Main.HomePage History
Hide minor edits - Show changes to output
Changed line 37 from:
[[https://scholar.google.com/citations?user=GgQ9GEkAAAAJ&hl=en&oi=ao|Google Scholar]] [[https://slots-online-canada.ca/casino-games/|Games]]
to:
[[https://scholar.google.com/citations?user=GgQ9GEkAAAAJ&hl=en&oi=ao|Google Scholar]]
Deleted line 8:
Changed lines 11-12 from:
to:
Changed line 27 from:
I work on machine learning, in particular Deep Learning methods as applied to representation learning and generative models. Application areas include computer vision and generative biology. \\
to:
I work on machine learning, in particular Deep Learning methods as applied to representation learning and generative models. \\
Changed line 9 from:
to:
(:if false:)
Changed line 12 from:
to:
(:ifend:)
Changed lines 10-11 from:
!!Research Director\\
[[https://research.fb.com/blog/category/facebook-ai-research/|Facebook AI Research.]]\\
[[https://
to:
!!Research Scientist\\
[[https://deepmind.com/|DeepMind New York]]\\
[[https://deepmind.com/|DeepMind New York]]\\
Deleted line 20:
Added line 22:
http://cs.nyu.edu/~fergus/email2.png\\
Deleted line 23:
Added lines 25-26:
----
Deleted lines 28-30:
\\
Changed lines 31-32 from:
\\
to:
I work on machine learning, in particular Deep Learning methods as applied to representation learning and generative models. Application areas include computer vision and generative biology. \\
Changed lines 9-10 from:
!!Research Director,
[[https://research.facebook.com/ai|Facebook AI Research]].\\
to:
!!Research Director\\
[[https://research.fb.com/blog/category/facebook-ai-research/|Facebook AI Research.]]\\
Changed lines 9-10 from:
to:
!!Research Director,
[[https://research.facebook.com/ai|Facebook AI Research]].\\
[[https://research.facebook.com/ai|Facebook AI Research]].\\
Changed line 3 from:
!!Professor\\
to:
!!Professor of Computer Science\\
Deleted line 4:
Added line 26:
Added line 33:
Deleted line 26:
Changed lines 32-34 from:
to:
\\
!Research Papers
!Research Papers
Changed lines 36-37 from:
[[https://arxiv.org/search/?searchtype=author&query=Fergus%2C+R|arXiv]]
to:
[[https://arxiv.org/search/?searchtype=author&query=Fergus%2C+R|arXiv]] and
Changed line 10 from:
'''I am also a Research Scientist at [[https://research.facebook.com/ai|Facebook AI Research]].'''\\
to:
'''I am also a Research Director at [[https://research.facebook.com/ai|Facebook AI Research]].'''\\
Deleted line 31:
Changed lines 34-124 from:
!! NIPS 2013 Tutorial [[http://cs.nyu.edu/~fergus/presentations/nips2013_final.pdf|[Slides]]]
-----
! Online Recognition Demo
See our deep convolutional network demo [+[[http://horatio.cs.nyu.edu|here]]+]. This network achieves 16.5% top-5 error on the Imagenet 2012 classification challenge, around 2% better than the network of Krizhevsky et al. (NIPS 2012).
