PmWiki - HomePage

March 24, 2017, at 02:59 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]].'''\\

October 17, 2016, at 12:40 AM by 69.117.174.8 -

Changed lines 1-125 from:

~~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 06:26 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 06:13 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 04:04 AM by 98.113.168.74 -

Deleted line 11:

~~'''However, I am looking to recruit PhD students this year (i.e. to start in Fall 2016).'''\\~~

November 01, 2015, at 05:58 PM by 199.201.65.2 -

Changed line 12 from:

'''However, I am looking to recruit PhD students this year (i.e. ~~for admission~~ in Fall 2016).'''\\

to:

'''However, I am looking to recruit PhD students this year (i.e. to start in Fall 2016).'''\\

October 23, 2015, at 03:47 PM by 199.201.65.135 -

Changed lines 10-12 from:

'''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 03:46 PM by 199.201.65.135 -

Changed lines 10-12 from:

'''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 03:46 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 19, 2014, at 08:48 PM by 128.122.49.53 -

Changed line 10 from:

'''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 [[https://research.facebook.com/ai|Facebook AI Research]]'''\\

October 19, 2014, at 08:47 PM by 128.122.49.53 -

Changed line 57 from:

ECCV 2014, [[http://~~arxiv~~.~~org~~/~~pdf~~/~~1311.2901v3~~.pdf|PDF]][[<<]]

to:

ECCV 2014, [[http://cs.nyu.edu/~fergus/papers/zeilerECCV2014.pdf|PDF]][[<<]]

September 09, 2014, at 11:16 PM by 128.122.49.53 -

Deleted line 41:

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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.]]

----

Changed lines 57-58 from:

~~arXiv pre-print, Nov 2013~~, [[http://arxiv.org/pdf/1311.2901v3.pdf|PDF]][[<<]]

to:

ECCV 2014, [[http://arxiv.org/pdf/1311.2901v3.pdf|PDF]][[<<]]

Changed line 83 from:

!!Learning ~~Invarance~~ through Imitation

to:

!!Learning Invariance through Imitation

September 09, 2014, at 10:16 PM 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\\

to:

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

Deleted line 11:

September 09, 2014, at 10:15 PM 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\\

to:

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

September 09, 2014, at 10:15 PM by 128.122.49.53 -

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~~Research~~ Scientist\\
[[http://www.facebook.com|Facebook]] AI ~~Lab~~\\

to:

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

Changed lines 12-14 from:

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:

Deleted lines 23-32:

----

! 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 01:48 AM by 128.122.49.53 -

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\\
MSDS Office Hours: 10.30-11.30am Wednesdays\\

May 11, 2014, at 01:48 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 01:43 AM by 128.122.49.53 -

Changed lines 1-2 from:

~~http://chicagorehab.net/userinfo.php?uid=465922 15 min payday loans no credit check~~

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]]\\
\\
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]]

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to:

Bramy says http://www.bramfield-primary-school.co.uk bramfield instant payday loans

May 08, 2014, at 05:39 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 02:26 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 12, 2014, at 09:34 PM by 128.122.49.53 -

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%block ~~blue~~%[@ ! Latest Work @]

to:

!%block red%[@ Latest Work @]

January 12, 2014, at 09:34 PM by 128.122.49.53 -

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~~! Latest Work~~

to:

%block blue%[@ ! Latest Work @]

January 12, 2014, at 09:32 PM by 128.122.49.53 -

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! Latest Work

January 12, 2014, at 09:32 PM 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 06:19 PM by 128.122.49.43 -

Changed line 39 from:

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 05:15 PM by 128.122.49.43 -

Changed lines 46-47 from:

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 05:14 PM by 128.122.49.43 -

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December 09, 2013, at 05:14 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 05:14 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 05:13 PM by 128.122.49.43 -

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Research Scientist\\
[[http://www.facebook.com|Facebook]] AI Lab
\\

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\\
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

to:

[[http://www.facebook.com|Facebook]] AI Lab

December 09, 2013, at 05:12 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 05:09 PM by 128.122.49.43 -

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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 <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 05:08 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 03:14 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 01, 2013, at 10:26 PM by 128.122.49.43 -

December 01, 2013, at 10:15 PM 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 01, 2013, at 10:14 PM 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 01, 2013, at 10:14 PM 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 01, 2013, at 10:14 PM by 128.122.49.43 -

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! ~~Deep Learning Online~~ Demo

to:

! Online Recognition Demo

December 01, 2013, at 10:12 PM 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 01, 2013, at 10:10 PM by 128.122.49.43 -

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!!Visualizing and Understanding Convolutional ~~Networks,~~

to:

!!Visualizing and Understanding Convolutional Networks

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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 01, 2013, at 10:09 PM 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]][[<<]]

December 01, 2013, at 10:07 PM by 128.122.49.43 -

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%block rframe%http://cs.nyu.edu/~fergus/thumb/~~digit~~_2.png%%\\

to:

%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 01, 2013, at 09:58 PM 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 01, 2013, at 09:56 PM by 128.122.49.43 -

December 01, 2013, at 09:55 PM 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).

Changed line 70 from:

[[http://arxiv.org/pdf/1311.2901v3.pdf|PDF]][[<<]]

to:

arXiv pre-print [[http://arxiv.org/pdf/1311.2901v3.pdf|PDF]][[<<]]

December 01, 2013, at 09:54 PM by 128.122.49.43 -

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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]][[<<]]

Deleted lines 77-82:

%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]][[<<]]

October 22, 2013, at 12:15 PM by 128.122.49.43 -

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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).

