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July 13, 2023, at 07:53 PM by 69.112.135.25 -
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[[https://scholar.google.com/citations?user=GgQ9GEkAAAAJ&hl=en&oi=ao|Google Scholar]] [[https://slots-online-canada.ca/casino-games/|Games]]
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[[https://scholar.google.com/citations?user=GgQ9GEkAAAAJ&hl=en&oi=ao|Google Scholar]]
August 18, 2020, at 04:19 PM by 141.149.42.177 -
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I work on machine learning, in particular Deep Learning methods as applied to representation learning and generative models. Application areas include computer vision and generative biology. \\
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I work on machine learning, in particular Deep Learning methods as applied to representation learning and generative models. \\
March 30, 2020, at 01:08 AM by 69.117.174.22 -
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March 30, 2020, at 01:08 AM by 69.117.174.22 -
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March 30, 2020, at 01:07 AM by 69.117.174.22 -
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!!Research Director\\
[[https://research.fb.com/blog/category/facebook-ai-research/|Facebook AI Research.]]\\
to:
!!Research Scientist\\
[[https://deepmind.com/|DeepMind New York]]\\
July 18, 2019, at 05:49 PM by 163.114.130.130 -
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[[PmWiki/Directions|Directions to lab]]
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http://cs.nyu.edu/~fergus/email2.png\\
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http://cs.nyu.edu/~fergus/email2.png\\
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----
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----
\\

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My research is in the areas of Machine Learning and Computer Vision. I am particularly interested in applying Deep Learning methods to object recognition. I also work on low-level vision problems, with applications to computational photography and astronomy.\\
\\
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I work on machine learning, in particular Deep Learning methods as applied to representation learning and generative models. Application areas include computer vision and generative biology. \\
July 18, 2019, at 05:41 PM by 163.114.130.128 -
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!!Research Director,
[[https://research.facebook.com/ai|Facebook AI Research]].\\
to:

!!Research Director\\
[[https://research.fb.com/blog/category/facebook-ai-research/|Facebook AI Research.]]\\

July 18, 2019, at 05:39 PM by 163.114.130.128 -
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'''I am also a Research Director at [[https://research.facebook.com/ai|Facebook AI Research]].'''\\
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!!Research Director,
[[https://research.facebook.com/ai|Facebook AI Research]].\\
July 18, 2019, at 05:38 PM by 163.114.130.130 -
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\\
July 18, 2019, at 05:38 PM by 163.114.130.130 -
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July 18, 2019, at 05:37 PM by 163.114.130.130 -
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!!Professor\\
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!!Professor of Computer Science\\
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[[http://cs.nyu.edu|Dept. of Computer Science,]]\\
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July 18, 2019, at 05:36 PM by 163.114.130.130 -
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!Research papers
to:
\\
!Research Papers
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[[https://arxiv.org/search/?searchtype=author&query=Fergus%2C+R|arXiv]]
to:
[[https://arxiv.org/search/?searchtype=author&query=Fergus%2C+R|arXiv]] and
July 18, 2019, at 05:36 PM by 163.114.130.130 -
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'''I am also a Research Scientist at [[https://research.facebook.com/ai|Facebook AI Research]].'''\\
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'''I am also a Research Director at [[https://research.facebook.com/ai|Facebook AI Research]].'''\\
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! Deep Learning for Computer Vision
!! NIPS 2013 Tutorial [[http://cs.nyu.edu/~fergus/presentations/nips2013_final.pdf|[Slides]]]

-----

! Online Recognition Demo

See our deep convolutional network demo [+[[http://horatio.cs.nyu.edu|here]]+]. This network achieves 16.5% top-5 error on the Imagenet 2012 classification challenge, around 2% better than the network of Krizhevsky et al. (NIPS 2012). 
----

!%block red%[@ Latest Work @]

Pre-prints of recent research can be found on arXiv: [[http://arxiv.org/find/all/1/all:+AND+rob+fergus/0/1/0/all/0/1|Link]]

----

!Selected Projects   
\\

%block rframe%http://cs.nyu.edu/~fergus/thumb/vis_thumb.png%%\\

!!Visualizing and Understanding Convolutional Networks
Matt Zeiler and Rob Fergus,
ECCV 2014, [[http://cs.nyu.edu/~fergus/papers/zeilerECCV2014.pdf|PDF]][[<<]]

%block rframe%http://cs.nyu.edu/~fergus/thumb/exoplanet2.png%%\\

!!Reconnaissance of the HR 8799 Exosolar System I: Near IR Spectroscopy
B. R. Oppenheimer et al., Astrophysical Journal, March 2013\\
[[http://arxiv.org/pdf/1303.2627v1|PDF]] | [[http://www.amnh.org/our-research/physical-sciences/astrophysics/research/project-1640|Project page]][[<<]]



%block rframe%http://cs.nyu.edu/~fergus/thumb/depth_indoor.png%%\\

!!Indoor Segmentation and Support Inference from RGBD Images
Nathan Silberman, Derek Hoiem, Pushmeet Kolhi and Rob Fergus, ECCV 2012\\
[[http://cs.nyu.edu/~silberman/papers/indoor_seg_support.pdf|PDF]] | [[http://cs.nyu.edu/~silberman/site/?page_id=27|NYU Depth Dataset v2.0]]
[[<<]]

%block rframe%http://cs.nyu.edu/~fergus/thumb/deconv2.png%%\\

!!Adaptive Deconvolutional Networks for Mid and High Level Feature Learning
Matt Zeiler, Graham Taylor and Rob Fergus, ICCV 2011\\
[[http://www.matthewzeiler.com/pubs/iccv2011/iccv2011.pdf|PDF]] | [[http://www.matthewzeiler.com/|Project Page]]
[[<<]]

%block rframe%http://cs.nyu.edu/~fergus/thumb/imitate.png%%\\

!!Learning Invariance through Imitation
Graham Taylor, Ian Spiro, Christoph Bregler and Rob Fergus \\
CVPR 2011. [[http://www.cs.nyu.edu/~gwtaylor/publications/cvpr2011/0969.pdf|PDF]] | [[http://movement.nyu.edu/imitation|Project Page]]

[[<<]]

%block rframe%http://cs.nyu.edu/~fergus/thumb/norm_sparse.png%%\\

!!Blind Deconvolution using a Normalized Sparsity Measure
Dilip Krishnan, Terence Tay and Rob Fergus, CVPR 2011\\
[[http://cs.nyu.edu/~dilip/research/papers/priors_cvpr11.pdf|PDF]] |
[[http://cs.nyu.edu/~dilip/research/blind-deconvolution/|Project Page]]
[[<<]]

%block rframe%http://cs.nyu.edu/~fergus/thumb/dark2.jpg%%\\

!!Dark Flash Photography

Dilip Krishnan and Rob Fergus,\\
ACM Trans. on Graphics (Proc. SIGGRAPH 2009).\\
[[http://cs.nyu.edu/~fergus/papers/dark_flash.pdf|High res PDF (73Mb)]] |
[[http://cs.nyu.edu/~fergus/papers/dark_flash_low.pdf|Low res PDF (5.1Mb)]] |
[[http://cs.nyu.edu/~dilip/wordpress/?page_id=38|Project page]]

[[<<]]

