP.2011.5947649},
doi = {10.1109/ICASSP.2011.5947649},
timestamp = {Fri, 19 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icassp/SarikayaHR11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/JaitlyH11,
author = {Navdeep Jaitly and
Geoffrey E. Hinton},
title = {Learning a better representation of speech soundwaves using restricted
boltzmann machines},
booktitle = {Proceedings of the {IEEE} International Conference on Acoustics, Speech,
and Signal Processing, {ICASSP} 2011, May 22-27, 2011, Prague Congress
Center, Prague, Czech Republic},
pages = {5884--5887},
publisher = {{IEEE}},
year = {2011},
url = {https://doi.org/10.1109/ICASSP.2011.5947700},
doi = {10.1109/ICASSP.2011.5947700},
timestamp = {Fri, 19 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icassp/JaitlyH11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/SutskeverMH11,
author = {Ilya Sutskever and
James Martens and
Geoffrey E. Hinton},
editor = {Lise Getoor and
Tobias Scheffer},
title = {Generating Text with Recurrent Neural Networks},
booktitle = {Proceedings of the 28th International Conference on Machine Learning,
{ICML} 2011, Bellevue, Washington, USA, June 28 - July 2, 2011},
pages = {1017--1024},
publisher = {Omnipress},
year = {2011},
url = {https://icml.cc/2011/papers/524\_icmlpaper.pdf},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/SutskeverMH11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/MnihLH11,
author = {Volodymyr Mnih and
Hugo Larochelle and
Geoffrey E. Hinton},
editor = {F{\'{a}}bio Gagliardi Cozman and
Avi Pfeffer},
title = {Conditional Restricted Boltzmann Machines for Structured Output Prediction},
booktitle = {{UAI} 2011, Proceedings of the Twenty-Seventh Conference on Uncertainty
in Artificial Intelligence, Barcelona, Spain, July 14-17, 2011},
pages = {514--522},
publisher = {{AUAI} Press},
year = {2011},
url = {https://dslpitt.org/uai/displayArticleDetails.jsp?mmnu=1\&\#38;smnu=2\&\#38;article\_id=2200\&\#38;proceeding\_id=27},
timestamp = {Wed, 03 Feb 2021 11:09:03 +0100},
biburl = {https://dblp.org/rec/conf/uai/MnihLH11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/neco/MemisevicH10,
author = {Roland Memisevic and
Geoffrey E. Hinton},
title = {Learning to Represent Spatial Transformations with Factored Higher-Order
Boltzmann Machines},
journal = {Neural Comput.},
volume = {22},
number = {6},
pages = {1473--1492},
year = {2010},
url = {https://doi.org/10.1162/neco.2010.01-09-953},
doi = {10.1162/NECO.2010.01-09-953},
timestamp = {Tue, 01 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/neco/MemisevicH10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/neco/SchmahYZHSS10,
author = {Tanya Schmah and
Grigori Yourganov and
Richard S. Zemel and
Geoffrey E. Hinton and
Steven L. Small and
Stephen C. Strother},
title = {Comparing Classification Methods for Longitudinal fMRI Studies},
journal = {Neural Comput.},
volume = {22},
number = {11},
pages = {2729--2762},
year = {2010},
url = {https://doi.org/10.1162/NECO\_a\_00024},
doi = {10.1162/NECO\_A\_00024},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/neco/SchmahYZHSS10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nn/SutskeverH10,
author = {Ilya Sutskever and
Geoffrey E. Hinton},
title = {Temporal-Kernel Recurrent Neural Networks},
journal = {Neural Networks},
volume = {23},
number = {2},
pages = {239--243},
year = {2010},
url = {https://doi.org/10.1016/j.neunet.2009.10.009},
doi = {10.1016/J.NEUNET.2009.10.009},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/nn/SutskeverH10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/TaylorSFH10,
author = {Graham W. Taylor and
Leonid Sigal and
David J. Fleet and
Geoffrey E. Hinton},
title = {Dynamical binary latent variable models for 3D human pose tracking},
booktitle = {The Twenty-Third {IEEE} Conference on Computer Vision and Pattern
Recognition, {CVPR} 2010, San Francisco, CA, USA, 13-18 June 2010},
pages = {631--638},
publisher = {{IEEE} Computer Society},
year = {2010},
url = {https://doi.org/10.1109/CVPR.2010.5540157},
doi = {10.1109/CVPR.2010.5540157},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cvpr/TaylorSFH10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/RanzatoH10,
author = {Marc'Aurelio Ranzato and
Geoffrey E. Hinton},
title = {Modeling pixel means and covariances using factorized third-order
boltzmann machines},
booktitle = {The Twenty-Third {IEEE} Conference on Computer Vision and Pattern
Recognition, {CVPR} 2010, San Francisco, CA, USA, 13-18 June 2010},
pages = {2551--2558},
publisher = {{IEEE} Computer Society},
year = {2010},
url = {https://doi.org/10.1109/CVPR.2010.5539962},
doi = {10.1109/CVPR.2010.5539962},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cvpr/RanzatoH10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eccv/MnihH10,
author = {Volodymyr Mnih and
Geoffrey E. Hinton},
editor = {Kostas Daniilidis and
Petros Maragos and
Nikos Paragios},
title = {Learning to Detect Roads in High-Resolution Aerial Images},
booktitle = {Computer Vision - {ECCV} 2010 - 11th European Conference on Computer
Vision, Heraklion, Crete, Greece, September 5-11, 2010, Proceedings,
Part {VI}},
series = {Lecture Notes in Computer Science},
volume = {6316},
pages = {210--223},
publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-3-642-15567-3\_16},
doi = {10.1007/978-3-642-15567-3\_16},
timestamp = {Thu, 27 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/eccv/MnihH10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/MohamedH10,
author = {Abdel{-}rahman Mohamed and
Geoffrey E. Hinton},
title = {Phone recognition using Restricted Boltzmann Machines},
booktitle = {Proceedings of the {IEEE} International Conference on Acoustics, Speech,
and Signal Processing, {ICASSP} 2010, 14-19 March 2010, Sheraton Dallas
Hotel, Dallas, Texas, {USA}},
pages = {4354--4357},
publisher = {{IEEE}},
year = {2010},
url = {https://doi.org/10.1109/ICASSP.2010.5495651},
doi = {10.1109/ICASSP.2010.5495651},
timestamp = {Fri, 19 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icassp/MohamedH10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/NairH10,
author = {Vinod Nair and
Geoffrey E. Hinton},
editor = {Johannes F{\"{u}}rnkranz and
Thorsten Joachims},
title = {Rectified Linear Units Improve Restricted Boltzmann Machines},
booktitle = {Proceedings of the 27th International Conference on Machine Learning
(ICML-10), June 21-24, 2010, Haifa, Israel},
pages = {807--814},
publisher = {Omnipress},
year = {2010},
url = {https://icml.cc/Conferences/2010/papers/432.pdf},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/NairH10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/interspeech/DengSYAMH10,
author = {Li Deng and
Michael L. Seltzer and
Dong Yu and
Alex Acero and
Abdel{-}rahman Mohamed and
Geoffrey E. Hinton},
editor = {Takao Kobayashi and
Keikichi Hirose and
Satoshi Nakamura},
title = {Binary coding of speech spectrograms using a deep auto-encoder},
booktitle = {{INTERSPEECH} 2010, 11th Annual Conference of the International Speech
Communication Association, Makuhari, Chiba, Japan, September 26-30,
2010},
pages = {1692--1695},
publisher = {{ISCA}},
year = {2010},
url = {https://doi.org/10.21437/Interspeech.2010-487},
doi = {10.21437/INTERSPEECH.2010-487},
timestamp = {Fri, 23 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/interspeech/DengSYAMH10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/DahlRMH10,
author = {George E. Dahl and
Marc'Aurelio Ranzato and
Abdel{-}rahman Mohamed and
Geoffrey E. Hinton},
editor = {John D. Lafferty and
Christopher K. I. Williams and
John Shawe{-}Taylor and
Richard S. Zemel and
Aron Culotta},
title = {Phone Recognition with the Mean-Covariance Restricted Boltzmann Machine},
booktitle = {Advances in Neural Information Processing Systems 23: 24th Annual
Conference on Neural Information Processing Systems 2010. Proceedings
of a meeting held 6-9 December 2010, Vancouver, British Columbia,
Canada},
pages = {469--477},
publisher = {Curran Associates, Inc.},
year = {2010},
url = {https://proceedings.neurips.cc/paper/2010/hash/b73ce398c39f506af761d2277d853a92-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/DahlRMH10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/LarochelleH10,
author = {Hugo Larochelle and
Geoffrey E. Hinton},
editor = {John D. Lafferty and
Christopher K. I. Williams and
John Shawe{-}Taylor and
Richard S. Zemel and
Aron Culotta},
title = {Learning to combine foveal glimpses with a third-order Boltzmann machine},
booktitle = {Advances in Neural Information Processing Systems 23: 24th Annual
Conference on Neural Information Processing Systems 2010. Proceedings
of a meeting held 6-9 December 2010, Vancouver, British Columbia,
Canada},
pages = {1243--1251},
publisher = {Curran Associates, Inc.},
year = {2010},
url = {https://proceedings.neurips.cc/paper/2010/hash/677e09724f0e2df9b6c000b75b5da10d-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/LarochelleH10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/MemisevicZHP10,
author = {Roland Memisevic and
Christopher Zach and
Geoffrey E. Hinton and
Marc Pollefeys},
editor = {John D. Lafferty and
Christopher K. I. Williams and
John Shawe{-}Taylor and
Richard S. Zemel and
Aron Culotta},
title = {Gated Softmax Classification},
booktitle = {Advances in Neural Information Processing Systems 23: 24th Annual
Conference on Neural Information Processing Systems 2010. Proceedings
of a meeting held 6-9 December 2010, Vancouver, British Columbia,
Canada},
pages = {1603--1611},
publisher = {Curran Associates, Inc.},
year = {2010},
url = {https://proceedings.neurips.cc/paper/2010/hash/5737c6ec2e0716f3d8a7a5c4e0de0d9a-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/MemisevicZHP10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/RanzatoMH10,
author = {Marc'Aurelio Ranzato and
Volodymyr Mnih and
Geoffrey E. Hinton},
editor = {John D. Lafferty and
Christopher K. I. Williams and
John Shawe{-}Taylor and
Richard S. Zemel and
Aron Culotta},
title = {Generating more realistic images using gated MRF's},
booktitle = {Advances in Neural Information Processing Systems 23: 24th Annual
Conference on Neural Information Processing Systems 2010. Proceedings
of a meeting held 6-9 December 2010, Vancouver, British Columbia,
Canada},
pages = {2002--2010},
publisher = {Curran Associates, Inc.},
year = {2010},
url = {https://proceedings.neurips.cc/paper/2010/hash/6e7d2da6d3953058db75714ac400b584-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/RanzatoMH10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/RanzatoKH10,
author = {Marc'Aurelio Ranzato and
Alex Krizhevsky and
Geoffrey E. Hinton},
editor = {Yee Whye Teh and
D. Mike Titterington},
title = {Factored 3-Way Restricted Boltzmann Machines For Modeling Natural
Images},
booktitle = {Proceedings of the Thirteenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2010, Chia Laguna Resort, Sardinia,
Italy, May 13-15, 2010},
series = {{JMLR} Proceedings},
volume = {9},
pages = {621--628},
publisher = {JMLR.org},
year = {2010},
url = {http://proceedings.mlr.press/v9/ranzato10a.html},
timestamp = {Wed, 29 May 2019 08:41:44 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/RanzatoKH10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:reference/ml/Hinton10,
author = {Geoffrey E. Hinton},
editor = {Claude Sammut and
Geoffrey I. Webb},
title = {Boltzmann Machines},
booktitle = {Encyclopedia of Machine Learning},
pages = {132--136},
publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-0-387-30164-8\_83},
doi = {10.1007/978-0-387-30164-8\_83},
timestamp = {Wed, 14 Nov 2018 10:51:34 +0100},
biburl = {https://dblp.org/rec/reference/ml/Hinton10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:reference/ml/Hinton10a,
author = {Geoffrey E. Hinton},
editor = {Claude Sammut and
Geoffrey I. Webb},
title = {Deep Belief Nets},
booktitle = {Encyclopedia of Machine Learning},
pages = {267--269},
publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-0-387-30164-8\_208},
doi = {10.1007/978-0-387-30164-8\_208},