----

Deleted lines 48-52:

----

! 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 22, 2013, at 12:14 PM by 128.122.49.43 -

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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 03:59 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]]\\

October 17, 2013, at 03:59 PM by 128.122.49.43 -

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to:

\\

October 17, 2013, at 03:59 PM by 128.122.49.43 -

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Please see the admissions [[http://cds.nyu.edu/apply/|page]]
\\

to:

Please see the admissions [[http://cds.nyu.edu/apply/|page]]\\

October 17, 2013, at 03:59 PM by 128.122.49.43 -

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\\

Applicants for Fall 2014 are welcome. Please see the admissions [[http://cds.nyu.edu/apply/|page]]

to:

Applicants for Fall 2014 are welcome.\\
Please see the admissions [[http://cds.nyu.edu/apply/|page]]

October 17, 2013, at 03:58 PM by 128.122.49.43 -

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\\

October 17, 2013, at 03:58 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]]

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]]\\
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 03:52 PM by 128.122.49.43 -

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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.]]

to:

! 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.]]

September 04, 2013, at 09:03 AM by 128.122.49.43 -

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\\

September 04, 2013, at 09:02 AM by 128.122.49.43 -

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MSDS Office Hours: 10.30-11.30am ~~Wednesdays~~

to:

MSDS Office Hours: 10.30-11.30am Wednesdays\\

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!!~~Assistant~~ Professor\\

to:

!!Associate Professor\\

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\\
MSDS Office Hours: 10.30-11.30am Wednesdays

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\\

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\\

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My research is in the areas of ~~Computer Vision~~ and ~~Machine Learning~~. 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.

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\\

June 16, 2013, at 01:58 PM by 128.122.49.53 -

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[[http://arxiv.org/pdf/1303.2627v1|PDF]]|[[http://www.amnh.org/our-research/physical-sciences/astrophysics/research/project-1640|Project page]][[<<]]

to:

[[http://arxiv.org/pdf/1303.2627v1|PDF]] | [[http://www.amnh.org/our-research/physical-sciences/astrophysics/research/project-1640|Project page]][[<<]]

June 16, 2013, at 01:57 PM by 128.122.49.53 -

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[[http://arxiv.org/pdf/1303.2627v1|PDF]][[<<]]

to:

[[http://arxiv.org/pdf/1303.2627v1|PDF]]|[[http://www.amnh.org/our-research/physical-sciences/astrophysics/research/project-1640|Project page]][[<<]]

June 16, 2013, at 01:56 PM by 128.122.49.53 -

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Matt Zeiler and Rob Fergus, [[https://sites.google.com/site/representationlearning2013/home | ICLR ]]
2013\\

to:

Matt Zeiler and Rob Fergus, [[https://sites.google.com/site/representationlearning2013/home | ICLR ]] 2013\\

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Matt Zeiler and Rob Fergus, ~~arXiv 1301~~.~~3357,~~ 2013\\

to:

Matt Zeiler and Rob Fergus, [[https://sites.google.com/site/representationlearning2013/home | ICLR ]]
2013\\

June 16, 2013, at 01:55 PM by 128.122.49.53 -

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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]]

June 16, 2013, at 01:46 PM by 128.122.49.53 -

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[[PmWiki/Directions|Directions]]

to:

[[PmWiki/Directions|Directions to lab]]

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My research is in the areas of Computer Vision, Machine Learning ~~and Computer Graphics. I am interested in building statistical models of images both at the high~~ level of objects and scenes and also at the low level of pixels and edges. These models may then be deployed in a variety of problems. Those of particular interest include: object recognition, image search and computational photography.

to:

My research is in the areas of Computer Vision and Machine Learning. 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.

Deleted lines 39-40:

~~Sunday 9:00am-5:30pm, Sunday June 17th, Ballroom D~~

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B. R. Oppenheimer et al., ~~arXiv 1303.2627~~, 2013\\

to:

B. R. Oppenheimer et al., Astrophysical Journal, March 2013\\

June 16, 2013, at 01:42 PM by 128.122.49.53 -

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\\

June 16, 2013, at 01:42 PM by 128.122.49.53 -

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Address: ~~[[PmWiki/Directions|Directions]]~~\\

to:

Address:\\

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[[PmWiki/Directions|Directions]]

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\\
\\

June 16, 2013, at 01:41 PM by 128.122.49.53 -

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Address:\\

to:

Address: [[PmWiki/Directions|Directions]]\\

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~~[[http://www.nyu.edu|Directions]]\\~~

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to:

June 16, 2013, at 01:39 PM by 128.122.49.53 -

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Address:\\
Room 1226, 715 Broadway,\\
New York, NY 10003, USA.\\

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http://cs.nyu.edu/~~~fergus~~/~~email2~~.~~png\\~~

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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Address:\\
Room 1226, 715 Broadway,\\
New York, NY 10003, USA.\\

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[[http://www.nyu.edu|Directions]]\\

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http://cs.nyu.edu/~fergus/email2.png\\

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to:

\\
\\
\\

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March 11, 2013, at 11:40 PM by 108.27.213.142 -

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B. R. Oppenheimer et al., arXiv ~~1301~~.~~3357~~, 2013\\

to:

B. R. Oppenheimer et al., arXiv 1303.2627, 2013\\

March 11, 2013, at 11:40 PM by 108.27.213.142 -

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

!!Reconnaissance of the HR 8799 Exosolar System I: Near IR Spectroscopy, B. R. Oppenheimer et al., arXiv 1301.3357, 2013\\

to:

%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., arXiv 1301.3357, 2013\\

March 11, 2013, at 11:39 PM by 108.27.213.142 -

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!!Differentiable Pooling for Hierarchical Feature Learning
Matt Zeiler and Rob Fergus, Tech Report 2012\\
[[http://www.~~matthewzeiler~~.~~com/pubs/arxive2012/arxive2012~~.~~pdf|PDF]]~~[[<<]]

to:

!!Reconnaissance of the HR 8799 Exosolar System I: Near IR Spectroscopy, B. R. Oppenheimer et al., arXiv 1301.3357, 2013\\
[[http://arxiv.org/pdf/1303.2627v1|PDF]][[<<]]

%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, arXiv 1301.3357, 2013\\
[[http://arxiv.org/pdf/1301.3557|PDF]][[<<]]

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\\

December 29, 2012, at 03:40 AM by 124.8.6.250 -

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\\

December 29, 2012, at 03:39 AM by 124.8.6.250 -

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%block rframe %http://cs.nyu.edu/~fergus/rob3.png%%

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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.]]

