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'''[[Main Page|Home]] * [[People]] * Karen Simonyan'''
[[FILE:KarenSimonyan.jpg|border|right|thumb| Karen Simonyan <ref>Image captured from [https://youtu.be/OQe-9P51Z0s ICLR2015 "Very Deep Convolutional Networks for Large-Scale Image Recognition"] [https://en.wikipedia.org/wiki/YouTube YouTube] Video, 0:39</ref> ]]
'''Karen Simonyan''',<br/>
a British computer scientist and researcher at [[Google]] [[DeepMind]], involved in the [https://en.wikipedia.org/wiki/WaveNet WaveNet] speech synthesis system, and in the [[AlphaGo#Zero|AlphaGo Zero]] and [[AlphaZero]] projects. He received his Ph.D. in [https://en.wikipedia.org/wiki/Computer_vision computer vision] from [https://en.wikipedia.org/wiki/University_of_Oxford Oxford University] in 2013 <ref>[[Karen Simonyan]] ('''2013'''). ''Large-Scale Learning of Discriminative Image Representations''. Ph.D. thesis, [https://en.wikipedia.org/wiki/University_of_Oxford University of Oxford], advisors [[Mathematician#AZisserman|Andrew Zisserman]] and [https://www.microsoft.com/en-us/research/people/antcrim/ Antonio Criminisi]</ref>, and was one of the founders of ''Vision Factory'', an Oxford University [https://en.wikipedia.org/wiki/University_spin-off spin-off], where his aim was to improve [https://en.wikipedia.org/wiki/Visual_perception visual recognition systems] using [[Deep Learning|deep learning]]. ''Vision Factory'' was acquired by Google DeepMind in October 2014 <ref>[https://europe.googleblog.com/2014/10/teaming-up-with-oxford-university-on.html Teaming up with Oxford University on Artificial Intelligence] by [[Demis Hassabis]], Google Europe Blog, October 23, 2014</ref>.
=Selected Publications=
<ref>[http://dblp.uni-trier.de/pers/hd/s/Simonyan:Karen dblp: Karen Simonyan]</ref> <ref>[http://www.robots.ox.ac.uk/~karen/ Karen Simonyan]</ref>
==2011 ...==
* [[Karen Simonyan]], [[Mathematician#AZisserman|Andrew Zisserman]], [https://www.microsoft.com/en-us/research/people/antcrim/ Antonio Criminisi] ('''2011'''). ''Immediate Structured Visual Search for Medical Images''. [http://www.miccai2011.org/ MICCAI 2011], [http://www.robots.ox.ac.uk/~vgg/publications/2011/Simonyan11/simonyan11.pdf pdf]
* [[Karen Simonyan]] ('''2013'''). ''Large-Scale Learning of Discriminative Image Representations''. Ph.D. thesis, [https://en.wikipedia.org/wiki/University_of_Oxford University of Oxford], advisors [[Mathematician#AZisserman|Andrew Zisserman]] and [https://www.microsoft.com/en-us/research/people/antcrim/ Antonio Criminisi], [http://www.robots.ox.ac.uk/~vgg/publications/2013/Simonyan13c/simonyan13c.pdf pdf]
==2015 ...==
* [[Guillaume Desjardins]], [[Karen Simonyan]], [[Razvan Pascanu]], [[Koray Kavukcuoglu]] ('''2015'''). ''Natural Neural Networks''. [https://arxiv.org/abs/1507.00210 arXiv:1507.00210]
* [https://scholar.google.co.uk/citations?user=TqUN-LwAAAAJ Aäron van den Oord], [http://benanne.github.io/about/ Sander Dieleman], [https://research.google.com/pubs/HeigaZen.html Heiga Zen], [[Karen Simonyan]], [https://research.google.com/pubs/OriolVinyals.html Oriol Vinyals], [[Alex Graves]], [https://www.nal.ai/ Nal Kalchbrenner], [https://research.google.com/pubs/author37792.html Andrew Senior], [[Koray Kavukcuoglu]] ('''2016'''). ''WaveNet: A Generative Model for Raw Audio''. [https://arxiv.org/abs/1609.03499 arXiv:1609.03499] <ref>[https://en.wikipedia.org/wiki/WaveNet WaveNet from Wikipedia]</ref>