timestamp = {Wed, 12 Jul 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/reference/ml/Hinton10a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijar/SalakhutdinovH09,
author = {Ruslan Salakhutdinov and
Geoffrey E. Hinton},
title = {Semantic hashing},
journal = {Int. J. Approx. Reason.},
volume = {50},
number = {7},
pages = {969--978},
year = {2009},
url = {https://doi.org/10.1016/j.ijar.2008.11.006},
doi = {10.1016/J.IJAR.2008.11.006},
timestamp = {Fri, 21 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijar/SalakhutdinovH09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/MnihYH09,
author = {Andriy Mnih and
Zhang Yuecheng and
Geoffrey E. Hinton},
title = {Improving a statistical language model through non-linear prediction},
journal = {Neurocomputing},
volume = {72},
number = {7-9},
pages = {1414--1418},
year = {2009},
url = {https://doi.org/10.1016/j.neucom.2008.12.025},
doi = {10.1016/J.NEUCOM.2008.12.025},
timestamp = {Sat, 20 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijon/MnihYH09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/scholarpedia/Hinton09,
author = {Geoffrey E. Hinton},
title = {Deep belief networks},
journal = {Scholarpedia},
volume = {4},
number = {5},
pages = {5947},
year = {2009},
url = {https://doi.org/10.4249/scholarpedia.5947},
doi = {10.4249/SCHOLARPEDIA.5947},
timestamp = {Thu, 23 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/scholarpedia/Hinton09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bmvc/HeessWH09,
author = {Nicolas Heess and
Christopher K. I. Williams and
Geoffrey E. Hinton},
editor = {Andrea Cavallaro and
Simon Prince and
Daniel C. Alexander},
title = {Learning Generative Texture Models with extended Fields-of-Experts},
booktitle = {British Machine Vision Conference, {BMVC} 2009, London, UK, September
7-10, 2009. Proceedings},
pages = {1--11},
publisher = {British Machine Vision Association},
year = {2009},
url = {https://doi.org/10.5244/C.23.115},
doi = {10.5244/C.23.115},
timestamp = {Wed, 03 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/bmvc/HeessWH09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/ZeilerTTH09,
author = {Matthew D. Zeiler and
Graham W. Taylor and
Nikolaus F. Troje and
Geoffrey E. Hinton},
title = {Modeling pigeon behavior using a Conditional Restricted Boltzmann
Machine},
booktitle = {17th European Symposium on Artificial Neural Networks, {ESANN} 2009,
Bruges, Belgium, April 22-24, 2009, Proceedings},
year = {2009},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2009-73.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/ZeilerTTH09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/YuSLHB09,
author = {Kai Yu and
Ruslan Salakhutdinov and
Yann LeCun and
Geoffrey E. Hinton and
Yoshua Bengio},
editor = {Andrea Pohoreckyj Danyluk and
L{\'{e}}on Bottou and
Michael L. Littman},
title = {Workshop summary: Workshop on learning feature hierarchies},
booktitle = {Proceedings of the 26th Annual International Conference on Machine
Learning, {ICML} 2009, Montreal, Quebec, Canada, June 14-18, 2009},
series = {{ACM} International Conference Proceeding Series},
volume = {382},
pages = {5},
publisher = {{ACM}},
year = {2009},
url = {https://doi.org/10.1145/1553374.1553543},
doi = {10.1145/1553374.1553543},
timestamp = {Tue, 06 Nov 2018 16:58:29 +0100},
biburl = {https://dblp.org/rec/conf/icml/YuSLHB09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/TaylorH09,
author = {Graham W. Taylor and
Geoffrey E. Hinton},
editor = {Andrea Pohoreckyj Danyluk and
L{\'{e}}on Bottou and
Michael L. Littman},
title = {Factored conditional restricted Boltzmann Machines for modeling motion
style},
booktitle = {Proceedings of the 26th Annual International Conference on Machine
Learning, {ICML} 2009, Montreal, Quebec, Canada, June 14-18, 2009},
series = {{ACM} International Conference Proceeding Series},
volume = {382},
pages = {1025--1032},
publisher = {{ACM}},
year = {2009},
url = {https://doi.org/10.1145/1553374.1553505},
doi = {10.1145/1553374.1553505},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/TaylorH09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/TielemanH09,
author = {Tijmen Tieleman and
Geoffrey E. Hinton},
editor = {Andrea Pohoreckyj Danyluk and
L{\'{e}}on Bottou and
Michael L. Littman},
title = {Using fast weights to improve persistent contrastive divergence},
booktitle = {Proceedings of the 26th Annual International Conference on Machine
Learning, {ICML} 2009, Montreal, Quebec, Canada, June 14-18, 2009},
series = {{ACM} International Conference Proceeding Series},
volume = {382},
pages = {1033--1040},
publisher = {{ACM}},
year = {2009},
url = {https://doi.org/10.1145/1553374.1553506},
doi = {10.1145/1553374.1553506},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/TielemanH09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/NairH09,
author = {Vinod Nair and
Geoffrey E. Hinton},
editor = {Yoshua Bengio and
Dale Schuurmans and
John D. Lafferty and
Christopher K. I. Williams and
Aron Culotta},
title = {3D Object Recognition with Deep Belief Nets},
booktitle = {Advances in Neural Information Processing Systems 22: 23rd Annual
Conference on Neural Information Processing Systems 2009. Proceedings
of a meeting held 7-10 December 2009, Vancouver, British Columbia,
Canada},
pages = {1339--1347},
publisher = {Curran Associates, Inc.},
year = {2009},
url = {https://proceedings.neurips.cc/paper/2009/hash/6e7b33fdea3adc80ebd648fffb665bb8-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/NairH09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/PalatucciPHM09,
author = {Mark Palatucci and
Dean Pomerleau and
Geoffrey E. Hinton and
Tom M. Mitchell},
editor = {Yoshua Bengio and
Dale Schuurmans and
John D. Lafferty and
Christopher K. I. Williams and
Aron Culotta},
title = {Zero-shot Learning with Semantic Output Codes},
booktitle = {Advances in Neural Information Processing Systems 22: 23rd Annual
Conference on Neural Information Processing Systems 2009. Proceedings
of a meeting held 7-10 December 2009, Vancouver, British Columbia,
Canada},
pages = {1410--1418},
publisher = {Curran Associates, Inc.},
year = {2009},
url = {https://proceedings.neurips.cc/paper/2009/hash/1543843a4723ed2ab08e18053ae6dc5b-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/PalatucciPHM09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/SalakhutdinovH09,
author = {Ruslan Salakhutdinov and
Geoffrey E. Hinton},
editor = {Yoshua Bengio and
Dale Schuurmans and
John D. Lafferty and
Christopher K. I. Williams and
Aron Culotta},
title = {Replicated Softmax: an Undirected Topic Model},
booktitle = {Advances in Neural Information Processing Systems 22: 23rd Annual
Conference on Neural Information Processing Systems 2009. Proceedings
of a meeting held 7-10 December 2009, Vancouver, British Columbia,
Canada},
pages = {1607--1614},
publisher = {Curran Associates, Inc.},
year = {2009},
url = {https://proceedings.neurips.cc/paper/2009/hash/31839b036f63806cba3f47b93af8ccb5-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/SalakhutdinovH09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/TaylorH09,
author = {Graham W. Taylor and
Geoffrey E. Hinton},
editor = {Jeff A. Bilmes and
Andrew Y. Ng},
title = {Products of Hidden Markov Models: It Takes N{\textgreater}1 to Tango},
booktitle = {{UAI} 2009, Proceedings of the Twenty-Fifth Conference on Uncertainty
in Artificial Intelligence, Montreal, QC, Canada, June 18-21, 2009},
pages = {522--529},
publisher = {{AUAI} Press},
year = {2009},
url = {https://www.auai.org/uai2009/papers/UAI2009\_0167\_d5a0043e06398cb511c8f822e5d210a2.pdf},
timestamp = {Tue, 25 Oct 2022 12:03:45 +0200},
biburl = {https://dblp.org/rec/conf/uai/TaylorH09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/SalakhutdinovH09,
author = {Ruslan Salakhutdinov and
Geoffrey E. Hinton},
editor = {David A. Van Dyk and
Max Welling},
title = {Deep Boltzmann Machines},
booktitle = {Proceedings of the Twelfth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2009, Clearwater Beach, Florida,
USA, April 16-18, 2009},
series = {{JMLR} Proceedings},
volume = {5},
pages = {448--455},
publisher = {JMLR.org},
year = {2009},
url = {http://proceedings.mlr.press/v5/salakhutdinov09a.html},
timestamp = {Wed, 29 May 2019 08:41:44 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/SalakhutdinovH09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/neco/SutskeverH08,
author = {Ilya Sutskever and
Geoffrey E. Hinton},
title = {Deep, Narrow Sigmoid Belief Networks Are Universal Approximators},
journal = {Neural Comput.},
volume = {20},
number = {11},
pages = {2629--2636},
year = {2008},
url = {https://doi.org/10.1162/neco.2008.12-07-661},
doi = {10.1162/NECO.2008.12-07-661},
timestamp = {Tue, 01 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/neco/SutskeverH08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/YuechengMH08,
author = {Zhang Yuecheng and
Andriy Mnih and
Geoffrey E. Hinton},
title = {Improving a statistical language model by modulating the effects of
context words},
booktitle = {16th European Symposium on Artificial Neural Networks, {ESANN} 2008,
Bruges, Belgium, April 23-25, 2008, Proceedings},
pages = {493--498},
year = {2008},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2008-116.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/YuechengMH08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/NairSH08,
author = {Vinod Nair and
Joshua M. Susskind and
Geoffrey E. Hinton},
editor = {Vera Kurkov{\'{a}} and
Roman Neruda and
Jan Koutn{\'{\i}}k},
title = {Analysis-by-Synthesis by Learning to Invert Generative Black Boxes},
booktitle = {Artificial Neural Networks - {ICANN} 2008 , 18th International Conference,
Prague, Czech Republic, September 3-6, 2008, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {5163},
pages = {971--981},
publisher = {Springer},
year = {2008},
url = {https://doi.org/10.1007/978-3-540-87536-9\_99},
doi = {10.1007/978-3-540-87536-9\_99},
timestamp = {Tue, 14 May 2019 10:00:49 +0200},
biburl = {https://dblp.org/rec/conf/icann/NairSH08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/MnihH08,
author = {Andriy Mnih and
Geoffrey E. Hinton},
editor = {Daphne Koller and
Dale Schuurmans and
Yoshua Bengio and
L{\'{e}}on Bottou},
title = {A Scalable Hierarchical Distributed Language Model},
booktitle = {Advances in Neural Information Processing Systems 21, Proceedings
of the Twenty-Second Annual Conference on Neural Information Processing
Systems, Vancouver, British Columbia, Canada, December 8-11, 2008},
pages = {1081--1088},
publisher = {Curran Associates, Inc.},
year = {2008},
url = {https://proceedings.neurips.cc/paper/2008/hash/1e056d2b0ebd5c878c550da6ac5d3724-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/MnihH08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/NairH08,
author = {Vinod Nair and
Geoffrey E. Hinton},
editor = {Daphne Koller and
Dale Schuurmans and
Yoshua Bengio and
L{\'{e}}on Bottou},
title = {Implicit Mixtures of Restricted Boltzmann Machines},
booktitle = {Advances in Neural Information Processing Systems 21, Proceedings
of the Twenty-Second Annual Conference on Neural Information Processing
Systems, Vancouver, British Columbia, Canada, December 8-11, 2008},
pages = {1145--1152},
publisher = {Curran Associates, Inc.},
year = {2008},
url = {https://proceedings.neurips.cc/paper/2008/hash/e820a45f1dfc7b95282d10b6087e11c0-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/NairH08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/SchmahHZSS08,
author = {Tanya Schmah and
Geoffrey E. Hinton and
Richard S. Zemel and
Steven L. Small and
Stephen C. Strother},
editor = {Daphne Koller and
Dale Schuurmans and
Yoshua Bengio and
L{\'{e}}on Bottou},
title = {Generative versus discriminative training of RBMs for classification
of fMRI images},
booktitle = {Advances in Neural Information Processing Systems 21, Proceedings
of the Twenty-Second Annual Conference on Neural Information Processing
Systems, Vancouver, British Columbia, Canada, December 8-11, 2008},
pages = {1409--1416},
publisher = {Curran Associates, Inc.},
year = {2008},