September 02, 2012, at 12:38 AM by 100.2.113.62 -

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%block rframe %http://cs.nyu.edu/~fergus/~~rob2v1~~.png%%

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%block rframe %http://cs.nyu.edu/~fergus/rob2v2.png%%

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%block rframe %http://cs.nyu.edu/~fergus/~~IMG~~_~~81151_200~~.~~jpg~~%%

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%block rframe %http://cs.nyu.edu/~fergus/rob2_small200.png%%

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[[|PDF]] | [[http://cs.nyu.edu/~silberman/site/?page_id=27|NYU Depth Dataset v2.0]]

to:

[[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]]

August 28, 2012, at 10:55 AM by 128.122.47.241 -

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!!Indoor ~~Scene~~ Segmentation using a Structured Light Sensor
Nathan Silberman ~~and Rob Fergus~~, ~~3DRR Workshop, ICCV 2011~~\\
[[http://cs.nyu.edu/~silberman/~~papers~~/~~indoor~~_~~seg_struct_light.pdf~~|~~PDF]] | [[http://cs~~.~~nyu.edu/~silberman/site/?page_id=27|NYU Depth Dataset~~]]

to:

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

June 30, 2012, at 03:21 PM by 74.108.1.100 -

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!!Differentiable Pooling for \\Hierarchical Feature Learning

to:

!!Differentiable Pooling for Hierarchical Feature Learning

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[[http://www.matthewzeiler.com/pubs/arxive2012/arxive2012.pdf|PDF]] | [[<<]]

to:

[[http://www.matthewzeiler.com/pubs/arxive2012/arxive2012.pdf|PDF]][[<<]]

June 30, 2012, at 03:21 PM by 74.108.1.100 -

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!!Differentiable Pooling for Hierarchical Feature Learning

to:

!!Differentiable Pooling for \\Hierarchical Feature Learning

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[[http://www.matthewzeiler.com/pubs/arxive2012/arxive2012.~~pdfPDF~~]] | [[<<]]

to:

[[http://www.matthewzeiler.com/pubs/arxive2012/arxive2012.pdf|PDF]] | [[<<]]

June 30, 2012, at 03:17 PM by 74.108.1.100 -

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

!!Differentiable Pooling for Hierarchical Feature Learning
Matt Zeiler and Rob Fergus, Tech Report 2012\\
[[http://www.matthewzeiler.com/pubs/arxive2012/arxive2012.pdfPDF]] | [[<<]]

June 17, 2012, at 11:46 AM by 184.185.105.61 -

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Sunday 9:00am-5:30pm, Sunday June 17th, ~~Room 555A~~

to:

Sunday 9:00am-5:30pm, Sunday June 17th, Ballroom D

June 15, 2012, at 03:40 PM by 172.26.14.46 -

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Sunday 9:00am-5:30pm, Sunday June 17th, Room ~~551B~~

to:

Sunday 9:00am-5:30pm, Sunday June 17th, Room 555A

June 14, 2012, at 04:36 PM by 128.122.47.152 -

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! ~~CVPR 2012 Tutorial on Deep Learning Methods for Vision~~

to:

! Deep Learning Methods for Vision
!! CVPR 2012 Tutorial

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(:htmlend:)

to:

(:htmlend:)

June 14, 2012, at 04:28 PM by 128.122.47.152 -

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! Note for prospective PhD students & postdocs:

I am actively looking for people with a vision/machine learning background who are interested in Astronomy applications.

to:

! CVPR 2012 Tutorial on Deep Learning Methods for Vision

Sunday 9:00am-5:30pm, Sunday June 17th, Room 551B

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 ]]

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October 26, 2011, at 10:54 PM by 69.204.255.25 -

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I am actively looking for people with a vision/machine learning background who are interested in ~~working on~~ Astronomy applications.

to:

I am actively looking for people with a vision/machine learning background who are interested in Astronomy applications.

October 24, 2011, at 02:18 AM by 69.204.255.25 -

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! Note for prospective PhD students / postdocs:

to:

! Note for prospective PhD students & postdocs:

October 24, 2011, at 02:17 AM by 69.204.255.25 -

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! Note for prospective PhD students

~~I am actively looking for students who are interested on working on problems relating to Astronomy and Computer Vision~~.

to:

! Note for prospective PhD students / postdocs:

I am actively looking for people with a vision/machine learning background who are interested in working on Astronomy applications.

October 24, 2011, at 02:15 AM by 69.204.255.25 -

October 24, 2011, at 02:14 AM by 69.204.255.25 -

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----

! Note for prospective PhD students

I am actively looking for students who are interested on working on problems relating to Astronomy and Computer Vision.

