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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\\
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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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 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 -
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http://chicagorehab.net/userinfo.php?uid=465922 15 min payday loans no credit check
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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]]
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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:
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March 30, 2014, at 02:26 AM 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]]\\
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 @]
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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 -
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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 05:15 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 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
\\
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 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....

-----

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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). 
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[[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]][[<<]]
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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). 

----

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 -
Added lines 44-48:
----

! 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]]\\
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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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\\
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]]
\\
Deleted lines 12-13:
\\
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.]]
Deleted line 9:
\\
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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
June 16, 2013, at 06:37 PM by 128.122.49.53 -
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\\
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\\
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\\
June 16, 2013, at 06:22 PM by 128.122.49.53 -
June 16, 2013, at 06:22 PM by 128.122.49.53 -
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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.
Added lines 29-30:

\\
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\\
June 16, 2013, at 01:56 PM by 128.122.49.53 -
Changed lines 60-61 from:
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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[[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:
[[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]]
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:
\\
\\
\\

Deleted line 124:
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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\\
Added line 15:
\\
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%block rframe %http://cs.nyu.edu/~fergus/rob4.png%%
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October 31, 2012, at 05:02 PM by 128.122.47.152 -
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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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%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]]
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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]]
Changed lines 54-55 from:
[[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]]
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%block rframe%http://cs.nyu.edu/~fergus/thumb/deconv2.png%%\\
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%block rframe%http://cs.nyu.edu/~fergus/thumb/depth_indoor.png%%\\
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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 -
Changed lines 32-34 from:
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 -
Changed line 32 from:
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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%block rframe%http://cs.nyu.edu/~fergus/thumb/imitate.png%%\\

to:
%block rframe%http://cs.nyu.edu/~fergus/thumb/deconv2.png%%\\
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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 -
Changed lines 33-34 from:
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]]
Changed line 41 from:
[[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 -
Changed lines 33-34 from:
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]]
Changed line 42 from:
to:
[[http://cs.nyu.edu/~dilip/wordpress/?page_id=159|Project Page]]
April 12, 2011, at 03:07 PM by 128.122.47.152 -
Changed lines 41-42 from:
[[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 -
Changed lines 37-43 from:
%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 -
Changed line 33 from:
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 -
Changed lines 32-34 from:
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 03:01 PM by 128.122.47.152 -
Changed lines 33-34 from:
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 -
Changed lines 32-33 from:
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/ssl.png%%\\
to:
%block rframe%http://cs.nyu.edu/~fergus/thumb/ssl.png%%\\
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%block rframe%http://cs.nyu.edu/~fergus/dark2.jpg%%\\
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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/tinyimages.jpg%%\\
to:
%block rframe%http://cs.nyu.edu/~fergus/thumb/tinyimages.jpg%%\\
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%block rframe%http://cs.nyu.edu/~fergus/deblur-tn.png%%\\
to:
%block rframe%http://cs.nyu.edu/~fergus/thumb/deblur-tn.png%%\\
April 12, 2011, at 02:54 PM by 128.122.47.152 -
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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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[[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/research/deblur.html|Project page]]
to:
[[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]]
November 27, 2010, at 11:15 PM by 69.204.249.176 -
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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_nips2.ppt|PPT]] |
to:
[[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]] |
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]]
April 01, 2010, at 12:46 PM by 128.122.47.152 -
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%block rframe%http://cs.nyu.edu/~fergus/dark2.jpg%%\\
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\\
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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]]
April 01, 2010, at 12:31 PM by 128.122.47.152 -
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\\
to:


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

[[<<]]

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

[[<<]]