url = {https://proceedings.neurips.cc/paper/2008/hash/3e77a14629775492504515dc4b23deda-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/SchmahHZSS08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/SutskeverH08,
author = {Ilya Sutskever and
Geoffrey E. Hinton},
editor = {Daphne Koller and
Dale Schuurmans and
Yoshua Bengio and
L{\'{e}}on Bottou},
title = {Using matrices to model symbolic relationship},
booktitle = {Advances in Neural Information Processing Systems 21, Proceedings
of the Twenty-Second Annual Conference on Neural Information Processing
Systems, Vancouver, British Columbia, Canada, December 8-11, 2008},
pages = {1593--1600},
publisher = {Curran Associates, Inc.},
year = {2008},
url = {https://proceedings.neurips.cc/paper/2008/hash/cfa0860e83a4c3a763a7e62d825349f7-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/SutskeverH08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/SutskeverHT08,
author = {Ilya Sutskever and
Geoffrey E. Hinton and
Graham W. Taylor},
editor = {Daphne Koller and
Dale Schuurmans and
Yoshua Bengio and
L{\'{e}}on Bottou},
title = {The Recurrent Temporal Restricted Boltzmann Machine},
booktitle = {Advances in Neural Information Processing Systems 21, Proceedings
of the Twenty-Second Annual Conference on Neural Information Processing
Systems, Vancouver, British Columbia, Canada, December 8-11, 2008},
pages = {1601--1608},
publisher = {Curran Associates, Inc.},
year = {2008},
url = {https://proceedings.neurips.cc/paper/2008/hash/9ad6aaed513b73148b7d49f70afcfb32-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/SutskeverHT08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/scholarpedia/Hinton07,
author = {Geoffrey E. Hinton},
title = {Boltzmann machine},
journal = {Scholarpedia},
volume = {2},
number = {5},
pages = {1668},
year = {2007},
url = {https://doi.org/10.4249/scholarpedia.1668},
doi = {10.4249/SCHOLARPEDIA.1668},
timestamp = {Thu, 23 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/scholarpedia/Hinton07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/MemisevicH07,
author = {Roland Memisevic and
Geoffrey E. Hinton},
title = {Unsupervised Learning of Image Transformations},
booktitle = {2007 {IEEE} Computer Society Conference on Computer Vision and Pattern
Recognition {(CVPR} 2007), 18-23 June 2007, Minneapolis, Minnesota,
{USA}},
publisher = {{IEEE} Computer Society},
year = {2007},
url = {https://doi.org/10.1109/CVPR.2007.383036},
doi = {10.1109/CVPR.2007.383036},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cvpr/MemisevicH07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/MnihH07,
author = {Andriy Mnih and
Geoffrey E. Hinton},
editor = {Zoubin Ghahramani},
title = {Three new graphical models for statistical language modelling},
booktitle = {Machine Learning, Proceedings of the Twenty-Fourth International Conference
{(ICML} 2007), Corvallis, Oregon, USA, June 20-24, 2007},
series = {{ACM} International Conference Proceeding Series},
volume = {227},
pages = {641--648},
publisher = {{ACM}},
year = {2007},
url = {https://doi.org/10.1145/1273496.1273577},
doi = {10.1145/1273496.1273577},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/MnihH07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/SalakhutdinovMH07,
author = {Ruslan Salakhutdinov and
Andriy Mnih and
Geoffrey E. Hinton},
editor = {Zoubin Ghahramani},
title = {Restricted Boltzmann machines for collaborative filtering},
booktitle = {Machine Learning, Proceedings of the Twenty-Fourth International Conference
{(ICML} 2007), Corvallis, Oregon, USA, June 20-24, 2007},
series = {{ACM} International Conference Proceeding Series},
volume = {227},
pages = {791--798},
publisher = {{ACM}},
year = {2007},
url = {https://doi.org/10.1145/1273496.1273596},
doi = {10.1145/1273496.1273596},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/SalakhutdinovMH07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/OsinderoH07,
author = {Simon Osindero and
Geoffrey E. Hinton},
editor = {John C. Platt and
Daphne Koller and
Yoram Singer and
Sam T. Roweis},
title = {Modeling image patches with a directed hierarchy of Markov random
fields},
booktitle = {Advances in Neural Information Processing Systems 20, Proceedings
of the Twenty-First Annual Conference on Neural Information Processing
Systems, Vancouver, British Columbia, Canada, December 3-6, 2007},
pages = {1121--1128},
publisher = {Curran Associates, Inc.},
year = {2007},
url = {https://proceedings.neurips.cc/paper/2007/hash/9232fe81225bcaef853ae32870a2b0fe-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/OsinderoH07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/SalakhutdinovH07,
author = {Ruslan Salakhutdinov and
Geoffrey E. Hinton},
editor = {John C. Platt and
Daphne Koller and
Yoram Singer and
Sam T. Roweis},
title = {Using Deep Belief Nets to Learn Covariance Kernels for Gaussian Processes},
booktitle = {Advances in Neural Information Processing Systems 20, Proceedings
of the Twenty-First Annual Conference on Neural Information Processing
Systems, Vancouver, British Columbia, Canada, December 3-6, 2007},
pages = {1249--1256},
publisher = {Curran Associates, Inc.},
year = {2007},
url = {https://proceedings.neurips.cc/paper/2007/hash/4b6538a44a1dfdc2b83477cd76dee98e-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/SalakhutdinovH07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/CookSMH07,
author = {James Cook and
Ilya Sutskever and
Andriy Mnih and
Geoffrey E. Hinton},
editor = {Marina Meila and
Xiaotong Shen},
title = {Visualizing Similarity Data with a Mixture of Maps},
booktitle = {Proceedings of the Eleventh International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2007, San Juan, Puerto Rico,
March 21-24, 2007},
series = {{JMLR} Proceedings},
volume = {2},
pages = {67--74},
publisher = {JMLR.org},
year = {2007},
url = {http://proceedings.mlr.press/v2/cook07a.html},
timestamp = {Wed, 29 May 2019 08:41:44 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/CookSMH07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/SalakhutdinovH07,
author = {Ruslan Salakhutdinov and
Geoffrey E. Hinton},
editor = {Marina Meila and
Xiaotong Shen},
title = {Learning a Nonlinear Embedding by Preserving Class Neighbourhood Structure},
booktitle = {Proceedings of the Eleventh International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2007, San Juan, Puerto Rico,
March 21-24, 2007},
series = {{JMLR} Proceedings},
volume = {2},
pages = {412--419},
publisher = {JMLR.org},
year = {2007},
url = {http://proceedings.mlr.press/v2/salakhutdinov07a.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/SalakhutdinovH07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/SutskeverH07,
author = {Ilya Sutskever and
Geoffrey E. Hinton},
editor = {Marina Meila and
Xiaotong Shen},
title = {Learning Multilevel Distributed Representations for High-Dimensional
Sequences},
booktitle = {Proceedings of the Eleventh International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2007, San Juan, Puerto Rico,
March 21-24, 2007},
series = {{JMLR} Proceedings},
volume = {2},
pages = {548--555},
publisher = {JMLR.org},
year = {2007},
url = {http://proceedings.mlr.press/v2/sutskever07a.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/SutskeverH07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cogsci/HintonOWT06,
author = {Geoffrey E. Hinton and
Simon Osindero and
Max Welling and
Yee Whye Teh},
title = {Unsupervised Discovery of Nonlinear Structure Using Contrastive Backpropagation},
journal = {Cogn. Sci.},
volume = {30},
number = {4},
pages = {725--731},
year = {2006},
url = {https://doi.org/10.1207/s15516709cog0000\_76},
doi = {10.1207/S15516709COG0000\_76},
timestamp = {Thu, 04 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cogsci/HintonOWT06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/neco/OsinderoWH06,
author = {Simon Osindero and
Max Welling and
Geoffrey E. Hinton},
title = {Topographic Product Models Applied to Natural Scene Statistics},
journal = {Neural Comput.},
volume = {18},
number = {2},
pages = {381--414},
year = {2006},
url = {https://doi.org/10.1162/089976606775093936},
doi = {10.1162/089976606775093936},
timestamp = {Tue, 01 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/neco/OsinderoWH06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/neco/HintonOT06,
author = {Geoffrey E. Hinton and
Simon Osindero and
Yee Whye Teh},
title = {A Fast Learning Algorithm for Deep Belief Nets},
journal = {Neural Comput.},
volume = {18},
number = {7},
pages = {1527--1554},
year = {2006},
url = {https://doi.org/10.1162/neco.2006.18.7.1527},
doi = {10.1162/NECO.2006.18.7.1527},
timestamp = {Tue, 01 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/neco/HintonOT06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/TaylorHR06,
author = {Graham W. Taylor and
Geoffrey E. Hinton and
Sam T. Roweis},
editor = {Bernhard Sch{\"{o}}lkopf and
John C. Platt and
Thomas Hofmann},
title = {Modeling Human Motion Using Binary Latent Variables},
booktitle = {Advances in Neural Information Processing Systems 19, Proceedings
of the Twentieth Annual Conference on Neural Information Processing
Systems, Vancouver, British Columbia, Canada, December 4-7, 2006},
pages = {1345--1352},
publisher = {{MIT} Press},
year = {2006},
url = {https://proceedings.neurips.cc/paper/2006/hash/1091660f3dff84fd648efe31391c5524-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/TaylorHR06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nn/MemisevicH05,
author = {Roland Memisevic and
Geoffrey E. Hinton},
title = {Improving dimensionality reduction with spectral gradient descent},
journal = {Neural Networks},
volume = {18},
number = {5-6},
pages = {702--710},
year = {2005},
url = {https://doi.org/10.1016/j.neunet.2005.06.034},
doi = {10.1016/J.NEUNET.2005.06.034},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/nn/MemisevicH05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/Carreira-Perpinan05,
author = {Miguel {\'{A}}. Carreira{-}Perpi{\~{n}}{\'{a}}n and
Geoffrey E. Hinton},
editor = {Robert G. Cowell and
Zoubin Ghahramani},
title = {On Contrastive Divergence Learning},
booktitle = {Proceedings of the Tenth International Workshop on Artificial Intelligence
and Statistics, {AISTATS} 2005, Bridgetown, Barbados, January 6-8,
2005},
publisher = {Society for Artificial Intelligence and Statistics},
year = {2005},
url = {http://www.gatsby.ucl.ac.uk/aistats/fullpapers/217.pdf},
timestamp = {Fri, 08 Apr 2016 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/Carreira-Perpinan05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/HintonOB05,
author = {Geoffrey E. Hinton and
Simon Osindero and
Kejie Bao},
editor = {Robert G. Cowell and
Zoubin Ghahramani},
title = {Learning Causally Linked Markov Random Fields},
booktitle = {Proceedings of the Tenth International Workshop on Artificial Intelligence
and Statistics, {AISTATS} 2005, Bridgetown, Barbados, January 6-8,
2005},
publisher = {Society for Artificial Intelligence and Statistics},
year = {2005},
url = {http://www.gatsby.ucl.ac.uk/aistats/fullpapers/247.pdf},
timestamp = {Thu, 07 May 2015 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/HintonOB05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/Hinton05,
author = {Geoffrey E. Hinton},
editor = {Leslie Pack Kaelbling and
Alessandro Saffiotti},
title = {What kind of graphical model is the brain?},
booktitle = {IJCAI-05, Proceedings of the Nineteenth International Joint Conference
on Artificial Intelligence, Edinburgh, Scotland, UK, July 30 - August
5, 2005},
pages = {1765},
publisher = {Professional Book Center},
year = {2005},
url = {http://ijcai.org/Proceedings/05/Papers/invited.pdf},
timestamp = {Tue, 20 Aug 2019 16:16:29 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/Hinton05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/HintonN05,
author = {Geoffrey E. Hinton and
Vinod Nair},
title = {Inferring Motor Programs from Images of Handwritten Digits},
booktitle = {Advances in Neural Information Processing Systems 18 [Neural Information
Processing Systems, {NIPS} 2005, December 5-8, 2005, Vancouver, British
Columbia, Canada]},
pages = {515--522},
year = {2005},