October 12, 2011, at 11:39 PM by 69.204.255.25 -

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[[http://cs.nyu.edu/~silberman/papers/indoor_seg_struct_light.pdf|PDF]] | [[http://cs.nyu.edu/~silberman/site/?page_id=27|NYU ~~Indoor Scene~~ Dataset]]

to:

[[http://cs.nyu.edu/~silberman/papers/indoor_seg_struct_light.pdf|PDF]] | [[http://cs.nyu.edu/~silberman/site/?page_id=27|NYU Depth Dataset]]

September 18, 2011, at 05:31 PM by 69.204.255.25 -

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[[http://cs.nyu.edu/~silberman/papers/indoor_seg_struct_light.pdf|PDF]] | [[http://cs.nyu.edu/~silberman/site/?page_id=27|~~Project Page~~]]

to:

[[http://cs.nyu.edu/~silberman/papers/indoor_seg_struct_light.pdf|PDF]] | [[http://cs.nyu.edu/~silberman/site/?page_id=27|NYU Indoor Scene Dataset]]

September 15, 2011, at 02:06 PM by 172.26.13.166 -

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[[http://cs.nyu.edu/~dilip/~~wordpress~~/papers/priors_cvpr11.pdf|PDF]] |
[[http://cs.nyu.edu/~dilip/~~wordpress~~/~~?page_id=159~~|Project Page]]

to:

[[http://cs.nyu.edu/~dilip/research/papers/priors_cvpr11.pdf|PDF]] |
[[http://cs.nyu.edu/~dilip/research/blind-deconvolution/|Project Page]]

September 01, 2011, at 10:19 PM by 128.122.47.62 -

September 01, 2011, at 10:17 PM by 69.204.255.25 -

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September 01, 2011, at 10:12 PM by 69.204.255.25 -

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

!!Indoor Scene Segmentation using a Structured Light Sensor
Nathan Silberman and Rob Fergus, 3DRR Workshop, ICCV 2011\\
[[http://cs.nyu.edu/~silberman/papers/indoor_seg_struct_light.pdf|PDF]] | [[http://cs.nyu.edu/~silberman/site/?page_id=27|Project Page]]
[[<<]]

July 08, 2011, at 07:11 PM by 62.56.59.61 -

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Matt Zeiler, Graham Taylor and Rob Fergus, ICCV ~~2011~~

to:

Matt Zeiler, Graham Taylor and Rob Fergus, ICCV 2011\\

July 08, 2011, at 07:10 PM by 62.56.59.61 -

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Graham Taylor, Ian Spiro, Christoph Bregler, and Rob Fergus, \\

to:

Graham Taylor, Ian Spiro, Christoph Bregler and Rob Fergus \\

July 08, 2011, at 07:10 PM by 62.56.59.61 -

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Matt Zeiler, Graham Taylor and Rob Fergus, ICCV 2011\\ [[http://www.matthewzeiler.com/pubs/iccv2011/iccv2011.pdf|PDF]] | [[http://www.matthewzeiler.com/|Project Page]]

to:

Matt Zeiler, Graham Taylor and Rob Fergus, ICCV 2011

[[http://www.matthewzeiler.com/pubs/iccv2011/iccv2011.pdf|PDF]] | [[http://www.matthewzeiler.com/|Project Page]]

July 08, 2011, at 07:09 PM by 62.56.59.61 -

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Matt Zeiler, Graham Taylor and Rob Fergus, ICCV 2011.\\ [[http://www.matthewzeiler.com/pubs/iccv2011/iccv2011.pdf|PDF]] | [[http://www.matthewzeiler.com/|Project Page]]

to:

Matt Zeiler, Graham Taylor and Rob Fergus, ICCV 2011\\ [[http://www.matthewzeiler.com/pubs/iccv2011/iccv2011.pdf|PDF]] | [[http://www.matthewzeiler.com/|Project Page]]

July 08, 2011, at 07:06 PM by 62.56.59.61 -

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Matt Zeiler, Graham Taylor and Rob Fergus, ICCV 2011. \\ [[http://www.matthewzeiler.com/pubs/iccv2011/iccv2011.pdf|PDF]] | [[http://www.matthewzeiler.com/|Project Page]]

to:

Matt Zeiler, Graham Taylor and Rob Fergus, ICCV 2011.\\ [[http://www.matthewzeiler.com/pubs/iccv2011/iccv2011.pdf|PDF]] | [[http://www.matthewzeiler.com/|Project Page]]

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July 08, 2011, at 07:05 PM by 62.56.59.61 -

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!!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/deconv2.png%%\\

May 14, 2011, at 04:57 PM by 128.122.47.62 -

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CVPR 2011. [[http://www.cs.nyu.edu/~gwtaylor/publications/cvpr2011/0969.pdf|PDF]]| [[http://movement.nyu.edu/imitation|Project Page]]

to:

CVPR 2011. [[http://www.cs.nyu.edu/~gwtaylor/publications/cvpr2011/0969.pdf|PDF]] | [[http://movement.nyu.edu/imitation|Project Page]]

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[[http://cs.nyu.edu/~dilip/wordpress/papers/priors_cvpr11.pdf|PDF]]

to:

[[http://cs.nyu.edu/~dilip/wordpress/papers/priors_cvpr11.pdf|PDF]] |

May 14, 2011, at 04:56 PM by 128.122.47.62 -

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CVPR 2011. [[http://www.cs.nyu.edu/~gwtaylor/publications/cvpr2011/0969.pdf|PDF]]| [[http://~~www~~.~~cs.~~nyu.edu/~~~gwtaylor/publications/cvpr2011/0969-supp.pdf~~|~~Supp. material~~]]

to:

CVPR 2011. [[http://www.cs.nyu.edu/~gwtaylor/publications/cvpr2011/0969.pdf|PDF]]| [[http://movement.nyu.edu/imitation|Project Page]]

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[[http://cs.nyu.edu/~dilip/wordpress/?page_id=159|Project Page]]

April 12, 2011, at 03:07 PM by 128.122.47.152 -

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[[http://cs.nyu.edu/~dilip/wordpress/papers/priors_cvpr11.pdf|PDF]] |

to:

[[http://cs.nyu.edu/~dilip/wordpress/papers/priors_cvpr11.pdf|PDF]]