%block rframe%http://cs.nyu.edu/~fergus/thumb/tinyimages.jpg%%\\

!!80 million tiny images: a large dataset for non-parametric object and scene recognition

Antonio Torralba, Rob Fergus and William T. Freeman\\
PAMI, November 2008. [[http://people.csail.mit.edu/torralba/tmp/tiny.pdf|PDF]] | [[http://cs.nyu.edu/~fergus/papers/tiny.bib|Bibtex]] | [[http://people.csail.mit.edu/torralba/tinyimages|Project page]]

[[<<]]

%block rframe%http://cs.nyu.edu/~fergus/thumb/deblur-tn.png%%\\

!!Removing Camera Shake From A Single Photograph

Rob Fergus, Barun Singh, Aaron Hertzmann, Sam T. Roweis and William T. Freeman,\\
ACM Trans. on Graphics (Proc. SIGGRAPH 2006).\\
[[http://cs.nyu.edu/~fergus/papers/deblur_fergus.pdf|PDF]] | [[http://cs.nyu.edu/~fergus/presentations/fergus_deblurring.pdf|PPT]] | [[http://cs.nyu.edu/~fergus/code/deblur_code_1_2.zip|Code]] | [[http://cs.nyu.edu/~fergus/research/deblur.html|Project page]]
to:
!Research papers

My research papers can be found at:
[[https://arxiv.org/search/?searchtype=author&query=Fergus%2C+R|arXiv]]

[[https://scholar.google.com/citations?user=GgQ9GEkAAAAJ&hl=en&oi=ao|Google Scholar]]
July 18, 2019, at 05:28 PM by 163.114.130.130 -
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!!Associate Professor\\
[[http://vlg.cs.nyu.edu|Vision, Learning and Graphics group,]]\\
to:
!!Professor\\
[[https://wp.nyu.edu/cilvr/|CILVR lab,]]\\
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Room 1226, 715 Broadway,\\
New York, NY 10003, USA.\\
to:
Room 514, 60 5th Ave.,\\
New York, NY 10011, USA.\\
March 24, 2017, at 06:59 PM by 107.77.68.127 -
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'''I am currently on leave from NYU, working as a Research Scientist at [[https://research.facebook.com/ai|Facebook AI Research]].'''\\
to:
'''I am also a Research Scientist at [[https://research.facebook.com/ai|Facebook AI Research]].'''\\
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Hello!<a href="http://www.cia9online.com/#1.html">cialis online pharmacy</a>
to:
%block rframe %http://cs.nyu.edu/~fergus/rob4.png%%

!!Associate Professor\\
[[http://vlg.cs.nyu.edu|Vision, Learning and Graphics group,]]\\
[[http://cs.nyu.edu|Dept. of Computer Science,]]\\
[[http://cims.nyu.edu|Courant Institute of Mathematical Sciences,]]\\
[[http://www.nyu.edu|New York University]]\\
\\

'''I am currently on leave from NYU, working as a Research Scientist at [[https://research.facebook.com/ai|Facebook AI Research]].'''\\
\\

\\
Address:\\
Room 1226, 715 Broadway,\\
New York, NY 10003, USA.\\
\\
[[PmWiki/Directions|Directions to lab]]
\\
\\
http://cs.nyu.edu/~fergus/email2.png\\
\\
\\

----
\\

!Research Overview   

My research is in the areas of Machine Learning and Computer Vision. I am particularly interested in applying Deep Learning methods to object recognition. I also work on low-level vision problems, with applications to computational photography and astronomy.\\


----

! Deep Learning for Computer Vision
!! NIPS 2013 Tutorial [[http://cs.nyu.edu/~fergus/presentations/nips2013_final.pdf|[Slides]]]

-----

! Online Recognition Demo

See our deep convolutional network demo [+[[http://horatio.cs.nyu.edu|here]]+]. This network achieves 16.5% top-5 error on the Imagenet 2012 classification challenge, around 2% better than the network of Krizhevsky et al. (NIPS 2012). 
----

!%block red%[@ Latest Work @]

Pre-prints of recent research can be found on arXiv: [[http://arxiv.org/find/all/1/all:+AND+rob+fergus/0/1/0/all/0/1|Link]]

----

!Selected Projects   
\\

%block rframe%http://cs.nyu.edu/~fergus/thumb/vis_thumb.png%%\\

!!Visualizing and Understanding Convolutional Networks
Matt Zeiler and Rob Fergus,
ECCV 2014, [[http://cs.nyu.edu/~fergus/papers/zeilerECCV2014.pdf|PDF]][[<<]]

%block rframe%http://cs.nyu.edu/~fergus/thumb/exoplanet2.png%%\\

!!Reconnaissance of the HR 8799 Exosolar System I: Near IR Spectroscopy
B. R. Oppenheimer et al., Astrophysical Journal, March 2013\\
[[http://arxiv.org/pdf/1303.2627v1|PDF]] | [[http://www.amnh.org/our-research/physical-sciences/astrophysics/research/project-1640|Project page]][[<<]]



%block rframe%http://cs.nyu.edu/~fergus/thumb/depth_indoor.png%%\\

!!Indoor Segmentation and Support Inference from RGBD Images
Nathan Silberman, Derek Hoiem, Pushmeet Kolhi and Rob Fergus, ECCV 2012\\
[[http://cs.nyu.edu/~silberman/papers/indoor_seg_support.pdf|PDF]] | [[http://cs.nyu.edu/~silberman/site/?page_id=27|NYU Depth Dataset v2.0]]
[[<<]]

%block rframe%http://cs.nyu.edu/~fergus/thumb/deconv2.png%%\\

!!Adaptive Deconvolutional Networks for Mid and High Level Feature Learning
Matt Zeiler, Graham Taylor and Rob Fergus, ICCV 2011\\
[[http://www.matthewzeiler.com/pubs/iccv2011/iccv2011.pdf|PDF]] | [[http://www.matthewzeiler.com/|Project Page]]
[[<<]]

%block rframe%http://cs.nyu.edu/~fergus/thumb/imitate.png%%\\

!!Learning Invariance through Imitation
Graham Taylor, Ian Spiro, Christoph Bregler and Rob Fergus \\
CVPR 2011. [[http://www.cs.nyu.edu/~gwtaylor/publications/cvpr2011/0969.pdf|PDF]] | [[http://movement.nyu.edu/imitation|Project Page]]

[[<<]]

%block rframe%http://cs.nyu.edu/~fergus/thumb/norm_sparse.png%%\\

!!Blind Deconvolution using a Normalized Sparsity Measure
Dilip Krishnan, Terence Tay and Rob Fergus, CVPR 2011\\
[[http://cs.nyu.edu/~dilip/research/papers/priors_cvpr11.pdf|PDF]] |
[[http://cs.nyu.edu/~dilip/research/blind-deconvolution/|Project Page]]
[[<<]]

%block rframe%http://cs.nyu.edu/~fergus/thumb/dark2.jpg%%\\

!!Dark Flash Photography

Dilip Krishnan and Rob Fergus,\\
ACM Trans. on Graphics (Proc. SIGGRAPH 2009).\\
[[http://cs.nyu.edu/~fergus/papers/dark_flash.pdf|High res PDF (73Mb)]] |
[[http://cs.nyu.edu/~fergus/papers/dark_flash_low.pdf|Low res PDF (5.1Mb)]] |
[[http://cs.nyu.edu/~dilip/wordpress/?page_id=38|Project page]]