url = {https://proceedings.neurips.cc/paper/2005/hash/8fc687aa152e8199fe9e73304d407bca-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/HintonN05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/SallansH04,
author = {Brian Sallans and
Geoffrey E. Hinton},
title = {Reinforcement Learning with Factored States and Actions},
journal = {J. Mach. Learn. Res.},
volume = {5},
pages = {1063--1088},
year = {2004},
url = {http://jmlr.org/papers/volume5/sallans04a/sallans04a.pdf},
timestamp = {Wed, 10 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/SallansH04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/WellingZH04,
author = {Max Welling and
Richard S. Zemel and
Geoffrey E. Hinton},
title = {Probabilistic sequential independent components analysis},
journal = {{IEEE} Trans. Neural Networks},
volume = {15},
number = {4},
pages = {838--849},
year = {2004},
url = {https://doi.org/10.1109/TNN.2004.828765},
doi = {10.1109/TNN.2004.828765},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tnn/WellingZH04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icfhr/BishopSH04,
author = {Christopher M. Bishop and
Markus Svens{\'{e}}n and
Geoffrey E. Hinton},
title = {Distinguishing text from graphics in on-line handwritten ink},
booktitle = {Ninth International Workshop on Frontiers in Handwriting Recognition,
{IWFHR-9} 2004, Kokubunji, Tokyo, Japan, October 26-29, 2004},
pages = {142--147},
publisher = {{IEEE} Computer Society},
year = {2004},
url = {https://doi.org/10.1109/IWFHR.2004.34},
doi = {10.1109/IWFHR.2004.34},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icfhr/BishopSH04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/GoldbergerRHS04,
author = {Jacob Goldberger and
Sam T. Roweis and
Geoffrey E. Hinton and
Ruslan Salakhutdinov},
title = {Neighbourhood Components Analysis},
booktitle = {Advances in Neural Information Processing Systems 17 [Neural Information
Processing Systems, {NIPS} 2004, December 13-18, 2004, Vancouver,
British Columbia, Canada]},
pages = {513--520},
year = {2004},
url = {https://proceedings.neurips.cc/paper/2004/hash/42fe880812925e520249e808937738d2-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/GoldbergerRHS04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/MemisevicH04,
author = {Roland Memisevic and
Geoffrey E. Hinton},
title = {Multiple Relational Embedding},
booktitle = {Advances in Neural Information Processing Systems 17 [Neural Information
Processing Systems, {NIPS} 2004, December 13-18, 2004, Vancouver,
British Columbia, Canada]},
pages = {913--920},
year = {2004},
url = {https://proceedings.neurips.cc/paper/2004/hash/148260a1ce4fe4907df4cd475c442e28-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/MemisevicH04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/WellingRH04,
author = {Max Welling and
Michal Rosen{-}Zvi and
Geoffrey E. Hinton},
title = {Exponential Family Harmoniums with an Application to Information Retrieval},
booktitle = {Advances in Neural Information Processing Systems 17 [Neural Information
Processing Systems, {NIPS} 2004, December 13-18, 2004, Vancouver,
British Columbia, Canada]},
pages = {1481--1488},
year = {2004},
url = {https://proceedings.neurips.cc/paper/2004/hash/0e900ad84f63618452210ab8baae0218-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/WellingRH04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/TehWOH03,
author = {Yee Whye Teh and
Max Welling and
Simon Osindero and
Geoffrey E. Hinton},
title = {Energy-Based Models for Sparse Overcomplete Representations},
journal = {J. Mach. Learn. Res.},
volume = {4},
pages = {1235--1260},
year = {2003},
url = {http://jmlr.org/papers/v4/teh03a.html},
timestamp = {Wed, 10 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/TehWOH03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/HintonWM03,
author = {Geoffrey E. Hinton and
Max Welling and
Andriy Mnih},
editor = {Sebastian Thrun and
Lawrence K. Saul and
Bernhard Sch{\"{o}}lkopf},
title = {Wormholes Improve Contrastive Divergence},
booktitle = {Advances in Neural Information Processing Systems 16 [Neural Information
Processing Systems, {NIPS} 2003, December 8-13, 2003, Vancouver and
Whistler, British Columbia, Canada]},
pages = {417--424},
publisher = {{MIT} Press},
year = {2003},
url = {https://proceedings.neurips.cc/paper/2003/hash/03cf87174debaccd689c90c34577b82f-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/HintonWM03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/WellingZH03,
author = {Max Welling and
Richard S. Zemel and
Geoffrey E. Hinton},
editor = {Christopher Meek and
Uffe Kj{\ae}rulff},
title = {Efficient Parametric Projection Pursuit Density Estimation},
booktitle = {{UAI} '03, Proceedings of the 19th Conference in Uncertainty in Artificial
Intelligence, Acapulco, Mexico, August 7-10 2003},
pages = {575--582},
publisher = {Morgan Kaufmann},
year = {2003},
url = {https://dslpitt.org/uai/displayArticleDetails.jsp?mmnu=1\&\#38;smnu=2\&\#38;article\_id=976\&\#38;proceeding\_id=19},
timestamp = {Wed, 03 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/WellingZH03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/aim/PirriHL02,
author = {Fiora Pirri and
Geoffrey E. Hinton and
Hector J. Levesque},
title = {In Memory of Ray Reiter {(1939-2002)}},
journal = {{AI} Mag.},
volume = {23},
number = {4},
pages = {93},
year = {2002},
url = {https://doi.org/10.1609/aimag.v23i4.1672},
doi = {10.1609/AIMAG.V23I4.1672},
timestamp = {Tue, 25 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/aim/PirriHL02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cgf/OoreTH02,
author = {Sageev Oore and
Demetri Terzopoulos and
Geoffrey E. Hinton},
title = {Local Physical Models for Interactive Character Animation},
journal = {Comput. Graph. Forum},
volume = {21},
number = {3},
pages = {337--346},
year = {2002},
url = {https://doi.org/10.1111/1467-8659.00593},
doi = {10.1111/1467-8659.00593},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/cgf/OoreTH02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/neco/Hinton02,
author = {Geoffrey E. Hinton},
title = {Training Products of Experts by Minimizing Contrastive Divergence},
journal = {Neural Comput.},
volume = {14},
number = {8},
pages = {1771--1800},
year = {2002},
url = {https://doi.org/10.1162/089976602760128018},
doi = {10.1162/089976602760128018},
timestamp = {Tue, 01 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/neco/Hinton02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/neuroimage/FristonPPKHA02,
author = {Karl J. Friston and
William D. Penny and
Christophe Phillips and
Stefan J. Kiebel and
Geoffrey E. Hinton and
John Ashburner},
title = {Classical and Bayesian Inference in Neuroimaging: Theory},
journal = {NeuroImage},
volume = {16},
number = {2},
pages = {465--483},
year = {2002},
url = {https://doi.org/10.1006/nimg.2002.1090},
doi = {10.1006/NIMG.2002.1090},
timestamp = {Tue, 07 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/neuroimage/FristonPPKHA02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pami/MayrazH02,
author = {Guy Mayraz and
Geoffrey E. Hinton},
title = {Recognizing Handwritten Digits Using Hierarchical Products of Experts},
journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
volume = {24},
number = {2},
pages = {189--197},
year = {2002},
url = {https://doi.org/10.1109/34.982899},
doi = {10.1109/34.982899},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pami/MayrazH02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/graphicsinterface/OoreTH02,
author = {Sageev Oore and
Demetri Terzopoulos and
Geoffrey E. Hinton},
title = {A Desktop Input Device and Interface for Interactive 3D Character
Animation},
booktitle = {Proceedings of the Graphics Interface 2002 Conference, Calgary, Alberta,
Canada, May 27-29, 2002},
pages = {133--140},
publisher = {Canadian Human-Computer Communications Society},
year = {2002},
url = {http://www.graphicsinterface.org/proceedings/2002/219/},
timestamp = {Thu, 02 Feb 2017 15:45:58 +0100},
biburl = {https://dblp.org/rec/conf/graphicsinterface/OoreTH02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/WellingH02,
author = {Max Welling and
Geoffrey E. Hinton},
editor = {Jos{\'{e}} R. Dorronsoro},
title = {A New Learning Algorithm for Mean Field Boltzmann Machines},
booktitle = {Artificial Neural Networks - {ICANN} 2002, International Conference,
Madrid, Spain, August 28-30, 2002, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {2415},
pages = {351--357},
publisher = {Springer},
year = {2002},
url = {https://doi.org/10.1007/3-540-46084-5\_57},
doi = {10.1007/3-540-46084-5\_57},
timestamp = {Sun, 02 Jun 2019 21:16:26 +0200},
biburl = {https://dblp.org/rec/conf/icann/WellingH02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/WellingZH02,
author = {Max Welling and
Richard S. Zemel and
Geoffrey E. Hinton},
editor = {Suzanna Becker and
Sebastian Thrun and
Klaus Obermayer},
title = {Self Supervised Boosting},
booktitle = {Advances in Neural Information Processing Systems 15 [Neural Information
Processing Systems, {NIPS} 2002, December 9-14, 2002, Vancouver, British
Columbia, Canada]},
pages = {665--672},
publisher = {{MIT} Press},
year = {2002},
url = {https://proceedings.neurips.cc/paper/2002/hash/cd0cbcc668fe4bc58e0af3cc7e0a653d-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/WellingZH02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/HintonR02,
author = {Geoffrey E. Hinton and
Sam T. Roweis},
editor = {Suzanna Becker and
Sebastian Thrun and
Klaus Obermayer},
title = {Stochastic Neighbor Embedding},
booktitle = {Advances in Neural Information Processing Systems 15 [Neural Information
Processing Systems, {NIPS} 2002, December 9-14, 2002, Vancouver, British
Columbia, Canada]},
pages = {833--840},
publisher = {{MIT} Press},
year = {2002},
url = {https://proceedings.neurips.cc/paper/2002/hash/6150ccc6069bea6b5716254057a194ef-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/HintonR02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/WellingHO02,
author = {Max Welling and
Geoffrey E. Hinton and
Simon Osindero},
editor = {Suzanna Becker and
Sebastian Thrun and
Klaus Obermayer},
title = {Learning Sparse Topographic Representations with Products of Student-t
Distributions},
booktitle = {Advances in Neural Information Processing Systems 15 [Neural Information
Processing Systems, {NIPS} 2002, December 9-14, 2002, Vancouver, British
Columbia, Canada]},
pages = {1359--1366},
publisher = {{MIT} Press},
year = {2002},
url = {https://proceedings.neurips.cc/paper/2002/hash/bb1662b7c5f22a0f905fd59e718ca05e-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/WellingHO02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/PaccanaroH01,
author = {Alberto Paccanaro and
Geoffrey E. Hinton},
title = {Learning Distributed Representations of Concepts Using Linear Relational
Embedding},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {13},
number = {2},
pages = {232--244},
year = {2001},
url = {https://doi.org/10.1109/69.917563},
doi = {10.1109/69.917563},
timestamp = {Sat, 20 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/PaccanaroH01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/BrownH01,
author = {Andrew D. Brown and
Geoffrey E. Hinton},
editor = {Thomas S. Richardson and
Tommi S. Jaakkola},
title = {Products of Hidden Markov Models},
booktitle = {Proceedings of the Eighth International Workshop on Artificial Intelligence
and Statistics, {AISTATS} 2001, Key West, Florida, USA, January 4-7,
2001},
publisher = {Society for Artificial Intelligence and Statistics},
year = {2001},
url = {http://www.gatsby.ucl.ac.uk/aistats/aistats2001/files/brown143.ps},
timestamp = {Thu, 21 Jun 2018 07:20:57 +0200},
biburl = {https://dblp.org/rec/conf/aistats/BrownH01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/PaccanaroH01,
author = {Alberto Paccanaro and
Geoffrey E. Hinton},
editor = {Thomas G. Dietterich and
Suzanna Becker and
Zoubin Ghahramani},
title = {Learning Hierarchical Structures with Linear Relational Embedding},
booktitle = {Advances in Neural Information Processing Systems 14 [Neural Information
Processing Systems: Natural and Synthetic, {NIPS} 2001, December 3-8,