April 12, 2011, at 03:05 PM by 128.122.47.152 -

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

!!Semi-supervised Learning in Gigantic Image Collections
Rob Fergus, ~~Yair Weiss~~ and ~~Antonio Torralba~~, ~~NIPS 2009.~~\\
[[http://cs.nyu.edu/~~~fergus~~/papers/~~fwt~~_~~ssl~~.pdf|PDF]] | [[http://cs.nyu.edu/~fergus/code/ssl_eigenfunction.zip|Code]] | [[http://cs.nyu.edu/~fergus/presentations/ssl_nips3.ppt|PPT]] |
[[http://people.csail.mit.edu/torralba/tinyimages/|Live Demo on 10^8 images]]

to:

%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/wordpress/papers/priors_cvpr11.pdf|PDF]] |

April 12, 2011, at 03:02 PM by 128.122.47.152 -

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CVPR 2011. [http://www.cs.nyu.edu/~gwtaylor/publications/cvpr2011/0969.pdf|PDF]]| [http://www.cs.nyu.edu/~gwtaylor/publications/cvpr2011/0969-supp.pdf|Supp. material]]

to:

CVPR 2011. [[http://www.cs.nyu.edu/~gwtaylor/publications/cvpr2011/0969.pdf|PDF]]| [[http://www.cs.nyu.edu/~gwtaylor/publications/cvpr2011/0969-supp.pdf|Supp. material]]

April 12, 2011, at 03:01 PM by 128.122.47.152 -

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Graham Taylor, Ian Spiro, Christoph Bregler, and Rob Fergus,
~~CVPR~~ 2011.
[http://www.cs.nyu.edu/~gwtaylor/publications/cvpr2011/0969.pdf|PDF]]|[[http://www.cs.nyu.edu/~gwtaylor/publications/cvpr2011/0969-supp.pdf|Supp. material]]

to:

Graham Taylor, Ian Spiro, Christoph Bregler, and Rob Fergus, \\
CVPR 2011. [http://www.cs.nyu.edu/~gwtaylor/publications/cvpr2011/0969.pdf|PDF]]| [http://www.cs.nyu.edu/~gwtaylor/publications/cvpr2011/0969-supp.pdf|Supp. material]]

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CVPR 2011. [http://www.cs.nyu.edu/~gwtaylor/publications/cvpr2011/0969.pdf|PDF]]|[[http://www.cs.nyu.edu/~gwtaylor/publications/cvpr2011/0969-supp.pdf|Supp. material]]

to:

CVPR 2011.
[http://www.cs.nyu.edu/~gwtaylor/publications/cvpr2011/0969.pdf|PDF]]|[[http://www.cs.nyu.edu/~gwtaylor/publications/cvpr2011/0969-supp.pdf|Supp. material]]

April 12, 2011, at 03:00 PM by 128.122.47.152 -

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Graham Taylor, Ian Spiro, Christoph Bregler, and Rob Fergus, CVPR 2011.
[[http://www.cs.nyu.edu/~gwtaylor/publications/cvpr2011/0969.pdf|PDF]] | [[http://www.cs.nyu.edu/~gwtaylor/publications/cvpr2011/0969-supp.pdf|Supp. material]]

to:

Graham Taylor, Ian Spiro, Christoph Bregler, and Rob Fergus,
CVPR 2011. [http://www.cs.nyu.edu/~gwtaylor/publications/cvpr2011/0969.pdf|PDF]]|[[http://www.cs.nyu.edu/~gwtaylor/publications/cvpr2011/0969-supp.pdf|Supp. material]]

April 12, 2011, at 02:56 PM by 128.122.47.152 -

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

!!Learning Invarance through ~~Imitation \\~~

to:

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

!!Learning Invarance through Imitation

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

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

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

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

!!Deconvolutional Networks
Matt Zeiler, Dilip Krishnan, ~~Graham Taylor and Rob Fergus~~,\\
CVPR 2010. [[http://www.~~matthewzeiler~~.~~com~~/~~pubs~~/~~cvpr2010~~/~~cvpr2010~~.pdf|PDF]] | [[http://www.~~matthewzeiler~~.~~com~~/|~~Project page~~]]

to:

%block rframe%http://cs.nyu.edu/~fergus/thumbs/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://www.cs.nyu.edu/~gwtaylor/publications/cvpr2011/0969-supp.pdf|Supp. material]]

December 01, 2010, at 11:39 PM by 128.122.47.62 -

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November 27, 2010, at 11:15 PM by 69.204.249.176 -

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April 01, 2010, at 09:24 PM by 69.204.252.172 -

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CVPR 2010. [[http://www.matthewzeiler.com/pubs/cvpr2010/cvpr2010.pdf|PDF]]

to:

CVPR 2010. [[http://www.matthewzeiler.com/pubs/cvpr2010/cvpr2010.pdf|PDF]] | [[http://www.matthewzeiler.com/|Project page]]

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\\

April 01, 2010, at 12:40 PM by 128.122.47.152 -

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\\
\\

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\\

April 01, 2010, at 12:33 PM by 128.122.47.152 -

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Matt Zeiler, Dilip Krishnan, Graham Taylor and Rob Fergus,

to:

Matt Zeiler, Dilip Krishnan, Graham Taylor and Rob Fergus,\\

April 01, 2010, at 12:32 PM by 128.122.47.152 -

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Matt Zeiler, Dilip Krishnan, Graham Taylor and Rob Fergus,\\ CVPR 2010. [[http://www.matthewzeiler.com/pubs/cvpr2010/cvpr2010.pdf|PDF]]

to:

Matt Zeiler, Dilip Krishnan, Graham Taylor and Rob Fergus,
CVPR 2010. [[http://www.matthewzeiler.com/pubs/cvpr2010/cvpr2010.pdf|PDF]]

April 01, 2010, at 12:31 PM by 128.122.47.152 -

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Matt Zeiler, Dilip Krishnan, Graham Taylor and Rob Fergus, CVPR 2010. \\
[[http://www.matthewzeiler.com/pubs/cvpr2010/cvpr2010.pdf|PDF]] |

to:

Matt Zeiler, Dilip Krishnan, Graham Taylor and Rob Fergus,\\ CVPR 2010. [[http://www.matthewzeiler.com/pubs/cvpr2010/cvpr2010.pdf|PDF]]

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!!Deconvolutional Networks
Matt Zeiler, Dilip Krishnan, Graham Taylor and Rob Fergus, CVPR 2010. \\
[[http://www.matthewzeiler.com/pubs/cvpr2010/cvpr2010.pdf|PDF]] |

[[<<]]

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!!Fast Image Deconvolution using Hyper-Laplacian Priors
Dilip Krishnan and Rob Fergus, NIPS 2009. \\
[[http://cs.nyu.edu/~dilip/wordpress/papers/fid_nips09.pdf|PDF]] | [[http://cs.nyu.edu/~dilip/wordpress/code/fastdeconv.tgz|Code]] | [[http://cs.nyu.edu/~dilip/wordpress/?page_id=122|Project page]]

[[<<]]

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!!Assistant Professor,\\

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!!Assistant Professor\\

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[[http://www.nyu.edu|New York University.]]\\

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[[http://www.nyu.edu|New York University]]\\

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(:html:)

<p align="right">
<script type="text/javascript"
src="http://s27.sitemeter.com/js/counter.js?site=s27robfergus">
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<noscript>
<a href="http://s27.sitemeter.com/stats.asp?site=s27robfergus"
target="_top">
<img src="http://s27.sitemeter.com/meter.asp?site=s27robfergus"
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(:htmlend:)

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\\

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!!!Assistant Professor,\\

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!!Assistant Professor,\\

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~~\\\~~

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Assistant Professor,\\

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!!!Assistant Professor,\\

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!Assistant Professor,\\

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Assistant Professor,\\

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!~~Rob Fergus~~

Assistant Professor,\\

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!Assistant Professor,\\

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\\

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!!Dark Flash Photography

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

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!!Removing Camera Shake From A Single Photograph

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[[http://cs.nyu.edu/~dilip/wordpress/papers/fid_nips09.pdf|PDF]] | [[http://cs.nyu.edu/~dilip/wordpress/code/fastdeconv.tgz|Code]] | [[http://cs.nyu.edu/~dilip/wordpress/?page_id=122|Project page]]

[[<<]]

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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)]]

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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)]] |

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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]]

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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]]

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[[http://cs.nyu.edu/~fergus/papers/deblur_fergus.pdf|PDF]] [[http://cs.nyu.edu/~fergus/presentations/fergus_deblurring.pdf|~~Slides~~]] [[http://cs.nyu.edu/~fergus/research/deblur.html|Project page]]

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[[http://cs.nyu.edu/~fergus/papers/fwt_ssl.pdf|PDF]] [[http://cs.nyu.edu/~fergus/code/ssl_eigenfunction.zip|Code]] [[http://cs.nyu.edu/~fergus/presentations/ssl_nips.ppt|PPT]]
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[[http://cs.nyu.edu/~fergus/papers/fwt_ssl.pdf|PDF]] [[http://cs.nyu.edu/~fergus/code/ssl_eigenfunction.zip|Code]] [[http://cs.nyu.edu/~fergus/presentations/ssl_nips.ppt|PPT]]\\

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[[http://cs.nyu.edu/~fergus/papers/fwt_ssl.pdf|PDF]] [[http://cs.nyu.edu/~fergus/code/ssl_eigenfunction.zip|Code]] [[http://cs.nyu.edu/~fergus/presentations/ssl_nips.ppt|PPT]]

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\\

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!!!Semi-supervised Learning in Gigantic Image Collections

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!!Semi-supervised Learning in Gigantic Image Collections

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\\

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!!Fast Image Deconvolution using Hyper-Laplacian Priors

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[[<<]]

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\\

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%%

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!!!Semi-supervised Learning in Gigantic Image Collections\\
[=Rob Fergus, Yair Weiss and Antonio Torralba, NIPS 2009.\\
[[http://cs.nyu.edu/~fergus/papers/fwt_ssl.pdf|PDF]] [[http://cs.nyu.edu/~fergus/code/ssl_eigenfunction.zip|Code]] [[http://cs.nyu.edu/~fergus/presentations/ssl_nips.ppt|PPT]]=]\\

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!!!Semi-supervised Learning in Gigantic Image Collections
Rob Fergus, Yair Weiss and Antonio Torralba, NIPS 2009.\\
[[http://cs.nyu.edu/~fergus/papers/fwt_ssl.pdf|PDF]] [[http://cs.nyu.edu/~fergus/code/ssl_eigenfunction.zip|Code]] [[http://cs.nyu.edu/~fergus/presentations/ssl_nips.ppt|PPT]]\\

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%%

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http://cs.nyu.edu/~fergus/hyperlap.png\\
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Rob Fergus, Yair Weiss and Antonio Torralba, NIPS 2009.\\
[[http://cs.nyu.edu/~fergus/papers/fwt_ssl.pdf|PDF]] [[http://cs.nyu.edu/~fergus/code/ssl_eigenfunction.zip|Code]] [[http://cs.nyu.edu/~fergus/presentations/ssl_nips.ppt|PPT]]\\

to:

[=Rob Fergus, Yair Weiss and Antonio Torralba, NIPS 2009.\\
[[http://cs.nyu.edu/~fergus/papers/fwt_ssl.pdf|PDF]] [[http://cs.nyu.edu/~fergus/code/ssl_eigenfunction.zip|Code]] [[http://cs.nyu.edu/~fergus/presentations/ssl_nips.ppt|PPT]]=]\\