----
!%block red%[@ Latest Work @]
Pre-prints of recent research can be found on arXiv: [[http://arxiv.org/find/all/1/all:+AND+rob+fergus/0/1/0/all/0/1|Link]]
----
!Selected Projects
\\
%block rframe%http://cs.nyu.edu/~fergus/thumb/vis_thumb.png%%\\
!!Visualizing and Understanding Convolutional Networks
Matt Zeiler and Rob Fergus,
ECCV 2014, [[http://cs.nyu.edu/~fergus/papers/zeilerECCV2014.pdf|PDF]][[<<]]
%block rframe%http://cs.nyu.edu/~fergus/thumb/exoplanet2.png%%\\
!!Reconnaissance of the HR 8799 Exosolar System I: Near IR Spectroscopy
B. R. Oppenheimer et al., Astrophysical Journal, March 2013\\
[[http://arxiv.org/pdf/1303.2627v1|PDF]] | [[http://www.amnh.org/our-research/physical-sciences/astrophysics/research/project-1640|Project page]][[<<]]
%block rframe%http://cs.nyu.edu/~fergus/thumb/depth_indoor.png%%\\
!!Indoor Segmentation and Support Inference from RGBD Images
Nathan Silberman, Derek Hoiem, Pushmeet Kolhi and Rob Fergus, ECCV 2012\\
[[http://cs.nyu.edu/~silberman/papers/indoor_seg_support.pdf|PDF]] | [[http://cs.nyu.edu/~silberman/site/?page_id=27|NYU Depth Dataset v2.0]]
[[<<]]
%block rframe%http://cs.nyu.edu/~fergus/thumb/deconv2.png%%\\
!!Adaptive Deconvolutional Networks for Mid and High Level Feature Learning
Matt Zeiler, Graham Taylor and Rob Fergus, ICCV 2011\\
[[http://www.matthewzeiler.com/pubs/iccv2011/iccv2011.pdf|PDF]] | [[http://www.matthewzeiler.com/|Project Page]]
[[<<]]
%block rframe%http://cs.nyu.edu/~fergus/thumb/imitate.png%%\\
!!Learning Invariance through Imitation
Graham Taylor, Ian Spiro, Christoph Bregler and Rob Fergus \\
CVPR 2011. [[http://www.cs.nyu.edu/~gwtaylor/publications/cvpr2011/0969.pdf|PDF]] | [[http://movement.nyu.edu/imitation|Project Page]]
[[<<]]
%block rframe%http://cs.nyu.edu/~fergus/thumb/norm_sparse.png%%\\
!!Blind Deconvolution using a Normalized Sparsity Measure
Dilip Krishnan, Terence Tay and Rob Fergus, CVPR 2011\\
[[http://cs.nyu.edu/~dilip/research/papers/priors_cvpr11.pdf|PDF]] |
[[http://cs.nyu.edu/~dilip/research/blind-deconvolution/|Project Page]]
[[<<]]
%block rframe%http://cs.nyu.edu/~fergus/thumb/dark2.jpg%%\\
!!Dark Flash Photography
Dilip Krishnan and Rob Fergus,\\
ACM Trans. on Graphics (Proc. SIGGRAPH 2009).\\
[[http://cs.nyu.edu/~fergus/papers/dark_flash.pdf|High res PDF (73Mb)]] |
[[http://cs.nyu.edu/~fergus/papers/dark_flash_low.pdf|Low res PDF (5.1Mb)]] |
[[http://cs.nyu.edu/~dilip/wordpress/?page_id=38|Project page]]
[[<<]]
%block rframe%http://cs.nyu.edu/~fergus/thumb/tinyimages.jpg%%\\
!!80 million tiny images: a large dataset for non-parametric object and scene recognition
Antonio Torralba, Rob Fergus and William T. Freeman\\
PAMI, November 2008. [[http://people.csail.mit.edu/torralba/tmp/tiny.pdf|PDF]] | [[http://cs.nyu.edu/~fergus/papers/tiny.bib|Bibtex]] | [[http://people.csail.mit.edu/torralba/tinyimages|Project page]]
[[<<]]
%block rframe%http://cs.nyu.edu/~fergus/thumb/deblur-tn.png%%\\
!!Removing Camera Shake From A Single Photograph
Rob Fergus, Barun Singh, Aaron Hertzmann, Sam T. Roweis and William T. Freeman,\\
ACM Trans. on Graphics (Proc. SIGGRAPH 2006).\\
[[http://cs.nyu.edu/~fergus/papers/deblur_fergus.pdf|PDF]] | [[http://cs.nyu.edu/~fergus/presentations/fergus_deblurring.pdf|PPT]] | [[http://cs.nyu.edu/~fergus/code/deblur_code_1_2.zip|Code]] | [[http://cs.nyu.edu/~fergus/research/deblur.html|Project page]]
to:
!Research papers
My research papers can be found at:
[[https://arxiv.org/search/?searchtype=author&query=Fergus%2C+R|arXiv]]
[[https://scholar.google.com/citations?user=GgQ9GEkAAAAJ&hl=en&oi=ao|Google Scholar]]