[[<<]]

%block rframe%http://cs.nyu.edu/~fergus/thumb/tinyimages.jpg%%\\

!!80 million tiny images: a large dataset for non-parametric object and scene recognition

Antonio Torralba, Rob Fergus and William T. Freeman\\
PAMI, November 2008. [[http://people.csail.mit.edu/torralba/tmp/tiny.pdf|PDF]] | [[http://cs.nyu.edu/~fergus/papers/tiny.bib|Bibtex]] | [[http://people.csail.mit.edu/torralba/tinyimages|Project page]]

[[<<]]

%block rframe%http://cs.nyu.edu/~fergus/thumb/deblur-tn.png%%\\

!!Removing Camera Shake From A Single Photograph

Rob Fergus, Barun Singh, Aaron Hertzmann, Sam T. Roweis and William T. Freeman,\\
ACM Trans. on Graphics (Proc. SIGGRAPH 2006).\\
[[http://cs.nyu.edu/~fergus/papers/deblur_fergus.pdf|PDF]] | [[http://cs.nyu.edu/~fergus/presentations/fergus_deblurring.pdf|PPT]] | [[http://cs.nyu.edu/~fergus/code/deblur_code_1_2.zip|Code]] | [[http://cs.nyu.edu/~fergus/research/deblur.html|Project page]]
October 13, 2016, at 10:26 PM by Pharmd824 - ruiywtow
Changed line 1 from:
I do believe all of the ideas you've offered for your post. They are really convincing and will definitely work. Still, the posts are very quick for newbies. May just you please extend them a little from next time? Thank you for the post. bkgekeeecgda
to:
Hello!<a href="http://www.cia9online.com/#1.html">cialis online pharmacy</a>
October 13, 2016, at 10:13 AM by Johnb866 - turiywte
Changed lines 1-125 from:
%block rframe %http://cs.nyu.edu/~fergus/rob4.png%%

!!Associate Professor\\
[[http://vlg.cs.nyu.edu|Vision, Learning and Graphics group,]]\\
[[http://cs.nyu.edu|Dept. of Computer Science,]]\\
[[http://cims.nyu.edu|Courant Institute of Mathematical Sciences,]]\\
[[http://www.nyu.edu|New York University]]\\
\\

'''I am currently on leave from NYU, working as a Research Scientist at [[https://research.facebook.com/ai|Facebook AI Research]].'''\\
\\

\\
Address:\\
Room 1226, 715 Broadway,\\
New York, NY 10003, USA.\\
\\
[[PmWiki/Directions|Directions to lab]]
\\
\\
http://cs.nyu.edu/~fergus/email2.png\\
\\
\\

----
\\

!Research Overview   

My research is in the areas of Machine Learning and Computer Vision. I am particularly interested in applying Deep Learning methods to object recognition. I also work on low-level vision problems, with applications to computational photography and astronomy.\\


----

! Deep Learning for Computer Vision
!! NIPS 2013 Tutorial [[http://cs.nyu.edu/~fergus/presentations/nips2013_final.pdf|[Slides]]]

-----

! Online Recognition Demo

See our deep convolutional network demo [+[[http://horatio.cs.nyu.edu|here]]+]. This network achieves 16.5% top-5 error on the Imagenet 2012 classification challenge, around 2% better than the network of Krizhevsky et al. (NIPS 2012). 
----

!%block red%[@ Latest Work @]

Pre-prints of recent research can be found on arXiv: [[http://arxiv.org/find/all/1/all:+AND+rob+fergus/0/1/0/all/0/1|Link]]

----

!Selected Projects   
\\

%block rframe%http://cs.nyu.edu/~fergus/thumb/vis_thumb.png%%\\

!!Visualizing and Understanding Convolutional Networks
Matt Zeiler and Rob Fergus,
ECCV 2014, [[http://cs.nyu.edu/~fergus/papers/zeilerECCV2014.pdf|PDF]][[<<]]

%block rframe%http://cs.nyu.edu/~fergus/thumb/exoplanet2.png%%\\

!!Reconnaissance of the HR 8799 Exosolar System I: Near IR Spectroscopy
B. R. Oppenheimer et al., Astrophysical Journal, March 2013\\
[[http://arxiv.org/pdf/1303.2627v1|PDF]] | [[http://www.amnh.org/our-research/physical-sciences/astrophysics/research/project-1640|Project page]][[<<]]



%block rframe%http://cs.nyu.edu/~fergus/thumb/depth_indoor.png%%\\

!!Indoor Segmentation and Support Inference from RGBD Images
Nathan Silberman, Derek Hoiem, Pushmeet Kolhi and Rob Fergus, ECCV 2012\\
[[http://cs.nyu.edu/~silberman/papers/indoor_seg_support.pdf|PDF]] | [[http://cs.nyu.edu/~silberman/site/?page_id=27|NYU Depth Dataset v2.0]]
[[<<]]

%block rframe%http://cs.nyu.edu/~fergus/thumb/deconv2.png%%\\

!!Adaptive Deconvolutional Networks for Mid and High Level Feature Learning
Matt Zeiler, Graham Taylor and Rob Fergus, ICCV 2011\\
[[http://www.matthewzeiler.com/pubs/iccv2011/iccv2011.pdf|PDF]] | [[http://www.matthewzeiler.com/|Project Page]]
[[<<]]

%block rframe%http://cs.nyu.edu/~fergus/thumb/imitate.png%%\\

!!Learning Invariance through Imitation
Graham Taylor, Ian Spiro, Christoph Bregler and Rob Fergus \\
CVPR 2011. [[http://www.cs.nyu.edu/~gwtaylor/publications/cvpr2011/0969.pdf|PDF]] | [[http://movement.nyu.edu/imitation|Project Page]]

[[<<]]

%block rframe%http://cs.nyu.edu/~fergus/thumb/norm_sparse.png%%\\

!!Blind Deconvolution using a Normalized Sparsity Measure
Dilip Krishnan, Terence Tay and Rob Fergus, CVPR 2011\\
[[http://cs.nyu.edu/~dilip/research/papers/priors_cvpr11.pdf|PDF]] |
[[http://cs.nyu.edu/~dilip/research/blind-deconvolution/|Project Page]]
[[<<]]

%block rframe%http://cs.nyu.edu/~fergus/thumb/dark2.jpg%%\\

!!Dark Flash Photography

Dilip Krishnan and Rob Fergus,\\
ACM Trans. on Graphics (Proc. SIGGRAPH 2009).\\
[[http://cs.nyu.edu/~fergus/papers/dark_flash.pdf|High res PDF (73Mb)]] |
[[http://cs.nyu.edu/~fergus/papers/dark_flash_low.pdf|Low res PDF (5.1Mb)]] |
[[http://cs.nyu.edu/~dilip/wordpress/?page_id=38|Project page]]

[[<<]]

%block rframe%http://cs.nyu.edu/~fergus/thumb/tinyimages.jpg%%\\

!!80 million tiny images: a large dataset for non-parametric object and scene recognition