2001, Vancouver, British Columbia, Canada]},
pages = {857--864},
publisher = {{MIT} Press},
year = {2001},
url = {https://proceedings.neurips.cc/paper/2001/hash/814a9c18f5abff398787c9cfcbf3d80c-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/PaccanaroH01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/RoweisSH01,
author = {Sam T. Roweis and
Lawrence K. Saul and
Geoffrey E. Hinton},
editor = {Thomas G. Dietterich and
Suzanna Becker and
Zoubin Ghahramani},
title = {Global Coordination of Local Linear Models},
booktitle = {Advances in Neural Information Processing Systems 14 [Neural Information
Processing Systems: Natural and Synthetic, {NIPS} 2001, December 3-8,
2001, Vancouver, British Columbia, Canada]},
pages = {889--896},
publisher = {{MIT} Press},
year = {2001},
url = {https://proceedings.neurips.cc/paper/2001/hash/850af92f8d9903e7a4e0559a98ecc857-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/RoweisSH01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/BrownH01,
author = {Andrew D. Brown and
Geoffrey E. Hinton},
editor = {Thomas G. Dietterich and
Suzanna Becker and
Zoubin Ghahramani},
title = {Relative Density Nets: {A} New Way to Combine Backpropagation with
HMM's},
booktitle = {Advances in Neural Information Processing Systems 14 [Neural Information
Processing Systems: Natural and Synthetic, {NIPS} 2001, December 3-8,
2001, Vancouver, British Columbia, Canada]},
pages = {1149--1156},
publisher = {{MIT} Press},
year = {2001},
url = {https://proceedings.neurips.cc/paper/2001/hash/9bb6dee73b8b0ca97466ccb24fff3139-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/BrownH01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/HintonT01,
author = {Geoffrey E. Hinton and
Yee Whye Teh},
editor = {Jack S. Breese and
Daphne Koller},
title = {Discovering Multiple Constraints that are Frequently Approximately
Satisfied},
booktitle = {{UAI} '01: Proceedings of the 17th Conference in Uncertainty in Artificial
Intelligence, University of Washington, Seattle, Washington, USA,
August 2-5, 2001},
pages = {227--234},
publisher = {Morgan Kaufmann},
year = {2001},
url = {https://dslpitt.org/uai/displayArticleDetails.jsp?mmnu=1\&\#38;smnu=2\&\#38;article\_id=104\&\#38;proceeding\_id=17},
timestamp = {Wed, 03 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/HintonT01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wirn/PaccanaroH01,
author = {Alberto Paccanaro and
Geoffrey E. Hinton},
editor = {Roberto Tagliaferri and
Maria Marinaro},
title = {Learning Distributed Representations of Relational Data using Linear
Relational Embedding},
booktitle = {Proceedings of the 12th Italian Workshop on Neural Nets, {WIRN} {VIETRI}
2001, Vietri sul Mare, Salerno, Italy, May 17-19, 2001},
series = {Perspectives in Neural Computing},
pages = {134--143},
publisher = {Springer},
year = {2001},
url = {https://doi.org/10.1007/978-1-4471-0219-9\_12},
doi = {10.1007/978-1-4471-0219-9\_12},
timestamp = {Tue, 12 May 2020 15:25:47 +0200},
biburl = {https://dblp.org/rec/conf/wirn/PaccanaroH01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/neco/GhahramaniH00,
author = {Zoubin Ghahramani and
Geoffrey E. Hinton},
title = {Variational Learning for Switching State-Space Models},
journal = {Neural Comput.},
volume = {12},
number = {4},
pages = {831--864},
year = {2000},
url = {https://doi.org/10.1162/089976600300015619},
doi = {10.1162/089976600300015619},
timestamp = {Tue, 01 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/neco/GhahramaniH00.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/neco/UedaNGH00,
author = {Naonori Ueda and
Ryohei Nakano and
Zoubin Ghahramani and
Geoffrey E. Hinton},
title = {{SMEM} Algorithm for Mixture Models},
journal = {Neural Comput.},
volume = {12},
number = {9},
pages = {2109--2128},
year = {2000},
url = {https://doi.org/10.1162/089976600300015088},
doi = {10.1162/089976600300015088},
timestamp = {Tue, 01 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/neco/UedaNGH00.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/vlsisp/UedaNGH00,
author = {Naonori Ueda and
Ryohei Nakano and
Zoubin Ghahramani and
Geoffrey E. Hinton},
title = {Split and Merge {EM} Algorithm for Improving Gaussian Mixture Density
Estimates},
journal = {J. {VLSI} Signal Process.},
volume = {26},
number = {1-2},
pages = {133--140},
year = {2000},
url = {https://doi.org/10.1023/A:1008155703044},
doi = {10.1023/A:1008155703044},
timestamp = {Wed, 20 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/vlsisp/UedaNGH00.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/Hinton00,
author = {Geoffrey E. Hinton},
editor = {Henry A. Kautz and
Bruce W. Porter},
title = {Modeling High-Dimensional Data by Combining Simple Experts},
booktitle = {Proceedings of the Seventeenth National Conference on Artificial Intelligence
and Twelfth Conference on on Innovative Applications of Artificial
Intelligence, July 30 - August 3, 2000, Austin, Texas, {USA}},
pages = {1159--1164},
publisher = {{AAAI} Press / The {MIT} Press},
year = {2000},
url = {http://www.aaai.org/Library/AAAI/2000/aaai00-211.php},
timestamp = {Tue, 05 Sep 2023 09:10:47 +0200},
biburl = {https://dblp.org/rec/conf/aaai/Hinton00.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/PaccanaroH00,
author = {Alberto Paccanaro and
Geoffrey E. Hinton},
editor = {Pat Langley},
title = {Learning Distributed Representations by Mapping Concepts and Relations
into a Linear Space},
booktitle = {Proceedings of the Seventeenth International Conference on Machine
Learning {(ICML} 2000), Stanford University, Stanford, CA, USA, June
29 - July 2, 2000},
pages = {711--718},
publisher = {Morgan Kaufmann},
year = {2000},
timestamp = {Sun, 21 Feb 2010 20:54:50 +0100},
biburl = {https://dblp.org/rec/conf/icml/PaccanaroH00.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/PaccanaroH00,
author = {Alberto Paccanaro and
Geoffrey E. Hinton},
title = {Extracting Distributed Representations of Concepts and Relations from
Positive and Negative Propositions},
booktitle = {Proceedings of the {IEEE-INNS-ENNS} International Joint Conference
on Neural Networks, {IJCNN} 2000, Neural Computing: New Challenges
and Perspectives for the New Millennium, Como, Italy, July 24-27,
2000, Volume 2},
pages = {259--264},
publisher = {{IEEE} Computer Society},
year = {2000},
url = {https://doi.org/10.1109/IJCNN.2000.857906},
doi = {10.1109/IJCNN.2000.857906},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ijcnn/PaccanaroH00.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/TehH00,
author = {Yee Whye Teh and
Geoffrey E. Hinton},
editor = {Todd K. Leen and
Thomas G. Dietterich and
Volker Tresp},
title = {Rate-coded Restricted Boltzmann Machines for Face Recognition},
booktitle = {Advances in Neural Information Processing Systems 13, Papers from
Neural Information Processing Systems {(NIPS)} 2000, Denver, CO, {USA}},
pages = {908--914},
publisher = {{MIT} Press},
year = {2000},
url = {https://proceedings.neurips.cc/paper/2000/hash/c366c2c97d47b02b24c3ecade4c40a01-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/TehH00.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/MayrazH00,
author = {Guy Mayraz and
Geoffrey E. Hinton},
editor = {Todd K. Leen and
Thomas G. Dietterich and
Volker Tresp},
title = {Recognizing Hand-written Digits Using Hierarchical Products of Experts},
booktitle = {Advances in Neural Information Processing Systems 13, Papers from
Neural Information Processing Systems {(NIPS)} 2000, Denver, CO, {USA}},
pages = {953--959},
publisher = {{MIT} Press},
year = {2000},
url = {https://proceedings.neurips.cc/paper/2000/hash/1f1baa5b8edac74eb4eaa329f14a0361-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/MayrazH00.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/SallansH00,
author = {Brian Sallans and
Geoffrey E. Hinton},
editor = {Todd K. Leen and
Thomas G. Dietterich and
Volker Tresp},
title = {Using Free Energies to Represent Q-values in a Multiagent Reinforcement
Learning Task},
booktitle = {Advances in Neural Information Processing Systems 13, Papers from
Neural Information Processing Systems {(NIPS)} 2000, Denver, CO, {USA}},
pages = {1075--1081},
publisher = {{MIT} Press},
year = {2000},
url = {https://proceedings.neurips.cc/paper/2000/hash/2d1b2a5ff364606ff041650887723470-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/SallansH00.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/neco/FreyH99,
author = {Brendan J. Frey and
Geoffrey E. Hinton},
title = {Variational Learning in Nonlinear Gaussian Belief Networks},
journal = {Neural Comput.},
volume = {11},
number = {1},
pages = {193--213},
year = {1999},
url = {https://doi.org/10.1162/089976699300016872},
doi = {10.1162/089976699300016872},
timestamp = {Tue, 01 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/neco/FreyH99.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/HintonB99,
author = {Geoffrey E. Hinton and
Andrew D. Brown},
editor = {Sara A. Solla and
Todd K. Leen and
Klaus{-}Robert M{\"{u}}ller},
title = {Spiking Boltzmann Machines},
booktitle = {Advances in Neural Information Processing Systems 12, {[NIPS} Conference,
Denver, Colorado, USA, November 29 - December 4, 1999]},
pages = {122--128},
publisher = {The {MIT} Press},
year = {1999},
url = {http://papers.nips.cc/paper/1724-spiking-boltzmann-machines},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/HintonB99.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/HintonGT99,
author = {Geoffrey E. Hinton and
Zoubin Ghahramani and
Yee Whye Teh},
editor = {Sara A. Solla and
Todd K. Leen and
Klaus{-}Robert M{\"{u}}ller},
title = {Learning to Parse Images},
booktitle = {Advances in Neural Information Processing Systems 12, {[NIPS} Conference,
Denver, Colorado, USA, November 29 - December 4, 1999]},
pages = {463--469},
publisher = {The {MIT} Press},
year = {1999},
url = {http://papers.nips.cc/paper/1710-learning-to-parse-images},
timestamp = {Fri, 06 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/HintonGT99.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sac/TibshiraniH98,
author = {Robert Tibshirani and
Geoffrey E. Hinton},
title = {Coaching variables for regression and classification},
journal = {Stat. Comput.},
volume = {8},
number = {1},
pages = {25--33},
year = {1998},
url = {https://doi.org/10.1023/A:1008815025242},
doi = {10.1023/A:1008815025242},
timestamp = {Wed, 25 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/sac/TibshiraniH98.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/FelsH98,
author = {Sidney S. Fels and
Geoffrey E. Hinton},
title = {Glove-TalkII-a neural-network interface which maps gestures to parallel
formant speech synthesizer controls},
journal = {{IEEE} Trans. Neural Networks},
volume = {9},
number = {1},
pages = {205--212},
year = {1998},
url = {https://doi.org/10.1109/72.655042},
doi = {10.1109/72.655042},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tnn/FelsH98.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/UedaNGH98,
author = {Naonori Ueda and
Ryohei Nakano and
Zoubin Ghahramani and
Geoffrey E. Hinton},
editor = {Michael J. Kearns and
Sara A. Solla and
David A. Cohn},
title = {{SMEM} Algorithm for Mixture Models},
booktitle = {Advances in Neural Information Processing Systems 11, {[NIPS} Conference,
Denver, Colorado, USA, November 30 - December 5, 1998]},
pages = {599--605},
publisher = {The {MIT} Press},
year = {1998},
url = {http://papers.nips.cc/paper/1521-smem-algorithm-for-mixture-models},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/UedaNGH98.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/GrzeszczukTH98,
author = {Radek Grzeszczuk and
Demetri Terzopoulos and
Geoffrey E. Hinton},
editor = {Michael J. Kearns and
Sara A. Solla and
David A. Cohn},
title = {Fast Neural Network Emulation of Dynamical Systems for Computer Animation},
booktitle = {Advances in Neural Information Processing Systems 11, {[NIPS} Conference,
Denver, Colorado, USA, November 30 - December 5, 1998]},
pages = {882--888},
publisher = {The {MIT} Press},
year = {1998},
url = {http://papers.nips.cc/paper/1562-fast-neural-network-emulation-of-dynamical-systems-for-computer-animation},