My research papers can be found at:
[[https://arxiv.org/search/?searchtype=author&query=Fergus%2C+R|arXiv]]
[[https://scholar.google.com/citations?user=GgQ9GEkAAAAJ&hl=en&oi=ao|Google Scholar]]
Changed lines 3-4 from:
!!Associate Professor\\
[[http://vlg.cs.nyu.edu|Vision, Learning and Graphics group,]]\\
[[
to:
!!Professor\\
[[https://wp.nyu.edu/cilvr/|CILVR lab,]]\\
[[https://wp.nyu.edu/cilvr/|CILVR lab,]]\\
Changed lines 15-16 from:
Room 1226, 715 Broadway,\\
New York, NY10003, USA.\\
New York, NY
to:
Room 514, 60 5th Ave.,\\
New York, NY 10011, USA.\\
New York, NY 10011, USA.\\
Changed line 10 from:
'''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]].'''\\
Changed lines 1-125 from:
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]]
!!Associate Professor\\
[[http://vlg.cs.nyu.edu|Vision, Learning and Graphics group,]]\\
[[http://cs.nyu.edu|Dept. of Computer Science,]]\\
[[http://cims.nyu.edu|Courant Institute of Mathematical Sciences,]]\\
[[http://www.nyu.edu|New York University]]\\
\\
'''I am currently on leave from NYU, working as a Research Scientist at [[https://research.facebook.com/ai|Facebook AI Research]].'''\\
\\
\\
Address:\\
Room 1226, 715 Broadway,\\
New York, NY 10003, USA.\\
\\
[[PmWiki/Directions|Directions to lab]]
\\
\\
http://cs.nyu.edu/~fergus/email2.png\\
\\
\\
----
\\
!Research Overview
My research is in the areas of Machine Learning and Computer Vision. I am particularly interested in applying Deep Learning methods to object recognition. I also work on low-level vision problems, with applications to computational photography and astronomy.\\
----
! Deep Learning for Computer Vision
!! NIPS 2013 Tutorial [[http://cs.nyu.edu/~fergus/presentations/nips2013_final.pdf|[Slides]]]
-----
! Online Recognition Demo
See our deep convolutional network demo [+[[http://horatio.cs.nyu.edu|here]]+]. This network achieves 16.5% top-5 error on the Imagenet 2012 classification challenge, around 2% better than the network of Krizhevsky et al. (NIPS 2012).
----
!%block red%[@ Latest Work @]
Pre-prints of recent research can be found on arXiv: [[http://arxiv.org/find/all/1/all:+AND+rob+fergus/0/1/0/all/0/1|Link]]
----
!Selected Projects
\\
%block rframe%http://cs.nyu.edu/~fergus/thumb/vis_thumb.png%%\\
!!Visualizing and Understanding Convolutional Networks
Matt Zeiler and Rob Fergus,
ECCV 2014, [[http://cs.nyu.edu/~fergus/papers/zeilerECCV2014.pdf|PDF]][[<<]]
%block rframe%http://cs.nyu.edu/~fergus/thumb/exoplanet2.png%%\\
!!Reconnaissance of the HR 8799 Exosolar System I: Near IR Spectroscopy
B. R. Oppenheimer et al., Astrophysical Journal, March 2013\\
[[http://arxiv.org/pdf/1303.2627v1|PDF]] | [[http://www.amnh.org/our-research/physical-sciences/astrophysics/research/project-1640|Project page]][[<<]]
%block rframe%http://cs.nyu.edu/~fergus/thumb/depth_indoor.png%%\\
!!Indoor Segmentation and Support Inference from RGBD Images
Nathan Silberman, Derek Hoiem, Pushmeet Kolhi and Rob Fergus, ECCV 2012\\
[[http://cs.nyu.edu/~silberman/papers/indoor_seg_support.pdf|PDF]] | [[http://cs.nyu.edu/~silberman/site/?page_id=27|NYU Depth Dataset v2.0]]
[[<<]]
%block rframe%http://cs.nyu.edu/~fergus/thumb/deconv2.png%%\\
!!Adaptive Deconvolutional Networks for Mid and High Level Feature Learning
Matt Zeiler, Graham Taylor and Rob Fergus, ICCV 2011\\
[[http://www.matthewzeiler.com/pubs/iccv2011/iccv2011.pdf|PDF]] | [[http://www.matthewzeiler.com/|Project Page]]
[[<<]]
%block rframe%http://cs.nyu.edu/~fergus/thumb/imitate.png%%\\
!!Learning Invariance through Imitation