Antonio Torralba, Rob Fergus and William T. Freeman\\
PAMI, November 2008. [[http://people.csail.mit.edu/torralba/tmp/tiny.pdf|PDF]] | [[http://cs.nyu.edu/~fergus/papers/tiny.bib|Bibtex]] | [[http://people.csail.mit.edu/torralba/tinyimages|Project page]]

[[<<]]

%block rframe%http://cs.nyu.edu/~fergus/thumb/deblur-tn.png%%\\

!!Removing Camera Shake From A Single Photograph

Rob Fergus, Barun Singh, Aaron Hertzmann, Sam T. Roweis and William T. Freeman,\\
ACM Trans. on Graphics (Proc. SIGGRAPH 2006).\\
[[http://cs.nyu.edu/~fergus/papers/deblur_fergus.pdf|PDF]] | [[http://cs.nyu.edu/~fergus/presentations/fergus_deblurring.pdf|PPT]] | [[http://cs.nyu.edu/~fergus/code/deblur_code_1_2.zip|Code]] | [[http://cs.nyu.edu/~fergus/research/deblur.html|Project page]]
to:
I do believe all of the ideas you've offered for your post. They are really convincing and will definitely work. Still, the posts are very quick for newbies. May just you please extend them a little from next time? Thank you for the post. bkgekeeecgda
March 04, 2016, at 09:04 AM by 98.113.168.74 -
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'''However, I am looking to recruit PhD students this year (i.e. to start in Fall 2016).'''\\
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'''However, I am looking to recruit PhD students this year (i.e. for admission in Fall 2016).'''\\
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'''However, I am looking to recruit PhD students this year (i.e. to start in Fall 2016).'''\\
October 23, 2015, at 07:47 PM by 199.201.65.135 -
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'''I am currently on leave from NYU, working as a Research Scientist at [[https://research.facebook.com/ai|Facebook AI Research]]. However, I am looking to recruit PhD students this year (i.e. for admission in Fall 2016)'''\\
to:
'''I am currently on leave from NYU, working as a Research Scientist at [[https://research.facebook.com/ai|Facebook AI Research]].'''\\
\\
'''
However, I am looking to recruit PhD students this year (i.e. for admission in Fall 2016).'''\\
October 23, 2015, at 07:46 PM by 199.201.65.135 -
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'''I am currently on leave from NYU, working as a Research Scientist at [[https://research.facebook.com/ai|Facebook AI Research]]'''\\
\\
'''
However, I am looking to recruit PhD students this year (i.e. for admission in Fall 2016)'''\\
to:
'''I am currently on leave from NYU, working as a Research Scientist at [[https://research.facebook.com/ai|Facebook AI Research]]. However, I am looking to recruit PhD students this year (i.e. for admission in Fall 2016)'''\\
October 23, 2015, at 07:46 PM by 199.201.65.135 -
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'''However, I am looking to recruit PhD students this year (i.e. for admission in Fall 2016)'''\\
October 20, 2014, at 12:48 AM by 128.122.49.53 -
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'''I am currently on leave from NYU, working as a Research Scientist at [[http://www.facebook.com|Facebook]] AI Research'''\\
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'''I am currently on leave from NYU, working as a Research Scientist at [[https://research.facebook.com/ai|Facebook AI Research]]'''\\
October 20, 2014, at 12:47 AM by 128.122.49.53 -
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ECCV 2014, [[http://arxiv.org/pdf/1311.2901v3.pdf|PDF]][[<<]]
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ECCV 2014, [[http://cs.nyu.edu/~fergus/papers/zeilerECCV2014.pdf|PDF]][[<<]]
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! International Conference on Learning Representations 2014

I am one of the Program Chairs for a new conference on feature learning and representation learning. The submission deadline is December 20th. Check out the [[https://sites.google.com/site/representationlearning2014/home | website.]]

----

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arXiv pre-print, Nov 2013, [[http://arxiv.org/pdf/1311.2901v3.pdf|PDF]][[<<]]
to:
ECCV 2014, [[http://arxiv.org/pdf/1311.2901v3.pdf|PDF]][[<<]]
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!!Learning Invarance through Imitation
to:
!!Learning Invariance through Imitation
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I am currently on leave from NYU, working as a Research Scientist at [[http://www.facebook.com|Facebook]] AI Research\\
to:
'''I am currently on leave from NYU, working as a Research Scientist at [[http://www.facebook.com|Facebook]] AI Research'''\\
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I am currently on leave from NYU, working as a Research Scientist\\
at [[http://www.facebook.com|Facebook]] AI Research\\
to:

I am currently on leave from NYU, working as a Research Scientist at [[http://www.facebook.com|Facebook]] AI Research\\
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Research Scientist\\
[[http://www.facebook.com|Facebook]] AI Lab\\
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I am currently on leave from NYU, working as a Research Scientist\\
at [[http://www.facebook.com|Facebook]] AI Research\\
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Director of Graduate Studies for \\
[[http://cds.nyu.edu/academics/ms-in-data-science/|Master of Science]] in [[http://cds.nyu.edu/|Data Science]]\\

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----

! I'm joining Facebook!

I'm happy to announce that I am joining Facebook's new AI Group, a research laboratory with the long term goal of making major advances in the field. I'll be working alongside Yann LeCun, who will be leading the Group ([[https://www.facebook.com/yann.lecun/posts/10151728212367143|Link]]). Facebook first announced the AI Group in September to work on problems in deep learning, machine learning and computer vision.

I will be working part time at Facebook until May, when my sabbatical starts and then I will be based full time at Facebook's new office at Astor Place, one block away from NYU. After my sabbatical, I will continue to work both at Facebook and NYU. 

Facebook is building the AI Group here in New York, in Menlo Park and in London. This is an exciting time for the field, and I'm looking forward to getting started.
May 11, 2014, at 05:48 AM by 128.122.49.53 -
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\\
MSDS Office Hours: 10.30-11.30am Wednesdays\\
May 11, 2014, at 05:48 AM by 128.122.49.53 -
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Applicants for Fall 2014 are welcome.\\
Please see the admissions [[http://cds.nyu.edu/apply/|page]]\\
May 11, 2014, at 05:43 AM by 128.122.49.53 -
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%block rframe %http://cs.nyu.edu/~fergus/rob4.png%%

!!Associate Professor\\
[[http://vlg.cs.nyu.edu|Vision, Learning and Graphics group,]]\\
[[http://cs.nyu.edu|Dept. of Computer Science,]]\\
[[http://cims.nyu.edu|Courant Institute of Mathematical Sciences,]]\\
[[http://www.nyu.edu|New York University]]\\
\\
Research Scientist\\
[[http://www.facebook.com|Facebook]] AI Lab\\
\\
Director of Graduate Studies for \\
[[http://cds.nyu.edu/academics/ms-in-data-science/|Master of Science]] in [[http://cds.nyu.edu/|Data Science]]\\

Applicants for Fall 2014 are welcome.\\
Please see the admissions [[http://cds.nyu.edu/apply/|page]]\\
\\
MSDS Office Hours: 10.30-11.30am Wednesdays\\
\\
Address:\\
Room 1226, 715 Broadway,\\
New York, NY 10003, USA.\\
\\
[[PmWiki/Directions|Directions to lab]]
\\
\\
http://cs.nyu.edu/~fergus/email2.png\\
\\
\\

----

! I'm joining Facebook!