timestamp = {Fri, 06 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/GrzeszczukTH98.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/siggraph/GrzeszczukTH98,
author = {Radek Grzeszczuk and
Demetri Terzopoulos and
Geoffrey E. Hinton},
editor = {Steve Cunningham and
Walt Bransford and
Michael F. Cohen},
title = {NeuroAnimator: Fast Neural Network Emulation and Control of Physics-based
Models},
booktitle = {Proceedings of the 25th Annual Conference on Computer Graphics and
Interactive Techniques, {SIGGRAPH} 1998, Orlando, FL, USA, July 19-24,
1998},
pages = {9--20},
publisher = {{ACM}},
year = {1998},
url = {https://doi.org/10.1145/280814.280816},
doi = {10.1145/280814.280816},
timestamp = {Tue, 06 Nov 2018 16:59:13 +0100},
biburl = {https://dblp.org/rec/conf/siggraph/GrzeszczukTH98.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:books/sp/12/NealH98,
author = {Radford M. Neal and
Geoffrey E. Hinton},
editor = {Michael I. Jordan},
title = {A View of the Em Algorithm that Justifies Incremental, Sparse, and
other Variants},
booktitle = {Learning in Graphical Models},
series = {{NATO} {ASI} Series},
volume = {89},
pages = {355--368},
publisher = {Springer Netherlands},
year = {1998},
url = {https://doi.org/10.1007/978-94-011-5014-9\_12},
doi = {10.1007/978-94-011-5014-9\_12},
timestamp = {Wed, 31 Jul 2019 13:30:26 +0200},
biburl = {https://dblp.org/rec/books/sp/12/NealH98.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:books/sp/12/HintonSG98,
author = {Geoffrey E. Hinton and
Brian Sallans and
Zoubin Ghahramani},
editor = {Michael I. Jordan},
title = {A Hierarchical Community of Experts},
booktitle = {Learning in Graphical Models},
series = {{NATO} {ASI} Series},
volume = {89},
pages = {479--494},
publisher = {Springer Netherlands},
year = {1998},
url = {https://doi.org/10.1007/978-94-011-5014-9\_17},
doi = {10.1007/978-94-011-5014-9\_17},
timestamp = {Wed, 31 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/books/sp/12/HintonSG98.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cj/FreyH97,
author = {Brendan J. Frey and
Geoffrey E. Hinton},
title = {Efficient Stochastic Source Coding and an Application to a Bayesian
Network Source Model},
journal = {Comput. J.},
volume = {40},
number = {2/3},
pages = {157--165},
year = {1997},
timestamp = {Mon, 24 Nov 2003 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/cj/FreyH97.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cviu/WilliamsRH97,
author = {Christopher K. I. Williams and
Michael Revow and
Geoffrey E. Hinton},
title = {Instantiating Deformable Models with a Neural Net},
journal = {Comput. Vis. Image Underst.},
volume = {68},
number = {1},
pages = {120--126},
year = {1997},
url = {https://doi.org/10.1006/cviu.1997.0540},
doi = {10.1006/CVIU.1997.0540},
timestamp = {Fri, 21 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/cviu/WilliamsRH97.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/neco/DayanH97,
author = {Peter Dayan and
Geoffrey E. Hinton},
title = {Using Expectation-Maximization for Reinforcement Learning},
journal = {Neural Comput.},
volume = {9},
number = {2},
pages = {271--278},
year = {1997},
url = {https://doi.org/10.1162/neco.1997.9.2.271},
doi = {10.1162/NECO.1997.9.2.271},
timestamp = {Tue, 01 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/neco/DayanH97.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/neco/OoreHD97,
author = {Sageev Oore and
Geoffrey E. Hinton and
Gregory Dudek},
title = {A Mobile Robot that Learns its Place},
journal = {Neural Comput.},
volume = {9},
number = {3},
pages = {683--699},
year = {1997},
url = {https://doi.org/10.1162/neco.1997.9.3.683},
doi = {10.1162/NECO.1997.9.3.683},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/neco/OoreHD97.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/HintonDR97,
author = {Geoffrey E. Hinton and
Peter Dayan and
Michael Revow},
title = {Modeling the manifolds of images of handwritten digits},
journal = {{IEEE} Trans. Neural Networks},
volume = {8},
number = {1},
pages = {65--74},
year = {1997},
url = {https://doi.org/10.1109/72.554192},
doi = {10.1109/72.554192},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tnn/HintonDR97.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/FelsH97,
author = {Sidney S. Fels and
Geoffrey E. Hinton},
title = {Glove-talk {II} - a neural-network interface which maps gestures to
parallel formant speech synthesizer controls},
journal = {{IEEE} Trans. Neural Networks},
volume = {8},
number = {5},
pages = {977--984},
year = {1997},
url = {https://doi.org/10.1109/72.623199},
doi = {10.1109/72.623199},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tnn/FelsH97.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/GhahramaniH97,
author = {Zoubin Ghahramani and
Geoffrey E. Hinton},
editor = {Michael I. Jordan and
Michael J. Kearns and
Sara A. Solla},
title = {Hierarchical Non-linear Factor Analysis and Topographic Maps},
booktitle = {Advances in Neural Information Processing Systems 10, {[NIPS} Conference,
Denver, Colorado, USA, 1997]},
pages = {486--492},
publisher = {The {MIT} Press},
year = {1997},
url = {http://papers.nips.cc/paper/1472-hierarchical-non-linear-factor-analysis-and-topographic-maps},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/GhahramaniH97.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/siggraph/GrzezczukTH97,
author = {Radek Grzeszczuk and
Demetri Terzopoulos and
Geoffrey E. Hinton},
editor = {Lynn Pocock and
Rick Hopkins and
David S. Ebert and
Judith Crow},
title = {Learning fast neural network emulators for physics-based models},
booktitle = {{ACM} {SIGGRAPH} 97 Visual Proceedings: The art and interdisciplinary
programs of {SIGGRAPH} '97, Los Angeles, California, USA, August 3-8,
1997},
pages = {167},
publisher = {{ACM}},
year = {1997},
url = {https://doi.org/10.1145/259081.259254},
doi = {10.1145/259081.259254},
timestamp = {Tue, 06 Nov 2018 16:59:12 +0100},
biburl = {https://dblp.org/rec/conf/siggraph/GrzezczukTH97.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nn/DayanH96,
author = {Peter Dayan and
Geoffrey E. Hinton},
title = {Varieties of Helmholtz Machine},
journal = {Neural Networks},
volume = {9},
number = {8},
pages = {1385--1403},
year = {1996},
url = {https://doi.org/10.1016/S0893-6080(96)00009-3},
doi = {10.1016/S0893-6080(96)00009-3},
timestamp = {Fri, 27 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/nn/DayanH96.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pami/RevowWH96,
author = {Michael Revow and
Christopher K. I. Williams and
Geoffrey E. Hinton},
title = {Using Generative Models for Handwritten Digit Recognition},
journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
volume = {18},
number = {6},
pages = {592--606},
year = {1996},
url = {https://doi.org/10.1109/34.506410},
doi = {10.1109/34.506410},
timestamp = {Wed, 17 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pami/RevowWH96.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dcc/FreyH96,
author = {Brendan J. Frey and
Geoffrey E. Hinton},
editor = {James A. Storer and
Martin Cohn},
title = {Free Energy Coding},
booktitle = {Proceedings of the 6th Data Compression Conference {(DCC} '96), Snowbird,
Utah, USA, March 31 - April 3, 1996},
pages = {73--81},
publisher = {{IEEE} Computer Society},
year = {1996},
url = {https://doi.org/10.1109/DCC.1996.488312},
doi = {10.1109/DCC.1996.488312},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dcc/FreyH96.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/neco/ZemelH95,
author = {Richard S. Zemel and
Geoffrey E. Hinton},
title = {Learning Population Codes by Minimizing Description Length},
journal = {Neural Comput.},
volume = {7},
number = {3},
pages = {549--564},
year = {1995},
url = {https://doi.org/10.1162/neco.1995.7.3.549},
doi = {10.1162/NECO.1995.7.3.549},
timestamp = {Tue, 01 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/neco/ZemelH95.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/neco/DayanHNZ95,
author = {Peter Dayan and
Geoffrey E. Hinton and
Radford M. Neal and
Richard S. Zemel},
title = {The Helmholtz machine},
journal = {Neural Comput.},
volume = {7},
number = {5},
pages = {889--904},
year = {1995},
url = {https://doi.org/10.1162/neco.1995.7.5.889},
doi = {10.1162/NECO.1995.7.5.889},
timestamp = {Tue, 01 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/neco/DayanHNZ95.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/chi/FelsH95,
author = {Sidney S. Fels and
Geoffrey E. Hinton},
editor = {Irvin R. Katz and
Robert L. Mack and
Linn Marks and
Mary Beth Rosson and
Jakob Nielsen},
title = {GloveTalkII: An Adaptive Gesture-to-Formant Interface},
booktitle = {Human Factors in Computing Systems, {CHI} '95 Conference Proceedings,
Denver, Colorado, USA, May 7-11, 1995},
pages = {456--463},
publisher = {ACM/Addison-Wesley},
year = {1995},
url = {https://doi.org/10.1145/223904.223966},
doi = {10.1145/223904.223966},
timestamp = {Fri, 12 Mar 2021 15:27:48 +0100},
biburl = {https://dblp.org/rec/conf/chi/FelsH95.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/HintonR95,
author = {Geoffrey E. Hinton and
Michael Revow},
editor = {David S. Touretzky and
Michael Mozer and
Michael E. Hasselmo},
title = {Using Pairs of Data-Points to Define Splits for Decision Trees},
booktitle = {Advances in Neural Information Processing Systems 8, NIPS, Denver,
CO, USA, November 27-30, 1995},
pages = {507--513},
publisher = {{MIT} Press},
year = {1995},
url = {http://papers.nips.cc/paper/1171-using-pairs-of-data-points-to-define-splits-for-decision-trees},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/HintonR95.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/FreyHD95,
author = {Brendan J. Frey and
Geoffrey E. Hinton and
Peter Dayan},
editor = {David S. Touretzky and
Michael Mozer and
Michael E. Hasselmo},
title = {Does the Wake-sleep Algorithm Produce Good Density Estimators?},
booktitle = {Advances in Neural Information Processing Systems 8, NIPS, Denver,
CO, USA, November 27-30, 1995},
pages = {661--667},
publisher = {{MIT} Press},
year = {1995},
url = {http://papers.nips.cc/paper/1153-does-the-wake-sleep-algorithm-produce-good-density-estimators},
timestamp = {Fri, 06 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/FreyHD95.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/XuJH94,
author = {Lei Xu and
Michael I. Jordan and
Geoffrey E. Hinton},
editor = {Gerald Tesauro and
David S. Touretzky and
Todd K. Leen},
title = {An Alternative Model for Mixtures of Experts},
booktitle = {Advances in Neural Information Processing Systems 7, {[NIPS} Conference,
Denver, Colorado, USA, 1994]},
pages = {633--640},
publisher = {{MIT} Press},
year = {1994},
url = {http://papers.nips.cc/paper/906-an-alternative-model-for-mixtures-of-experts},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/XuJH94.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/FelsH94,
author = {Sidney S. Fels and
Geoffrey E. Hinton},
editor = {Gerald Tesauro and
David S. Touretzky and
Todd K. Leen},
title = {Glove-TalkII: Mapping Hand Gestures to Speech Using Neural Networks},
booktitle = {Advances in Neural Information Processing Systems 7, {[NIPS} Conference,
Denver, Colorado, USA, 1994]},
pages = {843--850},
publisher = {{MIT} Press},
year = {1994},
url = {http://papers.nips.cc/paper/892-glove-talkii-mapping-hand-gestures-to-speech-using-neural-networks},
timestamp = {Fri, 06 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/FelsH94.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/WilliamsRH94,
author = {Christopher K. I. Williams and
Michael Revow and
Geoffrey E. Hinton},
editor = {Gerald Tesauro and
David S. Touretzky and
Todd K. Leen},
title = {Using a neural net to instantiate a deformable model},
booktitle = {Advances in Neural Information Processing Systems 7, {[NIPS} Conference,
Denver, Colorado, USA, 1994]},
pages = {965--972},
publisher = {{MIT} Press},
year = {1994},
url = {http://papers.nips.cc/paper/1002-using-a-neural-net-to-instantiate-a-deformable-model},
timestamp = {Fri, 06 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/WilliamsRH94.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/HintonRD94,