Graham Taylor, Ian Spiro, Christoph Bregler and Rob Fergus \\
CVPR 2011. [[http://www.cs.nyu.edu/~gwtaylor/publications/cvpr2011/0969.pdf|PDF]] | [[http://movement.nyu.edu/imitation|Project Page]]
[[<<]]
%block rframe%http://cs.nyu.edu/~fergus/thumb/norm_sparse.png%%\\
!!Blind Deconvolution using a Normalized Sparsity Measure
Dilip Krishnan, Terence Tay and Rob Fergus, CVPR 2011\\
[[http://cs.nyu.edu/~dilip/research/papers/priors_cvpr11.pdf|PDF]] |
[[http://cs.nyu.edu/~dilip/research/blind-deconvolution/|Project Page]]
[[<<]]
%block rframe%http://cs.nyu.edu/~fergus/thumb/dark2.jpg%%\\
!!Dark Flash Photography
Dilip Krishnan and Rob Fergus,\\
ACM Trans. on Graphics (Proc. SIGGRAPH 2009).\\
[[http://cs.nyu.edu/~fergus/papers/dark_flash.pdf|High res PDF (73Mb)]] |
[[http://cs.nyu.edu/~fergus/papers/dark_flash_low.pdf|Low res PDF (5.1Mb)]] |
[[http://cs.nyu.edu/~dilip/wordpress/?page_id=38|Project page]]
[[<<]]
%block rframe%http://cs.nyu.edu/~fergus/thumb/tinyimages.jpg%%\\
!!80 million tiny images: a large dataset for non-parametric object and scene recognition
Antonio Torralba, Rob Fergus and William T. Freeman\\
PAMI, November 2008. [[http://people.csail.mit.edu/torralba/tmp/tiny.pdf|PDF]] | [[http://cs.nyu.edu/~fergus/papers/tiny.bib|Bibtex]] | [[http://people.csail.mit.edu/torralba/tinyimages|Project page]]
[[<<]]
%block rframe%http://cs.nyu.edu/~fergus/thumb/deblur-tn.png%%\\
!!Removing Camera Shake From A Single Photograph
Rob Fergus, Barun Singh, Aaron Hertzmann, Sam T. Roweis and William T. Freeman,\\
ACM Trans. on Graphics (Proc. SIGGRAPH 2006).\\
[[http://cs.nyu.edu/~fergus/papers/deblur_fergus.pdf|PDF]] | [[http://cs.nyu.edu/~fergus/presentations/fergus_deblurring.pdf|PPT]] | [[http://cs.nyu.edu/~fergus/code/deblur_code_1_2.zip|Code]] | [[http://cs.nyu.edu/~fergus/research/deblur.html|Project page]]
October 13, 2016, at 10:26 PM
by - ruiywtow
Changed line 1 from:
to:
Hello!<a href="http://www.cia9online.com/#1.html">cialis online pharmacy</a>
October 13, 2016, at 10:13 AM
by - turiywte
Changed lines 1-125 from:
!!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
Deleted line 11:
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).'''\\
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).'''\\
\\
'''However, I am looking to recruit PhD students this year (i.e. for admission in Fall 2016).'''\\
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)'''\\
Added lines 12-13:
'''However, I am looking to recruit PhD students this year (i.e. for admission in Fall 2016)'''\\
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]]'''\\
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]][[<<]]
Deleted line 41:
Deleted lines 43-48:
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:
to:
ECCV 2014, [[http://arxiv.org/pdf/1311.2901v3.pdf|PDF]][[<<]]
Changed line 83 from:
!!Learning Invarance through Imitation
to:
!!Learning Invariance through Imitation
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 [[http://www.facebook.com|Facebook]] AI Research'''\\
Deleted line 11:
Changed lines 9-10 from:
I am currently on leave from NYU, working as a Research Scientist\\
at [[http://www.facebook.com|Facebook]] AI Research\\
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\\
Changed lines 9-10 from:
to:
I am currently on leave from NYU, working as a Research Scientist\\
at [[http://www.facebook.com|Facebook]] AI Research\\
at [[http://www.facebook.com|Facebook]] AI Research\\
Changed lines 12-14 from:
[[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.