I'm happy to announce that I am joining Facebook's new AI Group, a research laboratory with the long term goal of making major advances in the field. I'll be working alongside Yann LeCun, who will be leading the Group ([[https://www.facebook.com/yann.lecun/posts/10151728212367143|Link]]). Facebook first announced the AI Group in September to work on problems in deep learning, machine learning and computer vision.

I will be working part time at Facebook until May, when my sabbatical starts and then I will be based full time at Facebook's new office at Astor Place, one block away from NYU. After my sabbatical, I will continue to work both at Facebook and NYU. 

Facebook is building the AI Group here in New York, in Menlo Park and in London. This is an exciting time for the field, and I'm looking forward to getting started.

----
\\

!Research Overview   

My research is in the areas of Machine Learning and Computer Vision. I am particularly interested in applying Deep Learning methods to object recognition. I also work on low-level vision problems, with applications to computational photography and astronomy.\\


----

! Deep Learning for Computer Vision
!! NIPS 2013 Tutorial [[http://cs.nyu.edu/~fergus/presentations/nips2013_final.pdf|[Slides]]]

-----

! Online Recognition Demo

See our deep convolutional network demo [+[[http://horatio.cs.nyu.edu|here]]+]. This network achieves 16.5% top-5 error on the Imagenet 2012 classification challenge, around 2% better than the network of Krizhevsky et al. (NIPS 2012). 

----

! International Conference on Learning Representations 2014

I am one of the Program Chairs for a new conference on feature learning and representation learning. The submission deadline is December 20th. Check out the [[https://sites.google.com/site/representationlearning2014/home | website.]]

----

!%block red%[@ Latest Work @]

Pre-prints of recent research can be found on arXiv: [[http://arxiv.org/find/all/1/all:+AND+rob+fergus/0/1/0/all/0/1|Link]]

----

!Selected Projects   
\\

%block rframe%http://cs.nyu.edu/~fergus/thumb/vis_thumb.png%%\\

!!Visualizing and Understanding Convolutional Networks
Matt Zeiler and Rob Fergus,
arXiv pre-print, Nov 2013, [[http://arxiv.org/pdf/1311.2901v3.pdf|PDF]][[<<]]

%block rframe%http://cs.nyu.edu/~fergus/thumb/exoplanet2.png%%\\

!!Reconnaissance of the HR 8799 Exosolar System I: Near IR Spectroscopy
B. R. Oppenheimer et al., Astrophysical Journal, March 2013\\
[[http://arxiv.org/pdf/1303.2627v1|PDF]] | [[http://www.amnh.org/our-research/physical-sciences/astrophysics/research/project-1640|Project page]][[<<]]



%block rframe%http://cs.nyu.edu/~fergus/thumb/depth_indoor.png%%\\

!!Indoor Segmentation and Support Inference from RGBD Images
Nathan Silberman, Derek Hoiem, Pushmeet Kolhi and Rob Fergus, ECCV 2012\\
[[http://cs.nyu.edu/~silberman/papers/indoor_seg_support.pdf|PDF]] | [[http://cs.nyu.edu/~silberman/site/?page_id=27|NYU Depth Dataset v2.0]]
[[<<]]

%block rframe%http://cs.nyu.edu/~fergus/thumb/deconv2.png%%\\

!!Adaptive Deconvolutional Networks for Mid and High Level Feature Learning
Matt Zeiler, Graham Taylor and Rob Fergus, ICCV 2011\\
[[http://www.matthewzeiler.com/pubs/iccv2011/iccv2011.pdf|PDF]] | [[http://www.matthewzeiler.com/|Project Page]]
[[<<]]

%block rframe%http://cs.nyu.edu/~fergus/thumb/imitate.png%%\\

!!Learning Invarance through Imitation
Graham Taylor, Ian Spiro, Christoph Bregler and Rob Fergus \\
CVPR 2011. [[http://www.cs.nyu.edu/~gwtaylor/publications/cvpr2011/0969.pdf|PDF]] | [[http://movement.nyu.edu/imitation|Project Page]]

[[<<]]

%block rframe%http://cs.nyu.edu/~fergus/thumb/norm_sparse.png%%\\

!!Blind Deconvolution using a Normalized Sparsity Measure
Dilip Krishnan, Terence Tay and Rob Fergus, CVPR 2011\\
[[http://cs.nyu.edu/~dilip/research/papers/priors_cvpr11.pdf|PDF]] |
[[http://cs.nyu.edu/~dilip/research/blind-deconvolution/|Project Page]]
[[<<]]

%block rframe%http://cs.nyu.edu/~fergus/thumb/dark2.jpg%%\\

!!Dark Flash Photography

Dilip Krishnan and Rob Fergus,\\
ACM Trans. on Graphics (Proc. SIGGRAPH 2009).\\
[[http://cs.nyu.edu/~fergus/papers/dark_flash.pdf|High res PDF (73Mb)]] |
[[http://cs.nyu.edu/~fergus/papers/dark_flash_low.pdf|Low res PDF (5.1Mb)]] |
[[http://cs.nyu.edu/~dilip/wordpress/?page_id=38|Project page]]

[[<<]]

%block rframe%http://cs.nyu.edu/~fergus/thumb/tinyimages.jpg%%\\

!!80 million tiny images: a large dataset for non-parametric object and scene recognition

Antonio Torralba, Rob Fergus and William T. Freeman\\
PAMI, November 2008. [[http://people.csail.mit.edu/torralba/tmp/tiny.pdf|PDF]] | [[http://cs.nyu.edu/~fergus/papers/tiny.bib|Bibtex]] | [[http://people.csail.mit.edu/torralba/tinyimages|Project page]]

[[<<]]

%block rframe%http://cs.nyu.edu/~fergus/thumb/deblur-tn.png%%\\

!!Removing Camera Shake From A Single Photograph

Rob Fergus, Barun Singh, Aaron Hertzmann, Sam T. Roweis and William T. Freeman,\\
ACM Trans. on Graphics (Proc. SIGGRAPH 2006).\\
[[http://cs.nyu.edu/~fergus/papers/deblur_fergus.pdf|PDF]] | [[http://cs.nyu.edu/~fergus/presentations/fergus_deblurring.pdf|PPT]] | [[http://cs.nyu.edu/~fergus/code/deblur_code_1_2.zip|Code]] | [[http://cs.nyu.edu/~fergus/research/deblur.html|Project page]]
May 11, 2014, at 02:17 AM by instant payday loans - asyRburRmqZELULqcz
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Changed line 1 from:
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May 08, 2014, at 09:39 AM by oirwibah - FKtoJulGZKFTg
Changed lines 1-146 from:
%block rframe %http://cs.nyu.edu/~fergus/rob4.png%%

!!Associate Professor\\
[[http://vlg.cs.nyu.edu|Vision, Learning and Graphics group,]]\\
[[http://cs.nyu.edu|Dept. of Computer Science,]]\\
[[http://cims.nyu.edu|Courant Institute of Mathematical Sciences,]]\\
[[http://www.nyu.edu|New York University]]\\
\\
Research Scientist\\
[[http://www.facebook.com|Facebook]] AI Lab\\
\\
Director of Graduate Studies for \\
[[http://cds.nyu.edu/academics/ms-in-data-science/|Master of Science]] in [[http://cds.nyu.edu/|Data Science]]\\

\\
MSDS Office Hours: 10.30-11.30am Wednesdays\\
\\
Address:\\
Room 1226, 715 Broadway,\\
New York, NY 10003, USA.\\
\\
[[PmWiki/Directions|Directions to lab]]
\\
\\
http://cs.nyu.edu/~fergus/email2.png\\
\\
\\

----

! I'm joining Facebook!