author = {Geoffrey E. Hinton and
Michael Revow and
Peter Dayan},
editor = {Gerald Tesauro and
David S. Touretzky and
Todd K. Leen},
title = {Recognizing Handwritten Digits Using Mixtures of Linear Models},
booktitle = {Advances in Neural Information Processing Systems 7, {[NIPS} Conference,
Denver, Colorado, USA, 1994]},
pages = {1015--1022},
publisher = {{MIT} Press},
year = {1994},
url = {http://papers.nips.cc/paper/962-recognizing-handwritten-digits-using-mixtures-of-linear-models},
timestamp = {Fri, 06 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/HintonRD94.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/neco/BeckerH93,
author = {Suzanna Becker and
Geoffrey E. Hinton},
title = {Learning Mixture Models of Spatial Coherence},
journal = {Neural Comput.},
volume = {5},
number = {2},
pages = {267--277},
year = {1993},
url = {https://doi.org/10.1162/neco.1993.5.2.267},
doi = {10.1162/NECO.1993.5.2.267},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/neco/BeckerH93.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tcom/NowlanH93,
author = {Steven J. Nowlan and
Geoffrey E. Hinton},
title = {A soft decision-directed {LMS} algorithm for blind equalization},
journal = {{IEEE} Trans. Commun.},
volume = {41},
number = {2},
pages = {275--279},
year = {1993},
url = {https://doi.org/10.1109/26.216497},
doi = {10.1109/26.216497},
timestamp = {Tue, 01 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tcom/NowlanH93.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/FelsH93,
author = {Sidney S. Fels and
Geoffrey E. Hinton},
title = {Glove-Talk: a neural network interface between a data-glove and a
speech synthesizer},
journal = {{IEEE} Trans. Neural Networks},
volume = {4},
number = {1},
pages = {2--8},
year = {1993},
url = {https://doi.org/10.1109/72.182690},
doi = {10.1109/72.182690},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tnn/FelsH93.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/HintonC93,
author = {Geoffrey E. Hinton and
Drew van Camp},
editor = {Lenny Pitt},
title = {Keeping the Neural Networks Simple by Minimizing the Description Length
of the Weights},
booktitle = {Proceedings of the Sixth Annual {ACM} Conference on Computational
Learning Theory, {COLT} 1993, Santa Cruz, CA, USA, July 26-28, 1993},
pages = {5--13},
publisher = {{ACM}},
year = {1993},
url = {https://doi.org/10.1145/168304.168306},
doi = {10.1145/168304.168306},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/colt/HintonC93.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/HintonZ93,
author = {Geoffrey E. Hinton and
Richard S. Zemel},
editor = {Jack D. Cowan and
Gerald Tesauro and
Joshua Alspector},
title = {Autoencoders, Minimum Description Length and Helmholtz Free Energy},
booktitle = {Advances in Neural Information Processing Systems 6, [7th {NIPS} Conference,
Denver, Colorado, USA, 1993]},
pages = {3--10},
publisher = {Morgan Kaufmann},
year = {1993},
url = {http://papers.nips.cc/paper/798-autoencoders-minimum-description-length-and-helmholtz-free-energy},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/HintonZ93.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/ZemelH93,
author = {Richard S. Zemel and
Geoffrey E. Hinton},
editor = {Jack D. Cowan and
Gerald Tesauro and
Joshua Alspector},
title = {Developing Population Codes by Minimizing Description Length},
booktitle = {Advances in Neural Information Processing Systems 6, [7th {NIPS} Conference,
Denver, Colorado, USA, 1993]},
pages = {11--18},
publisher = {Morgan Kaufmann},
year = {1993},
url = {http://papers.nips.cc/paper/845-developing-population-codes-by-minimizing-description-length},
timestamp = {Fri, 06 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/ZemelH93.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/neco/NowlanH92,
author = {Steven J. Nowlan and
Geoffrey E. Hinton},
title = {Simplifying Neural Networks by Soft Weight-Sharing},
journal = {Neural Comput.},
volume = {4},
number = {4},
pages = {473--493},
year = {1992},
url = {https://doi.org/10.1162/neco.1992.4.4.473},
doi = {10.1162/NECO.1992.4.4.473},
timestamp = {Tue, 01 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/neco/NowlanH92.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/DayanH92,
author = {Peter Dayan and
Geoffrey E. Hinton},
editor = {Stephen Jose Hanson and
Jack D. Cowan and
C. Lee Giles},
title = {Feudal Reinforcement Learning},
booktitle = {Advances in Neural Information Processing Systems 5, {[NIPS} Conference,
Denver, Colorado, USA, November 30 - December 3, 1992]},
pages = {271--278},
publisher = {Morgan Kaufmann},
year = {1992},
url = {http://papers.nips.cc/paper/714-feudal-reinforcement-learning},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/DayanH92.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/neco/JacobsJNH91,
author = {Robert A. Jacobs and
Michael I. Jordan and
Steven J. Nowlan and
Geoffrey E. Hinton},
title = {Adaptive Mixtures of Local Experts},
journal = {Neural Comput.},
volume = {3},
number = {1},
pages = {79--87},
year = {1991},
url = {https://doi.org/10.1162/neco.1991.3.1.79},
doi = {10.1162/NECO.1991.3.1.79},
timestamp = {Tue, 01 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/neco/JacobsJNH91.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/BeckerH91,
author = {Suzanna Becker and
Geoffrey E. Hinton},
editor = {John E. Moody and
Stephen Jose Hanson and
Richard Lippmann},
title = {Learning to Make Coherent Predictions in Domains with Discontinuities},
booktitle = {Advances in Neural Information Processing Systems 4, {[NIPS} Conference,
Denver, Colorado, USA, December 2-5, 1991]},
pages = {372--379},
publisher = {Morgan Kaufmann},
year = {1991},
url = {http://papers.nips.cc/paper/534-learning-to-make-coherent-predictions-in-domains-with-discontinuities},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/BeckerH91.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/HintonWR91,
author = {Geoffrey E. Hinton and
Christopher K. I. Williams and
Michael Revow},
editor = {John E. Moody and
Stephen Jose Hanson and
Richard Lippmann},
title = {Adaptive Elastic Models for Hand-Printed Character Recognition},
booktitle = {Advances in Neural Information Processing Systems 4, {[NIPS} Conference,
Denver, Colorado, USA, December 2-5, 1991]},
pages = {512--519},
publisher = {Morgan Kaufmann},
year = {1991},
url = {http://papers.nips.cc/paper/533-adaptive-elastic-models-for-hand-printed-character-recognition},
timestamp = {Fri, 06 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/HintonWR91.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/NowlanH91,
author = {Steven J. Nowlan and
Geoffrey E. Hinton},
editor = {John E. Moody and
Stephen Jose Hanson and
Richard Lippmann},
title = {Adaptive Soft Weight Tying using Gaussian Mixtures},
booktitle = {Advances in Neural Information Processing Systems 4, {[NIPS} Conference,
Denver, Colorado, USA, December 2-5, 1991]},
pages = {993--1000},
publisher = {Morgan Kaufmann},
year = {1991},
url = {http://papers.nips.cc/paper/498-adaptive-soft-weight-tying-using-gaussian-mixtures},
timestamp = {Fri, 06 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/NowlanH91.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ai/Hinton90,
author = {Geoffrey E. Hinton},
title = {Connectionist Symbol Processing - Preface},
journal = {Artif. Intell.},
volume = {46},
number = {1-2},
pages = {1--4},
year = {1990},
url = {https://doi.org/10.1016/0004-3702(90)90002-H},
doi = {10.1016/0004-3702(90)90002-H},
timestamp = {Sat, 27 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ai/Hinton90.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ai/Hinton90a,
author = {Geoffrey E. Hinton},
title = {Mapping Part-Whole Hierarchies into Connectionist Networks},
journal = {Artif. Intell.},
volume = {46},
number = {1-2},
pages = {47--75},
year = {1990},
url = {https://doi.org/10.1016/0004-3702(90)90004-J},
doi = {10.1016/0004-3702(90)90004-J},
timestamp = {Sat, 27 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ai/Hinton90a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/neco/HintonN90,
author = {Geoffrey E. Hinton and
Steven J. Nowlan},
title = {The Bootstrap Widrow-Hoff Rule as a Cluster-Formation Algorithm},
journal = {Neural Comput.},
volume = {2},
number = {3},
pages = {355--362},
year = {1990},
url = {https://doi.org/10.1162/neco.1990.2.3.355},
doi = {10.1162/NECO.1990.2.3.355},
timestamp = {Tue, 01 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/neco/HintonN90.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nn/LangWH90,
author = {Kevin J. Lang and
Alex Waibel and
Geoffrey E. Hinton},
title = {A time-delay neural network architecture for isolated word recognition},
journal = {Neural Networks},
volume = {3},
number = {1},
pages = {23--43},
year = {1990},
url = {https://doi.org/10.1016/0893-6080(90)90044-L},
doi = {10.1016/0893-6080(90)90044-L},
timestamp = {Sun, 28 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/nn/LangWH90.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/interact/FelsH90,
author = {Sidney S. Fels and
Geoffrey E. Hinton},
editor = {Dan Diaper and
David J. Gilmore and
Gilbert Cockton and
Brian Shackel},
title = {Building adaptive interfaces with neural networks: The glove-talk
pilot study},
booktitle = {Human-Computer Interaction, {INTERACT} '90, Proceedings of the {IFIP}
{TC13} Third Interantional Conference on Human-Computer Interaction,
Cambridge, UK, 27-31 August, 1990},
pages = {683--688},
publisher = {North-Holland},
year = {1990},
timestamp = {Fri, 18 Aug 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/interact/FelsH90.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/ZemelH90,
author = {Richard S. Zemel and
Geoffrey E. Hinton},
editor = {Richard Lippmann and
John E. Moody and
David S. Touretzky},
title = {Discovering Viewpoint-Invariant Relationships That Characterize Objects},
booktitle = {Advances in Neural Information Processing Systems 3, {[NIPS} Conference,
Denver, Colorado, USA, November 26-29, 1990]},
pages = {299--305},
publisher = {Morgan Kaufmann},
year = {1990},
url = {http://papers.nips.cc/paper/329-discovering-viewpoint-invariant-relationships-that-characterize-objects},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/ZemelH90.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/NowlanH90,
author = {Steven J. Nowlan and
Geoffrey E. Hinton},
editor = {Richard Lippmann and
John E. Moody and
David S. Touretzky},
title = {Evaluation of Adaptive Mixtures of Competing Experts},
booktitle = {Advances in Neural Information Processing Systems 3, {[NIPS} Conference,
Denver, Colorado, USA, November 26-29, 1990]},
pages = {774--780},
publisher = {Morgan Kaufmann},
year = {1990},
url = {http://papers.nips.cc/paper/318-evaluation-of-adaptive-mixtures-of-competing-experts},
timestamp = {Fri, 06 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/NowlanH90.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:books/ox/90/HintonMR90,
author = {Geoffrey E. Hinton and
James L. McClelland and
David E. Rumelhart},
editor = {Margaret A. Boden},
title = {Distributed Representations},
booktitle = {The Philosophy of Artificial Intelligence},
series = {Oxford readings in philosophy},
pages = {248--280},
publisher = {Oxford University Press},
year = {1990},
timestamp = {Tue, 07 Nov 2023 12:02:41 +0100},
biburl = {https://dblp.org/rec/books/ox/90/HintonMR90.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ai/Hinton89,
author = {Geoffrey E. Hinton},
title = {Connectionist Learning Procedures},
journal = {Artif. Intell.},
volume = {40},
number = {1-3},
pages = {185--234},
year = {1989},
url = {https://doi.org/10.1016/0004-3702(89)90049-0},
doi = {10.1016/0004-3702(89)90049-0},
timestamp = {Sat, 27 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ai/Hinton89.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/neco/Hinton89,
author = {Geoffrey E. Hinton},
title = {Deterministic Boltzmann Learning Performs Steepest Descent in Weight-Space},
journal = {Neural Comput.},
volume = {1},
number = {1},
pages = {143--150},
year = {1989},