Deleted lines 14-15:
Please see the admissions [[http://cds.nyu.edu/apply/|page]]\\
Changed lines 1-2 from:
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]]
!!Associate Professor\\
[[http://vlg.cs.nyu.edu|Vision, Learning and Graphics group,]]\\
[[http://cs.nyu.edu|Dept. of Computer Science,]]\\
[[http://cims.nyu.edu|Courant Institute of Mathematical Sciences,]]\\
[[http://www.nyu.edu|New York University]]\\
\\
Research Scientist\\
[[http://www.facebook.com|Facebook]] AI Lab\\
\\
Director of Graduate Studies for \\
[[http://cds.nyu.edu/academics/ms-in-data-science/|Master of Science]] in [[http://cds.nyu.edu/|Data Science]]\\
Applicants for Fall 2014 are welcome.\\
Please see the admissions [[http://cds.nyu.edu/apply/|page]]\\
\\
MSDS Office Hours: 10.30-11.30am Wednesdays\\
\\
Address:\\
Room 1226, 715 Broadway,\\
New York, NY 10003, USA.\\
\\
[[PmWiki/Directions|Directions to lab]]
\\
\\
http://cs.nyu.edu/~fergus/email2.png\\
\\
\\
----
! I'm joining Facebook!
I'm happy to announce that I am joining Facebook's new AI Group, a research laboratory with the long term goal of making major advances in the field. I'll be working alongside Yann LeCun, who will be leading the Group ([[https://www.facebook.com/yann.lecun/posts/10151728212367143|Link]]). Facebook first announced the AI Group in September to work on problems in deep learning, machine learning and computer vision.
I will be working part time at Facebook until May, when my sabbatical starts and then I will be based full time at Facebook's new office at Astor Place, one block away from NYU. After my sabbatical, I will continue to work both at Facebook and NYU.
Facebook is building the AI Group here in New York, in Menlo Park and in London. This is an exciting time for the field, and I'm looking forward to getting started.
----
\\
!Research Overview
My research is in the areas of Machine Learning and Computer Vision. I am particularly interested in applying Deep Learning methods to object recognition. I also work on low-level vision problems, with applications to computational photography and astronomy.\\
----
! Deep Learning for Computer Vision
!! NIPS 2013 Tutorial [[http://cs.nyu.edu/~fergus/presentations/nips2013_final.pdf|[Slides]]]
-----
! Online Recognition Demo
See our deep convolutional network demo [+[[http://horatio.cs.nyu.edu|here]]+]. This network achieves 16.5% top-5 error on the Imagenet 2012 classification challenge, around 2% better than the network of Krizhevsky et al. (NIPS 2012).
----
! International Conference on Learning Representations 2014
I am one of the Program Chairs for a new conference on feature learning and representation learning. The submission deadline is December 20th. Check out the [[https://sites.google.com/site/representationlearning2014/home | website.]]