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!!!Semi-supervised Learning in Gigantic Image Collections\\
Rob Fergus, Yair Weiss and Antonio Torralba, NIPS 2009.\\
[[http://cs.nyu.edu/~fergus/papers/fwt_ssl.pdf|PDF]] [[http://cs.nyu.edu/~fergus/code/ssl_eigenfunction.zip|Code]] [[http://cs.nyu.edu/~fergus/presentations/ssl_nips.ppt|PPT]]\\

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%block rframe %http://cs.nyu.edu/~fergus/hyperlap.png%%
!!!Fast Image Deconvolution using Hyper-Laplacian Priors

Dilip Krishnan and Rob Fergus, NIPS 2009. \\
[[http://cs.nyu.edu/~dilip/wordpress/papers/fid_nips09.pdf|PDF]] [[http://cs.nyu.edu/~dilip/wordpress/code/fastdeconv.tgz|Code]] [[http://cs.nyu.edu/~dilip/wordpress/?page_id=122|Project page]]

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%%

\\
\\

!!!Semi-supervised Learning in Gigantic Image Collections\\
Rob Fergus, Yair Weiss and Antonio Torralba, NIPS 2009.\\
[[http://cs.nyu.edu/~fergus/papers/fwt_ssl.pdf|PDF]] [[http://cs.nyu.edu/~fergus/code/ssl_eigenfunction.zip|Code]] [[http://cs.nyu.edu/~fergus/presentations/ssl_nips.ppt|PPT]]\\

\\
\\
!!!Fast Image Deconvolution using Hyper-Laplacian Priors

Dilip Krishnan and Rob Fergus, NIPS 2009. \\
[[http://cs.nyu.edu/~dilip/wordpress/papers/fid_nips09.pdf|PDF]] [[http://cs.nyu.edu/~dilip/wordpress/code/fastdeconv.tgz|Code]] [[http://cs.nyu.edu/~dilip/wordpress/?page_id=122|Project page]]
\\
\\

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!!!Semi-supervised Learning in Gigantic Image Collections\\

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!!!Semi-supervised Learning in Gigantic Image Collections[[<<]]

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\\

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Rob Fergus, Yair Weiss and Antonio Torralba, NIPS 2009. [[http://cs.nyu.edu/~fergus/papers/fwt_ssl.pdf|PDF]] [[http://cs.nyu.edu/~fergus/code/ssl_eigenfunction.zip|Code]] [[http://cs.nyu.edu/~fergus/presentations/ssl_nips.ppt|PPT]]\\

to:

Rob Fergus, Yair Weiss and Antonio Torralba, NIPS 2009.\\
[[http://cs.nyu.edu/~fergus/papers/fwt_ssl.pdf|PDF]] [[http://cs.nyu.edu/~fergus/code/ssl_eigenfunction.zip|Code]] [[http://cs.nyu.edu/~fergus/presentations/ssl_nips.ppt|PPT]]\\

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\\
\\
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Dilip Krishnan and Rob Fergus, NIPS 2009. [[http://cs.nyu.edu/~dilip/wordpress/papers/fid_nips09.pdf|PDF]] [[http://cs.nyu.edu/~dilip/wordpress/code/fastdeconv.tgz|Code]] [[http://cs.nyu.edu/~dilip/wordpress/?page_id=122|Project page]]

to:

Dilip Krishnan and Rob Fergus, NIPS 2009. \\
[[http://cs.nyu.edu/~dilip/wordpress/papers/fid_nips09.pdf|PDF]] [[http://cs.nyu.edu/~dilip/wordpress/code/fastdeconv.tgz|Code]] [[http://cs.nyu.edu/~dilip/wordpress/?page_id=122|Project page]]
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!!!Semi-supervised Learning in Gigantic Image Collections

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!!!Fast Image Deconvolution using Hyper-Laplacian Priors

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!!!Dark Flash Photography

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

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

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!!!Removing Camera Shake From A Single Photograph

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Fast Image Deconvolution using Hyper-Laplacian Priors
Dilip Krishnan and Rob Fergus, NIPS 2009. PDF Code ~~Project~~ page

Dark Flash Photography
Dilip Krishnan and Rob Fergus,

to:

!!!Fast Image Deconvolution using Hyper-Laplacian Priors\\
Dilip Krishnan and Rob Fergus, NIPS 2009. [[http://cs.nyu.edu/~dilip/wordpress/papers/fid_nips09.pdf|PDF]] [[http://cs.nyu.edu/~dilip/wordpress/code/fastdeconv.tgz|Code]] [[http://cs.nyu.edu/~dilip/wordpress/?page_id=122|Project page]]

!!!Dark Flash Photography\\
Dilip Krishnan and Rob Fergus,\\

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High res PDF (73Mb)
~~Low res PDF (5~~.1Mb)
Project page

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. PDF Bib Project page~~

to:

[[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]]

!!!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]]

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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). PDF Slides Project page

to:

!!!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|Slides]] [[http://cs.nyu.edu/~fergus/research/deblur.html|Project page]]

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\\

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!!!Semi-supervised Learning in Gigantic Image Collections

Rob Fergus, Yair Weiss and Antonio Torralba, NIPS 2009. [[http://cs.nyu.edu/~fergus/~~papers~~/~~fwt_ssl~~.~~pdf|PDF]] [[http:~~//cs.~~nyu.edu/~fergus/code/ssl_eigenfunction.zip|Code]]~~ [[http://cs.nyu.edu/~fergus/~~presentations~~/ssl~~_nips~~.~~ppt~~|~~PPT~~]]

to:

%block rframe %http://cs.nyu.edu/~fergus/http://cs.nyu.edu/~fergus/ssl.png%%

!!!Semi-supervised Learning in Gigantic Image Collections\\

Rob Fergus, Yair Weiss and Antonio Torralba, NIPS 2009. [[http://cs.nyu.edu/~fergus/papers/fwt_ssl.pdf|PDF]] [[http://cs.nyu.edu/~fergus/code/ssl_eigenfunction.zip|Code]] [[http://cs.nyu.edu/~fergus/presentations/ssl_nips.ppt|PPT]]\\

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----

!Research Overview

My research is in the areas of Computer Vision, Machine Learning and Computer Graphics. I am interested in building statistical models of images both at the high level of objects and scenes and also at the low level of pixels and edges. These models may then be deployed in a variety of problems. Those of particular interest include: object recognition, image search and computational photography.