I'm happy to announce that I am joining Facebook's new AI Group, a research laboratory with the long term goal of making major advances in the field. I'll be working alongside Yann LeCun, who will be leading the Group ([[https://www.facebook.com/yann.lecun/posts/10151728212367143|Link]]). Facebook first announced the AI Group in September to work on problems in deep learning, machine learning and computer vision.

I will be working part time at Facebook until May, when my sabbatical starts and then I will be based full time at Facebook's new office at Astor Place, one block away from NYU. After my sabbatical, I will continue to work both at Facebook and NYU. 

Facebook is building the AI Group here in New York, in Menlo Park and in London. This is an exciting time for the field, and I'm looking forward to getting started.

----
\\

!Research Overview   

My research is in the areas of Machine Learning and Computer Vision. I am particularly interested in applying Deep Learning methods to object recognition. I also work on low-level vision problems, with applications to computational photography and astronomy.\\


----

! Deep Learning for Computer Vision
!! NIPS 2013 Tutorial [[http://cs.nyu.edu/~fergus/presentations/nips2013_final.pdf|[Slides]]]

-----

! Online Recognition Demo

See our deep convolutional network demo [+[[http://horatio.cs.nyu.edu|here]]+]. This network achieves 16.5% top-5 error on the Imagenet 2012 classification challenge, around 2% better than the network of Krizhevsky et al. (NIPS 2012). 

----

! International Conference on Learning Representations 2014

I am one of the Program Chairs for a new conference on feature learning and representation learning. The submission deadline is December 20th. Check out the [[https://sites.google.com/site/representationlearning2014/home | website.]]

----

!%block red%[@ Latest Work @]

Pre-prints of recent research can be found on arXiv: [[http://arxiv.org/find/all/1/all:+AND+rob+fergus/0/1/0/all/0/1|Link]]

----

!Selected Projects   
\\

%block rframe%http://cs.nyu.edu/~fergus/thumb/vis_thumb.png%%\\

!!Visualizing and Understanding Convolutional Networks
Matt Zeiler and Rob Fergus,
arXiv pre-print, Nov 2013, [[http://arxiv.org/pdf/1311.2901v3.pdf|PDF]][[<<]]

%block rframe%http://cs.nyu.edu/~fergus/thumb/exoplanet2.png%%\\

!!Reconnaissance of the HR 8799 Exosolar System I: Near IR Spectroscopy
B. R. Oppenheimer et al., Astrophysical Journal, March 2013\\
[[http://arxiv.org/pdf/1303.2627v1|PDF]] | [[http://www.amnh.org/our-research/physical-sciences/astrophysics/research/project-1640|Project page]][[<<]]



%block rframe%http://cs.nyu.edu/~fergus/thumb/depth_indoor.png%%\\

!!Indoor Segmentation and Support Inference from RGBD Images
Nathan Silberman, Derek Hoiem, Pushmeet Kolhi and Rob Fergus, ECCV 2012\\
[[http://cs.nyu.edu/~silberman/papers/indoor_seg_support.pdf|PDF]] | [[http://cs.nyu.edu/~silberman/site/?page_id=27|NYU Depth Dataset v2.0]]
[[<<]]

%block rframe%http://cs.nyu.edu/~fergus/thumb/deconv2.png%%\\

!!Adaptive Deconvolutional Networks for Mid and High Level Feature Learning
Matt Zeiler, Graham Taylor and Rob Fergus, ICCV 2011\\
[[http://www.matthewzeiler.com/pubs/iccv2011/iccv2011.pdf|PDF]] | [[http://www.matthewzeiler.com/|Project Page]]
[[<<]]

%block rframe%http://cs.nyu.edu/~fergus/thumb/imitate.png%%\\

!!Learning Invarance through Imitation
Graham Taylor, Ian Spiro, Christoph Bregler and Rob Fergus \\
CVPR 2011. [[http://www.cs.nyu.edu/~gwtaylor/publications/cvpr2011/0969.pdf|PDF]] | [[http://movement.nyu.edu/imitation|Project Page]]

[[<<]]

%block rframe%http://cs.nyu.edu/~fergus/thumb/norm_sparse.png%%\\

!!Blind Deconvolution using a Normalized Sparsity Measure
Dilip Krishnan, Terence Tay and Rob Fergus, CVPR 2011\\
[[http://cs.nyu.edu/~dilip/research/papers/priors_cvpr11.pdf|PDF]] |
[[http://cs.nyu.edu/~dilip/research/blind-deconvolution/|Project Page]]
[[<<]]

%block rframe%http://cs.nyu.edu/~fergus/thumb/dark2.jpg%%\\

!!Dark Flash Photography

Dilip Krishnan and Rob Fergus,\\
ACM Trans. on Graphics (Proc. SIGGRAPH 2009).\\
[[http://cs.nyu.edu/~fergus/papers/dark_flash.pdf|High res PDF (73Mb)]] |
[[http://cs.nyu.edu/~fergus/papers/dark_flash_low.pdf|Low res PDF (5.1Mb)]] |
[[http://cs.nyu.edu/~dilip/wordpress/?page_id=38|Project page]]

[[<<]]

%block rframe%http://cs.nyu.edu/~fergus/thumb/tinyimages.jpg%%\\

!!80 million tiny images: a large dataset for non-parametric object and scene recognition

Antonio Torralba, Rob Fergus and William T. Freeman\\
PAMI, November 2008. [[http://people.csail.mit.edu/torralba/tmp/tiny.pdf|PDF]] | [[http://cs.nyu.edu/~fergus/papers/tiny.bib|Bibtex]] | [[http://people.csail.mit.edu/torralba/tinyimages|Project page]]

[[<<]]

%block rframe%http://cs.nyu.edu/~fergus/thumb/deblur-tn.png%%\\

!!Removing Camera Shake From A Single Photograph

Rob Fergus, Barun Singh, Aaron Hertzmann, Sam T. Roweis and William T. Freeman,\\
ACM Trans. on Graphics (Proc. SIGGRAPH 2006).\\
[[http://cs.nyu.edu/~fergus/papers/deblur_fergus.pdf|PDF]] | [[http://cs.nyu.edu/~fergus/presentations/fergus_deblurring.pdf|PPT]] | [[http://cs.nyu.edu/~fergus/code/deblur_code_1_2.zip|Code]] | [[http://cs.nyu.edu/~fergus/research/deblur.html|Project page]]
to:
Yp3evK  <a href="http://uxejiwczpqhx.com/">uxejiwczpqhx</a>, [url=http://swuxqqpcigyd.com/]swuxqqpcigyd[/url], [link=http://xxssmgbuvjau.com/]xxssmgbuvjau[/link], http://satfmflwipgh.com/
March 30, 2014, at 06:26 AM by 128.122.49.43 -
Deleted lines 14-15:
Applicants for Fall 2014 are welcome.\\
Please see the admissions [[http://cds.nyu.edu/apply/|page]]\\
January 13, 2014, at 02:34 AM by 128.122.49.53 -
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%block blue%[@ ! Latest Work @]
to:
!%block red%[@ Latest Work @]
January 13, 2014, at 02:34 AM by 128.122.49.53 -
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! Latest Work
to:
%block blue%[@ ! Latest Work @]
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! Latest Work
January 13, 2014, at 02:32 AM by 128.122.49.53 -
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----