----
!%block red%[@ Latest Work @]
Pre-prints of recent research can be found on arXiv: [[http://arxiv.org/find/all/1/all:+AND+rob+fergus/0/1/0/all/0/1|Link]]
----
!Selected Projects
\\
%block rframe%http://cs.nyu.edu/~fergus/thumb/vis_thumb.png%%\\
!!Visualizing and Understanding Convolutional Networks
Matt Zeiler and Rob Fergus,
arXiv pre-print, Nov 2013, [[http://arxiv.org/pdf/1311.2901v3.pdf|PDF]][[<<]]
%block rframe%http://cs.nyu.edu/~fergus/thumb/exoplanet2.png%%\\
!!Reconnaissance of the HR 8799 Exosolar System I: Near IR Spectroscopy
B. R. Oppenheimer et al., Astrophysical Journal, March 2013\\
[[http://arxiv.org/pdf/1303.2627v1|PDF]] | [[http://www.amnh.org/our-research/physical-sciences/astrophysics/research/project-1640|Project page]][[<<]]
%block rframe%http://cs.nyu.edu/~fergus/thumb/depth_indoor.png%%\\
!!Indoor Segmentation and Support Inference from RGBD Images
Nathan Silberman, Derek Hoiem, Pushmeet Kolhi and Rob Fergus, ECCV 2012\\
[[http://cs.nyu.edu/~silberman/papers/indoor_seg_support.pdf|PDF]] | [[http://cs.nyu.edu/~silberman/site/?page_id=27|NYU Depth Dataset v2.0]]
[[<<]]
%block rframe%http://cs.nyu.edu/~fergus/thumb/deconv2.png%%\\
!!Adaptive Deconvolutional Networks for Mid and High Level Feature Learning
Matt Zeiler, Graham Taylor and Rob Fergus, ICCV 2011\\
[[http://www.matthewzeiler.com/pubs/iccv2011/iccv2011.pdf|PDF]] | [[http://www.matthewzeiler.com/|Project Page]]
[[<<]]
%block rframe%http://cs.nyu.edu/~fergus/thumb/imitate.png%%\\
!!Learning Invarance through Imitation
Graham Taylor, Ian Spiro, Christoph Bregler and Rob Fergus \\
CVPR 2011. [[http://www.cs.nyu.edu/~gwtaylor/publications/cvpr2011/0969.pdf|PDF]] | [[http://movement.nyu.edu/imitation|Project Page]]
[[<<]]
%block rframe%http://cs.nyu.edu/~fergus/thumb/norm_sparse.png%%\\
!!Blind Deconvolution using a Normalized Sparsity Measure
Dilip Krishnan, Terence Tay and Rob Fergus, CVPR 2011\\
[[http://cs.nyu.edu/~dilip/research/papers/priors_cvpr11.pdf|PDF]] |
[[http://cs.nyu.edu/~dilip/research/blind-deconvolution/|Project Page]]
[[<<]]
%block rframe%http://cs.nyu.edu/~fergus/thumb/dark2.jpg%%\\
!!Dark Flash Photography
Dilip Krishnan and Rob Fergus,\\
ACM Trans. on Graphics (Proc. SIGGRAPH 2009).\\
[[http://cs.nyu.edu/~fergus/papers/dark_flash.pdf|High res PDF (73Mb)]] |
[[http://cs.nyu.edu/~fergus/papers/dark_flash_low.pdf|Low res PDF (5.1Mb)]] |
[[http://cs.nyu.edu/~dilip/wordpress/?page_id=38|Project page]]
[[<<]]
%block rframe%http://cs.nyu.edu/~fergus/thumb/tinyimages.jpg%%\\
!!80 million tiny images: a large dataset for non-parametric object and scene recognition
Antonio Torralba, Rob Fergus and William T. Freeman\\
PAMI, November 2008. [[http://people.csail.mit.edu/torralba/tmp/tiny.pdf|PDF]] | [[http://cs.nyu.edu/~fergus/papers/tiny.bib|Bibtex]] | [[http://people.csail.mit.edu/torralba/tinyimages|Project page]]
[[<<]]
%block rframe%http://cs.nyu.edu/~fergus/thumb/deblur-tn.png%%\\
!!Removing Camera Shake From A Single Photograph