url = {https://doi.org/10.1162/neco.1989.1.1.143},
doi = {10.1162/NECO.1989.1.1.143},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/neco/Hinton89.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsp/WaibelHHSL89,
author = {Alexander Waibel and
Toshiyuki Hanazawa and
Geoffrey E. Hinton and
Kiyohiro Shikano and
Kevin J. Lang},
title = {Phoneme recognition using time-delay neural networks},
journal = {{IEEE} Trans. Acoust. Speech Signal Process.},
volume = {37},
number = {3},
pages = {328--339},
year = {1989},
url = {https://doi.org/10.1109/29.21701},
doi = {10.1109/29.21701},
timestamp = {Wed, 23 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tsp/WaibelHHSL89.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/LangH89,
author = {Kevin J. Lang and
Geoffrey E. Hinton},
editor = {David S. Touretzky},
title = {Dimensionality Reduction and Prior Knowledge in E-Set Recognition},
booktitle = {Advances in Neural Information Processing Systems 2, {[NIPS} Conference,
Denver, Colorado, USA, November 27-30, 1989]},
pages = {178--185},
publisher = {Morgan Kaufmann},
year = {1989},
url = {http://papers.nips.cc/paper/234-dimensionality-reduction-and-prior-knowledge-in-e-set-recognition},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/LangH89.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/ZemelMH89,
author = {Richard S. Zemel and
Michael Mozer and
Geoffrey E. Hinton},
editor = {David S. Touretzky},
title = {{TRAFFIC:} Recognizing Objects Using Hierarchical Reference Frame
Transformations},
booktitle = {Advances in Neural Information Processing Systems 2, {[NIPS} Conference,
Denver, Colorado, USA, November 27-30, 1989]},
pages = {266--273},
publisher = {Morgan Kaufmann},
year = {1989},
url = {http://papers.nips.cc/paper/241-traffic-recognizing-objects-using-hierarchical-reference-frame-transformations},
timestamp = {Fri, 06 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/ZemelMH89.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/GallandH89,
author = {Conrad C. Galland and
Geoffrey E. Hinton},
editor = {David S. Touretzky},
title = {Discovering High Order Features with Mean Field Modules},
booktitle = {Advances in Neural Information Processing Systems 2, {[NIPS} Conference,
Denver, Colorado, USA, November 27-30, 1989]},
pages = {509--515},
publisher = {Morgan Kaufmann},
year = {1989},
url = {http://papers.nips.cc/paper/260-discovering-high-order-features-with-mean-field-modules},
timestamp = {Fri, 06 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/GallandH89.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cogsci/TouretzkyH88,
author = {David S. Touretzky and
Geoffrey E. Hinton},
title = {A Distributed Connectionist Production System},
journal = {Cogn. Sci.},
volume = {12},
number = {3},
pages = {423--466},
year = {1988},
url = {https://doi.org/10.1207/s15516709cog1203\_4},
doi = {10.1207/S15516709COG1203\_4},
timestamp = {Thu, 04 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cogsci/TouretzkyH88.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/WaibelHHSL88,
author = {Alex Waibel and
Toshiyuki Hanazawa and
Geoffrey E. Hinton and
Kiyohiro Shikano and
Kevin J. Lang},
title = {Phoneme recognition: neural networks vs. hidden Markov models},
booktitle = {{IEEE} International Conference on Acoustics, Speech, and Signal Processing,
{ICASSP} '88, New York, New York, USA, April 11-14, 1988},
pages = {107--110},
publisher = {{IEEE}},
year = {1988},
url = {https://doi.org/10.1109/ICASSP.1988.196523},
doi = {10.1109/ICASSP.1988.196523},
timestamp = {Mon, 09 Aug 2021 14:54:02 +0200},
biburl = {https://dblp.org/rec/conf/icassp/WaibelHHSL88.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/CunGH88,
author = {Yann LeCun and
Conrad C. Galland and
Geoffrey E. Hinton},
editor = {David S. Touretzky},
title = {{GEMINI:} Gradient Estimation Through Matrix Inversion After Noise
Injection},
booktitle = {Advances in Neural Information Processing Systems 1, {[NIPS} Conference,
Denver, Colorado, USA, 1988]},
pages = {141--148},
publisher = {Morgan Kaufmann},
year = {1988},
url = {http://papers.nips.cc/paper/122-gemini-gradient-estimation-through-matrix-inversion-after-noise-injection},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/CunGH88.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/compsys/HintonN87,
author = {Geoffrey E. Hinton and
Steven J. Nowlan},
title = {How Learning Can Guide Evolution},
journal = {Complex Syst.},
volume = {1},
number = {3},
year = {1987},
url = {http://www.complex-systems.com/abstracts/v01\_i03\_a06.html},
timestamp = {Fri, 11 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/compsys/HintonN87.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/computer/FahlmanH87,
author = {Scott E. Fahlman and
Geoffrey E. Hinton},
title = {Connectionist Architectures for Artificial Intelligence},
journal = {Computer},
volume = {20},
number = {1},
pages = {100--109},
year = {1987},
url = {https://doi.org/10.1109/MC.1987.1663364},
doi = {10.1109/MC.1987.1663364},
timestamp = {Wed, 12 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/computer/FahlmanH87.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/HintonM87,
author = {Geoffrey E. Hinton and
James L. McClelland},
editor = {Dana Z. Anderson},
title = {Learning Representations by Recirculation},
booktitle = {Neural Information Processing Systems, Denver, Colorado, USA, 1987},
pages = {358--366},
publisher = {American Institue of Physics},
year = {1987},
url = {http://papers.nips.cc/paper/78-learning-representations-by-recirculation},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/HintonM87.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/parle/Hinton87,
author = {Geoffrey E. Hinton},
editor = {J. W. de Bakker and
A. J. Nijman and
Philip C. Treleaven},
title = {Learning Translation Invariant Recognition in Massively Parallel Networks},
booktitle = {PARLE, Parallel Architectures and Languages Europe, Volume {I:} Parallel
Architectures, Eindhoven, The Netherlands, June 15-19, 1987, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {258},
pages = {1--13},
publisher = {Springer},
year = {1987},
url = {https://doi.org/10.1007/3-540-17943-7\_117},
doi = {10.1007/3-540-17943-7\_117},
timestamp = {Tue, 14 May 2019 10:00:52 +0200},
biburl = {https://dblp.org/rec/conf/parle/Hinton87.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/McDermottH86,
author = {Drew V. McDermott and
Geoffrey E. Hinton},
editor = {Tom Kehler and
Stanley J. Rosenschein},
title = {Learning in Massively Parallel Nets (Panel)},
booktitle = {Proceedings of the 5th National Conference on Artificial Intelligence.
Philadelphia, PA, USA, August 11-15, 1986. Volume 2: Engineering},
pages = {1149},
publisher = {Morgan Kaufmann},
year = {1986},
url = {http://www.aaai.org/Library/AAAI/1986/aaai86-190.php},
timestamp = {Mon, 04 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/McDermottH86.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cogsci/AckleyHS85,
author = {David H. Ackley and
Geoffrey E. Hinton and
Terrence J. Sejnowski},
title = {A Learning Algorithm for Boltzmann Machines},
journal = {Cogn. Sci.},
volume = {9},
number = {1},
pages = {147--169},
year = {1985},
url = {https://doi.org/10.1207/s15516709cog0901\_7},
doi = {10.1207/S15516709COG0901\_7},
timestamp = {Thu, 04 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cogsci/AckleyHS85.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/TouretzkyH85,
author = {David S. Touretzky and
Geoffrey E. Hinton},
editor = {Aravind K. Joshi},
title = {Symbols Among the Neurons: Details of a Connectionist Inference Architecture},
booktitle = {Proceedings of the 9th International Joint Conference on Artificial
Intelligence. Los Angeles, CA, USA, August 1985},
pages = {238--243},
publisher = {Morgan Kaufmann},
year = {1985},
url = {http://ijcai.org/Proceedings/85-1/Papers/044.pdf},
timestamp = {Tue, 20 Aug 2019 16:19:04 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/TouretzkyH85.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/HintonL85,
author = {Geoffrey E. Hinton and
Kevin J. Lang},
editor = {Aravind K. Joshi},
title = {Shape Recognition and Illusory Conjunctions},
booktitle = {Proceedings of the 9th International Joint Conference on Artificial
Intelligence. Los Angeles, CA, USA, August 1985},
pages = {252--259},
publisher = {Morgan Kaufmann},
year = {1985},
url = {http://ijcai.org/Proceedings/85-1/Papers/047.pdf},
timestamp = {Tue, 20 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/HintonL85.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/FahlmanHS83,
author = {Scott E. Fahlman and
Geoffrey E. Hinton and
Terrence J. Sejnowski},
editor = {Michael R. Genesereth},
title = {Massively Parallel Architectures for {AI:} NETL, Thistle, and Boltzmann
Machines},
booktitle = {Proceedings of the National Conference on Artificial Intelligence,
Washington, D.C., USA, August 22-26, 1983},
pages = {109--113},
publisher = {{AAAI} Press},
year = {1983},
url = {http://www.aaai.org/Library/AAAI/1983/aaai83-087.php},
timestamp = {Mon, 04 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/FahlmanHS83.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/Hinton81a,
author = {Geoffrey E. Hinton},
editor = {Patrick J. Hayes},
title = {A Parallel Computation that Assigns Canonical Object-Based Frames
of Reference},
booktitle = {Proceedings of the 7th International Joint Conference on Artificial
Intelligence, {IJCAI} '81, Vancouver, BC, Canada, August 24-28, 1981},
pages = {683--685},
publisher = {William Kaufmann},
year = {1981},
timestamp = {Tue, 20 Aug 2019 16:16:26 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/Hinton81a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/Hinton81,
author = {Geoffrey E. Hinton},
editor = {Patrick J. Hayes},
title = {Shape Representation in Parallel Systems},
booktitle = {Proceedings of the 7th International Joint Conference on Artificial
Intelligence, {IJCAI} '81, Vancouver, BC, Canada, August 24-28, 1981},
pages = {1088--1096},
publisher = {William Kaufmann},
year = {1981},
timestamp = {Tue, 15 Feb 2005 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ijcai/Hinton81.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cogsci/Hinton79,
author = {Geoffrey E. Hinton},
title = {Some Demonstrations of the Effects of Structural Descriptions in Mental
Imagery},
journal = {Cogn. Sci.},
volume = {3},
number = {3},
pages = {231--250},
year = {1979},
url = {https://doi.org/10.1207/s15516709cog0303\_3},
doi = {10.1207/S15516709COG0303\_3},
timestamp = {Thu, 04 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cogsci/Hinton79.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecai/SlomanOHBO78,
author = {Aaron Sloman and
David Owen and
Geoffrey E. Hinton and
Frank Birch and
Frank O'Gorman},
editor = {Derek H. Sleeman},
title = {Representation and Control in Vision},
booktitle = {Proceedings of {AISB/GI} Conference (Proceedings of the 4th European
Conference on Artificial Intelligence), Hamburg, Germany, 18-20 July
1978},
pages = {309--314},
publisher = {Leeds University},
year = {1978},
timestamp = {Fri, 26 Jul 2019 09:34:22 +0200},
biburl = {https://dblp.org/rec/conf/ecai/SlomanOHBO78.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@phdthesis{DBLP:phd/ethos/Hinton77,
author = {Geoffrey E. Hinton},
title = {Relaxation and its role in vision},
school = {University of Edinburgh, {UK}},
year = {1977},
url = {https://hdl.handle.net/1842/8121},
timestamp = {Wed, 04 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/phd/ethos/Hinton77.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecai/Hinton76,
author = {Geoffrey E. Hinton},
title = {Using Relaxation to find a Puppet},
booktitle = {Proceedings of the Summer Conference on Artificial Intelligence and
Simulation of Behaviour, Edinburgh, UK, 12th - 14 July 1976},
pages = {148--157},
year = {1976},
url = {https://dl.acm.org/doi/10.5555/3015508.3015523},
doi = {10.5555/3015508.3015523},
timestamp = {Mon, 16 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ecai/Hinton76.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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