* [[David Silver]], [[Julian Schrittwieser]], [[Karen Simonyan]], [[Ioannis Antonoglou]], [[Shih-Chieh Huang|Aja Huang]], [[Arthur Guez]], [[Thomas Hubert]], [[Lucas Baker]], [[Matthew Lai]], [[Adrian Bolton]], [[Yutian Chen]], [[Timothy Lillicrap]], [[Fan Hui]], [[Laurent Sifre]], [[George van den Driessche]], [[Thore Graepel]], [[Demis Hassabis]] ('''2017'''). ''[https://www.nature.com/nature/journal/v550/n7676/full/nature24270.html Mastering the game of Go without human knowledge]''. [https://en.wikipedia.org/wiki/Nature_%28journal%29 Nature], Vol. 550
* [[David Silver]], [[Thomas Hubert]], [[Julian Schrittwieser]], [[Ioannis Antonoglou]], [[Matthew Lai]], [[Arthur Guez]], [[Marc Lanctot]], [[Laurent Sifre]], [[Dharshan Kumaran]], [[Thore Graepel]], [[Timothy Lillicrap]], [[Karen Simonyan]], [[Demis Hassabis]] ('''2017'''). ''Mastering Chess and Shogi by Self-Play with a General Reinforcement Learning Algorithm''. [https://arxiv.org/abs/1712.01815 arXiv:1712.01815] » [[AlphaZero]]
=External Links=
* [http://www.robots.ox.ac.uk/~karen/ Karen Simonyan]
* [https://scholar.google.co.uk/citations?user=L7lMQkQAAAAJ Karen Simonyan - Google Scholar Citations]
* [http://videolectures.net/karen_simonyan/ Karen Simonyan - Department of Engineering Science, University of Oxford - VideoLectures.NET]
=References=
<references />
'''[[People|Up one level]]'''
[[FILE:KarenSimonyan.jpg|border|right|thumb| Karen Simonyan <ref>Image captured from [https://youtu.be/OQe-9P51Z0s ICLR2015 "Very Deep Convolutional Networks for Large-Scale Image Recognition"] [https://en.wikipedia.org/wiki/YouTube YouTube] Video, 0:39</ref> ]]
'''Karen Simonyan''',<br/>
a British computer scientist and researcher at [[Google]] [[DeepMind]], involved in the [https://en.wikipedia.org/wiki/WaveNet WaveNet] speech synthesis system, and in the [[AlphaGo#Zero|AlphaGo Zero]] and [[AlphaZero]] projects. He received his Ph.D. in [https://en.wikipedia.org/wiki/Computer_vision computer vision] from [https://en.wikipedia.org/wiki/University_of_Oxford Oxford University] in 2013 <ref>[[Karen Simonyan]] ('''2013'''). ''Large-Scale Learning of Discriminative Image Representations''. Ph.D. thesis, [https://en.wikipedia.org/wiki/University_of_Oxford University of Oxford], advisors [[Mathematician#AZisserman|Andrew Zisserman]] and [https://www.microsoft.com/en-us/research/people/antcrim/ Antonio Criminisi]</ref>, and was one of the founders of ''Vision Factory'', an Oxford University [https://en.wikipedia.org/wiki/University_spin-off spin-off], where his aim was to improve [https://en.wikipedia.org/wiki/Visual_perception visual recognition systems] using [[Deep Learning|deep learning]]. ''Vision Factory'' was acquired by Google DeepMind in October 2014 <ref>[https://europe.googleblog.com/2014/10/teaming-up-with-oxford-university-on.html Teaming up with Oxford University on Artificial Intelligence] by [[Demis Hassabis]], Google Europe Blog, October 23, 2014</ref>.