Rob Fergus, Barun Singh, Aaron Hertzmann, Sam T. Roweis and William T. Freeman,\\
ACM Trans. on Graphics (Proc. SIGGRAPH 2006).\\
[[http://cs.nyu.edu/~fergus/papers/deblur_fergus.pdf|PDF]] | [[http://cs.nyu.edu/~fergus/presentations/fergus_deblurring.pdf|PPT]] | [[http://cs.nyu.edu/~fergus/code/deblur_code_1_2.zip|Code]] | [[http://cs.nyu.edu/~fergus/research/deblur.html|Project page]]
May 11, 2014, at 02:17 AM
by - asyRburRmqZELULqcz
Changed line 1 from:
http://chrislonergan.co.uk payday loans
to:
http://chicagorehab.net/userinfo.php?uid=465922 15 min payday loans no credit check
May 10, 2014, at 10:07 PM
by - QrBGoQCQQKPWJk
Changed lines 1-2 from:
to:
http://chrislonergan.co.uk payday loans
May 10, 2014, at 04:29 PM
by - RiwZhjjW
Changed line 1 from:
to:
GjTwGuNha5qx http://clydesteamers.co.uk 15 min payday loan lenders
May 10, 2014, at 03:45 PM
by - dVCsNxwocNB
Changed line 1 from:
to:
TWvw8LDD85zeiz http://clydesteamers.co.uk instant payday loans
May 10, 2014, at 11:33 AM
by - DxfbeHpaYpQVGhZRet
Changed line 1 from:
to:
Bramy says http://www.bramfield-primary-school.co.uk bramfield instant payday loans
May 08, 2014, at 09:39 AM
by - FKtoJulGZKFTg
Changed lines 1-146 from:
!!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/
Deleted lines 14-15:
Please see the admissions [[http://cds.nyu.edu/apply/|page]]\\
Changed line 68 from:
%block blue%[@ ! Latest Work @]
to:
!%block red%[@ Latest Work @]
Changed line 68 from:
to:
%block blue%[@ ! Latest Work @]
Added lines 65-68:
----
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]]
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.
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.\\
Changed line 47 from:
to:
\\
Changed lines 51-52 from:
!! NIPS 2013 Tutorial
[[http://cs.nyu.edu/~fergus/presentations/nips2013_final.pdf|[Slides]]]
[[http://cs.nyu.edu/~fergus/presentations/nips2013_final.pdf|[Slides]]]
to:
!! NIPS 2013 Tutorial [[http://cs.nyu.edu/~fergus/presentations/nips2013_final.pdf|[Slides]]]
Changed line 10 from:
[[http://www.facebook.com|Facebook]] AI Lab
to:
[[http://www.facebook.com|Facebook]] AI Lab\\
Added lines 9-11:
Research Scientist\\
[[http://www.facebook.com|Facebook]] AI Lab
\\
[[http://www.facebook.com|Facebook]] AI Lab
\\
Deleted lines 13-15:
Research Scientist\\
[[http://www.facebook.com|Facebook]] AI Lab
Changed line 11 from:
to:
\\
Changed line 13 from:
[[http://www.facebook.com|Facebook] AI Lab
to:
[[http://www.facebook.com|Facebook]] AI Lab
Added lines 12-14:
Research Scientist\\
[[http://www.facebook.com|Facebook] AI Lab
[[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.
Added lines 30-38:
! I'm joining Facebook!
I'm happy to announce that I am joining Facebook's new AI Group, a research laboratory with the long term goal of making major advances in the field. I'll be working alongside Yann LeCun, who will be leading the Group <Link to Yann's post on Facebook. Facebook first announced the AI Group in September to work on problems in deep learning, machine learning and computer vision.