----

!Selected Projects

!!!Semi-supervised Learning in Gigantic Image Collections

Rob Fergus, Yair Weiss and Antonio Torralba, NIPS 2009. [[http://cs.nyu.edu/~fergus/papers/fwt_ssl.pdf|PDF]] [[http://cs.nyu.edu/~fergus/code/ssl_eigenfunction.zip|Code]] [[http://cs.nyu.edu/~fergus/presentations/ssl_nips.ppt|PPT]]

Fast Image Deconvolution using Hyper-Laplacian Priors
Dilip Krishnan and Rob Fergus, NIPS 2009. PDF Code Project page

Dark Flash Photography
Dilip Krishnan and Rob Fergus,
ACM Trans. on Graphics (Proc. SIGGRAPH 2009).
High res PDF (73Mb)
Low res PDF (5.1Mb)
Project page

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. PDF Bib Project page

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). PDF Slides Project page

December 17, 2009, at 06:45 PM by 128.122.47.59 -

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\\
Tel: Email me\\

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Assistant Professor,\\\

to:

Assistant Professor,\\

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@@Room 1226, 715 Broadway,@@\\
@@New York, NY 10003, USA.@@\\

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Address:\\
Room 1226, 715 Broadway,\\
New York, NY 10003, USA.\\

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Vision, Learning and Graphics group,\\
~~Dept~~. of Computer Science,\\
Courant Institute of Mathematical Sciences,\\
New York University.\\

to:

[[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.]]\\

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~~Address:\\~~

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~~Assistant~~ Professor,\\

to:

!Rob Fergus

Assistant Professor,\\\

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~~Office~~: @@Room 1226, 715 Broadway,@@\\
@@New York, NY 10003, USA.@@\\

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Address:\\
@@Room 1226, 715 Broadway,@@\\
@@New York, NY 10003, USA.@@\\

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~~{$x^2 $}\\~~

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Assistant Professor,
Vision, Learning and Graphics group,
Dept. of Computer Science,
~~Courant~~ Institute of Mathematical Sciences,
New York University.

Office: @@Room 1226, 715 Broadway,@@
@@New York, NY 10003, USA.@@

Tel: Email me

{$ x^2 $}
Email: http://cs.nyu.edu/~fergus/email2.~~bmp~~

to:

Assistant Professor,\\
Vision, Learning and Graphics group,\\
Dept. of Computer Science,\\
Courant Institute of Mathematical Sciences,\\
New York University.\\
\\\
Office: @@Room 1226, 715 Broadway,@@\\
@@New York, NY 10003, USA.@@\\
\\
Tel: Email me\\
\\
{$x^2 $}\\
Email: http://cs.nyu.edu/~fergus/email2.bmp\\

December 17, 2009, at 05:49 PM by 128.122.47.59 -

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December 17, 2009, at 05:48 PM by 128.122.47.59 -

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%rframe~~% %~~width=150px% http://cs.nyu.edu/~fergus/IMG_81151.jpg ~~| Rob Fergus~~

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December 01, 2009, at 01:29 PM by 128.122.47.59 -

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November 29, 2009, at 08:06 PM by 128.122.47.59 -

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%rframe% %width=150px% http://cs.nyu.edu/~fergus/IMG_81151.jpg | Rob Fergus

November 29, 2009, at 08:05 PM by 128.122.47.59 -

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||Assistant Professor, || http://cs.nyu.edu/~fergus/IMG_81151.jpg ||
||Vision, Learning and Graphics group,|| ||
||Dept. of ~~Computer Science~~,|| ||
|| Courant Institute of Mathematical Sciences,|| ||
||New York University.||

to:

%rframe% %width=150px% http://cs.nyu.edu/~fergus/IMG_81151.jpg

Assistant Professor,
Vision, Learning and Graphics group,
Dept. of Computer Science,
Courant Institute of Mathematical Sciences,
New York University.

November 29, 2009, at 07:18 PM by 128.122.47.59 -

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Assistant Professor,
Vision, Learning and Graphics group,
Dept. of Computer Science,
Courant Institute of Mathematical Sciences,
New York University.

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|| class=firstrow border = 1 width=80% rules=rows frame=hsides

||Assistant Professor, || http://cs.nyu.edu/~fergus/IMG_81151.jpg ||
||Vision, Learning and Graphics group,|| ||
||Dept. of Computer Science,|| ||
|| Courant Institute of Mathematical Sciences,|| ||
||New York University.||

November 29, 2009, at 07:12 PM by 128.122.47.59 -

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Welcome to PmWiki!

A local copy of PmWiki's
documentation has been installed along with the software,
and is available via the [[PmWiki/documentation index]].

~~To continue setting up PmWiki~~, ~~see [[PmWiki/initial setup tasks]]~~.

The [[PmWiki/basic editing]] page describes how to create pages
in PmWiki. ~~You can practice editing in the [[wiki sandbox]]~~.

~~More information about PmWiki is available from http:~~//~~www~~.~~pmwiki.org .~~

to:

Assistant Professor,
Vision, Learning and Graphics group,
Dept. of Computer Science,
Courant Institute of Mathematical Sciences,
New York University.

Office: @@Room 1226, 715 Broadway,@@
@@New York, NY 10003, USA.@@

Tel: Email me

Email: http://cs.nyu.edu/~fergus/email2.bmp

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