=Selected Publications=
<ref>[http://dblp.uni-trier.de/pers/hd/s/Simonyan:Karen dblp: Karen Simonyan]</ref> <ref>[http://www.robots.ox.ac.uk/~karen/ Karen Simonyan]</ref>
==2011 ...==
* [[Karen Simonyan]], [[Mathematician#AZisserman|Andrew Zisserman]], [https://www.microsoft.com/en-us/research/people/antcrim/ Antonio Criminisi] ('''2011'''). ''Immediate Structured Visual Search for Medical Images''. [http://www.miccai2011.org/ MICCAI 2011], [http://www.robots.ox.ac.uk/~vgg/publications/2011/Simonyan11/simonyan11.pdf pdf]
* [[Karen Simonyan]] ('''2013'''). ''Large-Scale Learning of Discriminative Image Representations''. Ph.D. thesis, [https://en.wikipedia.org/wiki/University_of_Oxford University of Oxford], advisors [[Mathematician#AZisserman|Andrew Zisserman]] and [https://www.microsoft.com/en-us/research/people/antcrim/ Antonio Criminisi], [http://www.robots.ox.ac.uk/~vgg/publications/2013/Simonyan13c/simonyan13c.pdf pdf]
==2015 ...==
* [[Guillaume Desjardins]], [[Karen Simonyan]], [[Razvan Pascanu]], [[Koray Kavukcuoglu]] ('''2015'''). ''Natural Neural Networks''. [https://arxiv.org/abs/1507.00210 arXiv:1507.00210]
* [https://scholar.google.co.uk/citations?user=TqUN-LwAAAAJ Aäron van den Oord], [http://benanne.github.io/about/ Sander Dieleman], [https://research.google.com/pubs/HeigaZen.html Heiga Zen], [[Karen Simonyan]], [https://research.google.com/pubs/OriolVinyals.html Oriol Vinyals], [[Alex Graves]], [https://www.nal.ai/ Nal Kalchbrenner], [https://research.google.com/pubs/author37792.html Andrew Senior], [[Koray Kavukcuoglu]] ('''2016'''). ''WaveNet: A Generative Model for Raw Audio''. [https://arxiv.org/abs/1609.03499 arXiv:1609.03499] <ref>[https://en.wikipedia.org/wiki/WaveNet WaveNet from Wikipedia]</ref>
* [[David Silver]], [[Julian Schrittwieser]], [[Karen Simonyan]], [[Ioannis Antonoglou]], [[Shih-Chieh Huang|Aja Huang]], [[Arthur Guez]], [[Thomas Hubert]], [[Lucas Baker]], [[Matthew Lai]], [[Adrian Bolton]], [[Yutian Chen]], [[Timothy Lillicrap]], [[Fan Hui]], [[Laurent Sifre]], [[George van den Driessche]], [[Thore Graepel]], [[Demis Hassabis]] ('''2017'''). ''[https://www.nature.com/nature/journal/v550/n7676/full/nature24270.html Mastering the game of Go without human knowledge]''. [https://en.wikipedia.org/wiki/Nature_%28journal%29 Nature], Vol. 550
* [[David Silver]], [[Thomas Hubert]], [[Julian Schrittwieser]], [[Ioannis Antonoglou]], [[Matthew Lai]], [[Arthur Guez]], [[Marc Lanctot]], [[Laurent Sifre]], [[Dharshan Kumaran]], [[Thore Graepel]], [[Timothy Lillicrap]], [[Karen Simonyan]], [[Demis Hassabis]] ('''2017'''). ''Mastering Chess and Shogi by Self-Play with a General Reinforcement Learning Algorithm''. [https://arxiv.org/abs/1712.01815 arXiv:1712.01815] » [[AlphaZero]]
=External Links=
* [http://www.robots.ox.ac.uk/~karen/ Karen Simonyan]
* [https://scholar.google.co.uk/citations?user=L7lMQkQAAAAJ Karen Simonyan - Google Scholar Citations]
* [http://videolectures.net/karen_simonyan/ Karen Simonyan - Department of Engineering Science, University of Oxford - VideoLectures.NET]
=References=
<references />
'''[[People|Up one level]]'''