I will be working part time at Facebook until May, when my sabbatical starts and then I will be based full time at Facebook's new office at Astor Place, one block away from NYU. After my sabbatical, I will continue to work both at Facebook and NYU.
Facebook is building the AI Group here in New York, in Mountain View and in London. This is an exciting time for the field, and I'm looking forward to getting started.
----
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.
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.
Changed lines 43-44 from:
to:
[[http://cs.nyu.edu/~fergus/presentations/nips2013_final.pdf|[Slides]]]
Changed line 71 from:
!!Reconnaissance of the HR 8799 Exosolar System I: Near IR Spectroscopy,
to:
!!Reconnaissance of the HR 8799 Exosolar System I: Near IR Spectroscopy
Changed line 50 from:
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).
Deleted lines 44-49:
-----
! 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 54 from:
! Deep Learning Online Demo
to:
! Online Recognition Demo
Added lines 48-53:
! 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]].
-----
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]][[<<]]
Changed line 65 from:
!!Visualizing and Understanding Convolutional Networks,
to:
!!Visualizing and Understanding Convolutional Networks
Changed lines 67-68 from:
arXiv pre-print, Nov 2013\\
[[http://arxiv.org/pdf/1311.2901v3.pdf|PDF]][[<<]]
[[http://arxiv.org/pdf/1311.2901v3.pdf|PDF]][[<<]]
to:
arXiv pre-print, Nov 2013 [[http://arxiv.org/pdf/1311.2901v3.pdf|PDF]][[<<]]
Changed lines 67-68 from:
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]][[<<]]
[[http://arxiv.org/pdf/1311.2901v3.pdf|PDF]][[<<]]
Changed line 63 from:
%block rframe%http://cs.nyu.edu/~fergus/thumb/digit_2.png%%\\
to:
%block rframe%http://cs.nyu.edu/~fergus/thumb/vis_thumb.png%%\\
Changed line 67 from:
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
Added line 38:
Added lines 41-47:
! Deep Learning for Computer Vision
!! NIPS 2013 Tutorial
Slides Coming soon....
-----
!! 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 ]]
----
! 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.]]
Changed lines 42-43 from:
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]][[<<]]
Added lines 66-71:
%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]][[<<]]
!!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]][[<<]]
Deleted line 36:
Added lines 39-44:
! 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).
----
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).
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).
! 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).
Changed lines 9-10 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:
Director of Graduate Studies for \\
[[http://cds.nyu.edu/academics/ms-in-data-science/|Master of Science]] in [[http://cds.nyu.edu/|Data Science]]\\
[[http://cds.nyu.edu/academics/ms-in-data-science/|Master of Science]] in [[http://cds.nyu.edu/|Data Science]]\\
Changed lines 12-13 from:
Please see the admissions [[http://cds.nyu.edu/apply/|page]]
\\
to:
Please see the admissions [[http://cds.nyu.edu/apply/|page]]\\
Changed lines 10-12 from:
Applicants for Fall 2014 are welcome.
to:
Applicants for Fall 2014 are welcome.\\
Please see the admissions [[http://cds.nyu.edu/apply/|page]]
Changed lines 9-11 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:
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]]
\\
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]]
Added lines 12-13:
Applicants for Fall 2014 are welcome. Please see the admissions [[http://cds.nyu.edu/apply/|page]]
\\
\\
Changed lines 37-39 from:
! 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.]]
I am one of the Program Chairs for a new conference on feature learning and representation learning.
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.]]
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 line 11 from:
MSDS Office Hours: 10.30-11.30am Wednesdays
to:
MSDS Office Hours: 10.30-11.30am Wednesdays\\
Changed line 3 from:
!!Assistant Professor\\
to:
!!Associate Professor\\
Added lines 10-11:
\\
MSDS Office Hours: 10.30-11.30am Wednesdays
MSDS Office Hours: 10.30-11.30am Wednesdays