%block rframe%http://cs.nyu.edu/~fergus/dark2.jpg%%\\
February 18, 2010, at 02:38 PM by 128.122.47.152 -
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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_nips2.ppt|PPT]] |
to:
[[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_nips2.ppt|PPT]] |
February 16, 2010, at 02:02 AM by 69.204.252.172 -
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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]] |
to:
[[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_nips2.ppt|PPT]] |
February 10, 2010, at 09:20 PM by 69.204.252.172 -
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!!Assistant Professor,\\
to:
!!Assistant Professor\\
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[[http://www.nyu.edu|New York University.]]\\
to:
[[http://www.nyu.edu|New York University]]\\
February 09, 2010, at 01:57 PM by 128.122.47.152 -
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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]]
to:
[[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]] |
[[http://people.csail.mit.edu/torralba/tinyimages/|Live Demo on 10^8 images
]]
February 09, 2010, at 01:19 AM by 128.122.47.59 -
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(:html:)
<!-- Site Meter -->
<p align="right">
<script type="text/javascript"
src="http://s27.sitemeter.com/js/counter.js?site=s27robfergus">
</script>
<noscript>
<a href="http://s27.sitemeter.com/stats.asp?site=s27robfergus"
target="_top">
<img src="http://s27.sitemeter.com/meter.asp?site=s27robfergus"
alt="Site Meter" border="0"/></a></noscript>
(:htmlend:)

February 09, 2010, at 12:52 AM by 69.204.252.172 -
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February 09, 2010, at 12:52 AM by 69.204.252.172 -
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\\
December 17, 2009, at 11:08 PM by 74.73.159.145 -
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!!!Assistant Professor,\\
to:
!!Assistant Professor,\\
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\\\
to:

December 17, 2009, at 11:08 PM by 74.73.159.145 -
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Assistant Professor,\\
to:
!!!Assistant Professor,\\
December 17, 2009, at 10:31 PM by 128.122.47.59 -
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!Assistant Professor,\\
to:
Assistant Professor,\\
December 17, 2009, at 10:31 PM by 128.122.47.59 -
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!Rob Fergus

Assistant Professor,\\
to:
!Assistant Professor,\\
December 17, 2009, at 08:56 PM by 128.122.47.59 -
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\\
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%block rframe%http://cs.nyu.edu/~fergus/dark.jpg%%\\
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%block rframe%http://cs.nyu.edu/~fergus/dark2.jpg%%\\
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!!!Dark Flash Photography
to:
!!Dark Flash Photography
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%block rframe%http://cs.nyu.edu/~fergus/dark.jpg%%\\

!!!80 million tiny images: a large dataset for non-parametric object and scene recognition
to:
%block rframe%http://cs.nyu.edu/~fergus/tinyimages.jpg%%\\

!!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
to:
!!Removing Camera Shake From A Single Photograph
December 17, 2009, at 08:42 PM by 128.122.47.59 -
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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]]
\\
\\
to:
[[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]]

[[<<]]

%block rframe%http://cs.nyu.edu/~fergus/dark.jpg%%
\\
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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)]]
to:
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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[[<<]]

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

Changed lines 62-66 from:
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]]
to:
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/deblur-tn.gif%%\\
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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]]
to:
[[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/research/deblur.html|Project page]]
December 17, 2009, at 08:36 PM by 128.122.47.59 -
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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]]
\\
to:
[[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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December 17, 2009, at 08:35 PM by 128.122.47.59 -
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December 17, 2009, at 08:34 PM by 128.122.47.59 -
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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]]\\
to:
[[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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\\
December 17, 2009, at 08:34 PM by 128.122.47.59 -
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!!!Semi-supervised Learning in Gigantic Image Collections
to:
!!Semi-supervised Learning in Gigantic Image Collections
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\\
to:
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!!!Fast Image Deconvolution using Hyper-Laplacian Priors
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!!Fast Image Deconvolution using Hyper-Laplacian Priors
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[[<<]]
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\\
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%block rframe%http://cs.nyu.edu/~fergus/ssl.png%%
\\

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

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%%

\\
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to:
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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\\
December 17, 2009, at 07:09 PM by 128.122.47.59 -
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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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\\
\\
%block rframe %http://cs.nyu.edu/~fergus/hyperlap.png%%
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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]]
\\
\\

%block rframe %http://cs.nyu.edu/~fergus/dark.jpg%%
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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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!!!Fast Image Deconvolution using Hyper-Laplacian Priors\\
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!!!Fast Image Deconvolution using Hyper-Laplacian Priors
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!!!Dark Flash Photography\\
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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\\
to:
!!!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\\
to:
!!!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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to:
\\
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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]]\\
December 17, 2009, at 06:47 PM by 128.122.47.59 -
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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.@@\\
to:
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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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\\
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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.||
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.
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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.||
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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