Pre-prints of recent research can be found on arXiv: [[http://arxiv.org/find/all/1/all:+AND+rob+fergus/0/1/0/all/0/1|Link]]
December 09, 2013, at 11:19 PM by 128.122.49.43 -
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Facebook is building the AI Group here in New York, in Mountain View and in London. This is an exciting time for the field, and I'm looking forward to getting started.
to:
Facebook is building the AI Group here in New York, in Menlo Park and in London. This is an exciting time for the field, and I'm looking forward to getting started.
December 09, 2013, at 10:15 PM by 128.122.49.43 -
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My research is in the areas of Machine Learning and Computer Vision. I am particularly interested in applying Deep Learning methods to object recognition. I also work on low-level vision problems, with applications to computational photography and astronomy.
\\
to:
My research is in the areas of Machine Learning and Computer Vision. I am particularly interested in applying Deep Learning methods to object recognition. I also work on low-level vision problems, with applications to computational photography and astronomy.\\
December 09, 2013, at 10:14 PM by 128.122.49.43 -
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December 09, 2013, at 10:14 PM by 128.122.49.43 -
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to:
\\
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!! NIPS 2013 Tutorial
[[http://cs.nyu.edu/~fergus/presentations/nips2013_final.pdf|[Slides]]]
to:
!! NIPS 2013 Tutorial [[http://cs.nyu.edu/~fergus/presentations/nips2013_final.pdf|[Slides]]]
December 09, 2013, at 10:14 PM by 128.122.49.43 -
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[[http://www.facebook.com|Facebook]] AI Lab
to:
[[http://www.facebook.com|Facebook]] AI Lab\\
December 09, 2013, at 10:13 PM by 128.122.49.43 -
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Research Scientist\\
[[http://www.facebook.com|Facebook]] AI Lab
\\
Deleted lines 13-15:
\\
Research Scientist\\
[[http://www.facebook.com|Facebook]] AI Lab
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to:
\\
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[[http://www.facebook.com|Facebook] AI Lab
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[[http://www.facebook.com|Facebook]] AI Lab
December 09, 2013, at 10:12 PM by 128.122.49.43 -
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Research Scientist\\
[[http://www.facebook.com|Facebook] AI Lab

Changed line 35 from:
I'm happy to announce that I am joining Facebook's new AI Group, a research laboratory with the long term goal of making major advances in the field. I'll be working alongside Yann LeCun, who will be leading the Group <Link to Yann's post on Facebook. Facebook first announced the AI Group in September to work on problems in deep learning, machine learning and computer vision.
to:
I'm happy to announce that I am joining Facebook's new AI Group, a research laboratory with the long term goal of making major advances in the field. I'll be working alongside Yann LeCun, who will be leading the Group ([[https://www.facebook.com/yann.lecun/posts/10151728212367143|Link]]). Facebook first announced the AI Group in September to work on problems in deep learning, machine learning and computer vision.
December 09, 2013, at 10:09 PM by 128.122.49.43 -
Added lines 30-38:
! I'm joining Facebook!

I'm happy to announce that I am joining Facebook's new AI Group, a research laboratory with the long term goal of making major advances in the field. I'll be working alongside Yann LeCun, who will be leading the Group <Link to Yann's post on Facebook. Facebook first announced the AI Group in September to work on problems in deep learning, machine learning and computer vision.

I will be working part time at Facebook until May, when my sabbatical starts and then I will be based full time at Facebook's new office at Astor Place, one block away from NYU. After my sabbatical, I will continue to work both at Facebook and NYU. 

Facebook is building the AI Group here in New York, in Mountain View and in London. This is an exciting time for the field, and I'm looking forward to getting started.

----
Deleted lines 43-54:

\\


----


I'm happy to announce that I am joining Facebook's new AI Group, a research laboratory with the long term goal of making major advances in the field. I'll be working alongside Yann LeCun, who will be leading the Group <Link to Yann's post on Facebook. Facebook first announced the AI Group in September to work on problems in deep learning, machine learning and computer vision.

I will be working part time at Facebook until May, when my sabbatical starts and then I will be based full time at Facebook's new office at Astor Place, one block away from NYU. After my sabbatical, I will continue to work both at Facebook and NYU. 

Facebook is building the AI Group here in New York, in Mountain View and in London. This is an exciting time for the field, and I'm looking forward to getting started.
December 09, 2013, at 10:08 PM by 128.122.49.43 -
Added lines 38-46:

----


I'm happy to announce that I am joining Facebook's new AI Group, a research laboratory with the long term goal of making major advances in the field. I'll be working alongside Yann LeCun, who will be leading the Group <Link to Yann's post on Facebook. Facebook first announced the AI Group in September to work on problems in deep learning, machine learning and computer vision.

I will be working part time at Facebook until May, when my sabbatical starts and then I will be based full time at Facebook's new office at Astor Place, one block away from NYU. After my sabbatical, I will continue to work both at Facebook and NYU. 

Facebook is building the AI Group here in New York, in Mountain View and in London. This is an exciting time for the field, and I'm looking forward to getting started.
December 05, 2013, at 08:14 PM by 128.122.49.43 -
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Slides Coming soon....
to:
[[http://cs.nyu.edu/~fergus/presentations/nips2013_final.pdf|[Slides]]]
December 02, 2013, at 03:26 AM by 128.122.49.43 -
December 02, 2013, at 03:15 AM by 128.122.49.43 -
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!!Reconnaissance of the HR 8799 Exosolar System I: Near IR Spectroscopy,
to:
!!Reconnaissance of the HR 8799 Exosolar System I: Near IR Spectroscopy
December 02, 2013, at 03:14 AM by 128.122.49.43 -
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See our deep convolutional network demo [+[[http://horatio.cs.nyu.edu|here]]+]. This network achieves 16.5% top-5 error on the Imagenet 2012 classification challenge, around 2% better than the network of Kirzhevsky et al. (NIPS 2012). 
to:
See our deep convolutional network demo [+[[http://horatio.cs.nyu.edu|here]]+]. This network achieves 16.5% top-5 error on the Imagenet 2012 classification challenge, around 2% better than the network of Krizhevsky et al. (NIPS 2012). 
December 02, 2013, at 03:14 AM by 128.122.49.43 -
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-----

! Results of ImageNet 2013 Competition

The NYU lab entries did very well in all three competitions. There results are here: [[http://www.image-net.org/challenges/LSVRC/2013/results.php|link]]. 
December 02, 2013, at 03:14 AM by 128.122.49.43 -
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! Deep Learning Online Demo
to:
! Online Recognition Demo
December 02, 2013, at 03:12 AM by 128.122.49.43 -
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! Results of ImageNet 2013 Competition

The NYU lab entries did very well in all three competitions. There results are here: [[http://www.image-net.org/challenges/LSVRC/2013/results.php|link]]. 

-----

Changed line 73 from:
arXiv pre-print, Nov 2013 [[http://arxiv.org/pdf/1311.2901v3.pdf|PDF]][[<<]]
to:
arXiv pre-print, Nov 2013, [[http://arxiv.org/pdf/1311.2901v3.pdf|PDF]][[<<]]
December 02, 2013, at 03:10 AM by 128.122.49.43 -
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!!Visualizing and Understanding Convolutional Networks,
to:
!!Visualizing and Understanding Convolutional Networks
Changed lines 67-68 from:
arXiv pre-print, Nov 2013\\
[[http://arxiv.org/pdf/1311.2901v3.pdf|PDF]][[<<]]
to:
arXiv pre-print, Nov 2013 [[http://arxiv.org/pdf/1311.2901v3.pdf|PDF]][[<<]]
December 02, 2013, at 03:09 AM by 128.122.49.43 -
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arXiv pre-print [[http://arxiv.org/pdf/1311.2901v3.pdf|PDF]][[<<]], Nov 2013
to:
arXiv pre-print, Nov 2013\\
[[http://arxiv.org/pdf/1311.2901v3.pdf|PDF]][[<<]]
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%block rframe%http://cs.nyu.edu/~fergus/thumb/digit_2.png%%\\
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%block rframe%http://cs.nyu.edu/~fergus/thumb/vis_thumb.png%%\\
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arXiv pre-print [[http://arxiv.org/pdf/1311.2901v3.pdf|PDF]][[<<]]
to:
arXiv pre-print [[http://arxiv.org/pdf/1311.2901v3.pdf|PDF]][[<<]], Nov 2013
December 02, 2013, at 02:58 AM by 128.122.49.43 -
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! Deep Learning for Computer Vision
!! NIPS 2013 Tutorial

Slides Coming soon....

-----

Changed lines 56-67 from:
I am one of the Program Chairs for a new conference on feature learning and representation learning. The submission deadline is December 20th. Check out the [[https://sites.google.com/site/representationlearning2014/home | website.]]


----

! Deep Learning Methods for Vision
!! CVPR 2012 Tutorial

Speakers: Rob Fergus (NYU), Honglak Lee (Michigan), Marc'Aurelio Ranzato (Google)
Ruslan Salakhutdinov (Toronto), Graham Taylor (Guelph), Kai Yu (Baidu)

[[http://cs.nyu.edu/~fergus/tutorials/deep_learning_cvpr12/ | Course Webpage ]]
to:
I am one of the Program Chairs for a new conference on feature learning and representation learning. The submission deadline is December 20th. Check out the [[https://sites.google.com/site/representationlearning2014/home | website.]]
December 02, 2013, at 02:56 AM by 128.122.49.43 -
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See our deep convolutional network demo [[http://horatio.cs.nyu.edu|here]]. This network achieves 16.5% top-5 error on the Imagenet 2012 classification challenge, around 2% better than the network of Kirzhevsky et al. (NIPS 2012). 
to:
See our deep convolutional network demo [+[[http://horatio.cs.nyu.edu|here]]+]. This network achieves 16.5% top-5 error on the Imagenet 2012 classification challenge, around 2% better than the network of Kirzhevsky et al. (NIPS 2012). 
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[[http://arxiv.org/pdf/1311.2901v3.pdf|PDF]][[<<]]
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arXiv pre-print [[http://arxiv.org/pdf/1311.2901v3.pdf|PDF]][[<<]]
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%block rframe%http://cs.nyu.edu/~fergus/thumb/digit_2.png%%\\

!!Visualizing and Understanding Convolutional Networks,
Matt Zeiler and Rob Fergus,
[[http://arxiv.org/pdf/1311.2901v3.pdf|PDF]][[<<]]

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%block rframe%http://cs.nyu.edu/~fergus/thumb/digit_2.png%%\\

!!Stochastic Pooling for Regularization of Deep Convolutional Neural Networks,
Matt Zeiler and Rob Fergus, [[https://sites.google.com/site/representationlearning2013/home | ICLR ]] 2013\\
[[http://arxiv.org/pdf/1301.3557|PDF]][[<<]]
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! Deep Learning Online Demo

See our deep convolutional network demo [[http://horatio.cs.nyu.edu|here]]. This network achieves 16.5% top-5 error on the Imagenet 2012 classification challenge, around 2% better than the network of Kirzhevsky et al. (NIPS 2012). 

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! Deep Learning Online Demo

See our deep convolutional network demo [[http://horatio.cs.nyu.edu|here]]. This network achieves 16.5% top-5 error on the Imagenet 2012 classification challenge, around 2% better than the network of Kirzhevsky et al. (NIPS 2012). 
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! Deep Learning Online Demo

See our deep convolutional network demo [[http://horatio.cs.nyu.edu|here]]. This network achieves 16.5% top-5 error on the Imagenet 2012 classification challenge, around 2% better than the network of Kirzhevsky et al. (NIPS 2012). 
October 17, 2013, at 07:59 PM by 128.122.49.43 -
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Director of Graduate Studies for [[http://cds.nyu.edu/academics/ms-in-data-science/|Master of Science]] in [[http://cds.nyu.edu/|Data Science]]\\
to:
Director of Graduate Studies for \\
[[http://cds.nyu.edu/academics/ms-in-data-science/|Master of Science]] in [[http://cds.nyu.edu/|Data Science]]\\
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October 17, 2013, at 07:59 PM by 128.122.49.43 -
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Please see the admissions [[http://cds.nyu.edu/apply/|page]]
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Please see the admissions [[http://cds.nyu.edu/apply/|page]]\\
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Applicants for Fall 2014 are welcome. Please see the admissions [[http://cds.nyu.edu/apply/|page]]
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Applicants for Fall 2014 are welcome.\\
Please see the admissions [[http://cds.nyu.edu/apply/|page]]
October 17, 2013, at 07:58 PM by 128.122.49.43 -
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October 17, 2013, at 07:58 PM by 128.122.49.43 -
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Director of Graduate Studies for [[http://cds.nyu.edu/academics/ms-in-data-science/|Master of Science]] in [[http://cds.nyu.edu/|Data Science]]
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Director of Graduate Studies for [[http://cds.nyu.edu/academics/ms-in-data-science/|Master of Science]] in [[http://cds.nyu.edu/|Data Science]]\\
Applicants for Fall 2014 are welcome. Please see the admissions [[http://cds.nyu.edu/apply/|page]]
\\
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Applicants for Fall 2014 are welcome. Please see the admissions [[http://cds.nyu.edu/apply/|page]]
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Applicants for Fall 2014 are welcome. Please see the admissions [[http://cds.nyu.edu/apply/|page]]
\\
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! International Conference on Learning Representations 2013

I am one of the Program Chairs for a new conference on feature learning and representation learning. Check out the [[https://sites.google.com/site/representationlearning2013/home | website.]]
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! International Conference on Learning Representations 2014

I am one of the Program Chairs for a new conference on feature learning and representation learning. The submission deadline is December 20th. Check out the [[https://sites.google.com/site/representationlearning2014/home | website.]]
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MSDS Office Hours: 10.30-11.30am Wednesdays
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MSDS Office Hours: 10.30-11.30am Wednesdays\\
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!!Assistant Professor\\
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!!Associate Professor\\
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MSDS Office Hours: 10.30-11.30am Wednesdays