PmWiki - PublicationsByTopic | History

PmWiki.PublicationsByTopic History

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September 10, 2014, at 03:11 AM by 128.122.49.53 -

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to:

'''Depth Map Prediction from a Single Image using a Multi-Scale Deep Network,'''\\
Eigen, D., Puhrsch, C. and Fergus, R.\\
''Proc. Neural Information Processing Systems 2014,''\\
[[http://arxiv.org/pdf/1406.2283.pd%66|(9 pages PDF)]]

'''Learning to Discover Efficient Mathematical Identities,'''\\
Zaremba, W., Kurach, K. and Fergus, R.\\
''Proc. Neural Information Processing Systems 2014,''\\
[[http://arxiv.org/pdf/1406.1584.pd%66|(9 pages PDF)]]

'''Exploiting Linear Structure Within Convolutional Networks for Efficient Evaluation,'''\\
Denton, E., Zaremba, W., Bruna, J., LeCun, Y. and Fergus, R.\\
''Proc. Neural Information Processing Systems 2014,''\\
[[http://arxiv.org/pdf/1404.0736.pd%66|(9 pages PDF)]]

Changed line 35 from:

''~~arXiv 1311~~.~~2901, Nov 2013~~,''\\

to:

''Proc. of the IEEE European Conference on Computer Vision 2014,''\\

Added lines 38-52:

'''OverFeat: Integrated Recognition, Localization and Detection using Convolutional Networks,'''\\
Sermanet, P., Eigen, D., Zhang, X., Mathieu, M., Fergus, R. and LeCun, Y.\\
''Proc. International Conference on Learning Representations 2014,''\\
[[http://arxiv.org/pdf/1312.6229.pd%66|(16 pages PDF)]]

'''Intriguing Properties of Neural Networks,'''\\
Szegedy, C., Zaremba, W., Sutskever, I., Bruna, J., Erhan, D., Goodfellow, I. and Fergus, R.\\
''Proc. International Conference on Learning Representations 2014,''\\
[[http://arxiv.org/pdf/1312.6199.pd%66|(10 pages PDF)]]

'''Understanding Deep Architectures using a Recursive Convolutional Network,'''\\
Eigen, D., Rolfe, J., Fergus, R. and LeCun, Y.\\
''arXiv:1312.1847, Dec 2013,''\\
[[http://arxiv.org/pdf/1312.1847.pd%66|(9 pages PDF)]]

Added lines 130-134:

'''Depth Map Prediction from a Single Image using a Multi-Scale Deep Network,'''\\
Eigen, D., Puhrsch, C. and Fergus, R.\\
''Proc. Neural Information Processing Systems 2014,''\\
[[http://arxiv.org/pdf/1406.2283.pd%66|(9 pages PDF)]]

Changed lines 234-239 from:

'''~~Visualizing and Understanding Convolutional Networks~~,'''\\
~~Zeiler~~, M. ~~and Fergus~~, R.\\
''arXiv 1311.2901, Nov 2013,''\\
~~[[http://arxiv~~.org/pdf/1311.2901v3.pd%66|(11 pages PDF)]]

'''Indoor Segmentation and Support Inference from RGBD Images'''\\

to:

'''Instance Segmentation of Indoor Scenes using a Coverage Loss,'''\\
Silberman, N., Sontag, D. and Fergus, R.\\
''Proc. of the IEEE European Conference on Computer Vision 2014,''\\
[[Coming soon|(14 pages PDF)]]

Segmentation and Support Inference from RGBD Images'''\\

Added lines 360-364:

'''S4: A Spatial-Spectral model for Speckle Suppression,'''\\
Fergus, R., Hogg, D., Oppenheimer, B., Brenner, D. and Pueyo, L.\\
''To Appear in the Astrophysical Journal,''\\
[[http://arxiv.org/pdf/1408.4248.pd%66|(23 pages PDF)]]

December 02, 2013, at 03:25 AM by 128.122.49.43 -

Added lines 199-203:

'''Visualizing and Understanding Convolutional Networks,'''\\
Zeiler, M. and Fergus, R.\\
''arXiv 1311.2901, Nov 2013,''\\
[[http://arxiv.org/pdf/1311.2901v3.pd%66|(11 pages PDF)]]

December 02, 2013, at 03:25 AM by 128.122.49.43 -

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'''Blind Deconvolution with Re-weighted Sparsity Promotion,'''\\
Krishnan, D., Bruna, J. and Fergus, R.\\
''arXiv 1311.4029, Nov 2013,''\\
[[http://arxiv.org/pdf/1311.4029.pd%66|(16 pages PDF)]]

'''Restoring An Image Taken Through a Window Covered with Dirt or Rain,'''\\
Eigen, D., Krishnan, D. and Fergus, R.\\
''Proc. of the IEEE International Conf. on Computer Vision (ICCV),''\\
[[http://cs.nyu.edu/~deigen/rain/restore-iccv13.pd%66|(8 pages PDF)]]
[[http://cs.nyu.edu/~deigen/rain/|(Project page)]]

December 02, 2013, at 03:17 AM by 128.122.49.43 -

Added lines 17-22:

'''Visualizing and Understanding Convolutional Networks,'''\\
Zeiler, M. and Fergus, R.\\
''arXiv 1311.2901, Nov 2013,''\\
[[http://arxiv.org/pdf/1311.2901v3.pd%66|(11 pages PDF)]]

June 16, 2013, at 05:59 PM by 128.122.49.53 -

Added lines 18-26:

'''Regularization of Neural Networks using DropConnect'''\\
Li, W., Zeiler, M., Zhang, S., LeCun, Y. and Fergus, R.\\
''Proc. of the International Conference on Machine Learning 2013,''\\
[[http://cs.nyu.edu/~wanli/dropc/dropc.pd%66|(10 pages PDF)]] | [[http://cs.nyu.edu/~wanli/dropc/|(Project page)]]

'''Stochastic Pooling for Regularization of Deep Convolutional Neural Networks,'''\\
Zeiler, M. and Fergus, R.\\
''Proc. of the International Conference on Representation Learning 2013,''\\
[[http://www.matthewzeiler.com/pubs/iclr2013/iclr2013.pd%66|(8 pages PDF)]]

August 28, 2012, at 02:13 PM by 128.122.47.241 -

Added lines 18-23:

'''Differentiable Pooling for Hierarchical Feature Learning'''\\
Zeiler, M. and Fergus, R.\\
''Technical Report, Arxiv (1207.0151v1)''\\
[[http://www.matthewzeiler.com/pubs/arxive2012/arxive2012.pd%66|(12 pages PDF)]]

Changed lines 56-61 from:

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'''Multidimensional Spectral Hashing'''\\
Weiss, Y., Fergus, R. and Torralba, A.\\
''Proc. of the IEEE European Conference on Computer Vision 2012,''\\
[[http://cs.nyu.edu/~fergus/papers/eccv12_final.pd%66|(14 pages PDF)]]

Added lines 172-177:

'''Indoor Segmentation and Support Inference from RGBD Images'''\\
Silberman, N., Hoiem, D., Kolhi, P. and Fergus, R.\\
''Proc. of the IEEE European Conference on Computer Vision 2012,''\\
[[http://cs.nyu.edu/~silberman/papers/indoor_seg_support.pd%66|(14 pages PDF)]]

June 14, 2012, at 08:25 PM by 128.122.47.152 -

Added lines 2-5:

!! [[PmWiki/Publications|Full List By Year]]

----

June 14, 2012, at 08:24 PM by 128.122.47.152 -

June 14, 2012, at 08:23 PM by 128.122.47.152 -

Changed line 11 from:

[[#~~compphoto~~]]

to:

[[#deep]]

June 14, 2012, at 08:23 PM by 128.122.47.152 -

Added lines 3-4:

!! [[#deep|Deep Learning]]
!! [[#binary|Compact Binary Codes]]

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!! [[#object|Object Recognition]]

to:

!! [[#object|Object Recognition / Scene Understanding]]

Added lines 12-67:

! Deep Learning

'''Adaptive Deconvolutional Networks for Mid and High Level Feature Learning'''\\
Matt Zeiler, Graham Taylor and Rob Fergus\\
''Proc. of the IEEE Intl. Conf on Computer Vision 2011,''\\
[[http://www.matthewzeiler.com/pubs/iccv2011/iccv2011.pd%66|PDF]] | [[http://www.matthewzeiler.com/|Project Page]]

'''Pose-sensitive embedding by non-linear NCA regression'''\\
Taylor, G., Fergus, R., Spiro, I., Williams, G. and Bregler, C.\\
''Proc. Neural Information Processing Systems 2010,''\\
[[http://www.cs.nyu.edu/~gwtaylor/publications/nips2006mhmublv/gwtaylor_nips.pd%66|(9 pages PDF)]]
[[http://www.cs.nyu.edu/~gwtaylor/publications/nips2006mhmublv/|Supplementary material]]

'''Convolutional Learning of Spatio-Temporal Features'''\\
Taylor, G., Fergus, R., LeCun, Y. and Bregler, C.\\
''Proc. of the IEEE European Conference on Computer Vision 2010,''\\
[[http://cs.nyu.edu/~gwtaylor/publications/eccv2010/1225.pd%66|(14 pages PDF)]]
[[http://cs.nyu.edu/~gwtaylor/publications/eccv2010/suppl_1225.pd%66|Supplementary material]]

'''Deconvolutional Networks'''\\
Zeiler, M., Krishnan, D., Taylor, G. and Fergus, R.\\
''Proc. of the IEEE Conf on Computer Vision and Pattern Recognition 2010,''\\
[[http://www.matthewzeiler.com/pubs/cvpr2010/cvpr2010.pd%66|(8 pages PDF)]]

'''Learning Invariant Features through Topographic Filter Maps'''\\
Kavukcuoglu, K. , Ranzato, M. , Fergus, R. and LeCun, Y.\\
''Proc. of the IEEE Conf on Computer Vision and Pattern Recognition 2009,''\\
[[http://cs.nyu.edu/~koray/publis/koray-cvpr-09.pd%66|(8 pages PDF)]]

----
[[#binary]]
! Compact Binary Codes

'''Semi-supervised Learning in Gigantic Image Collections'''\\
Fergus, R., Weiss, Y. and Torralba, A.\\
''Proc. Neural Information Processing Systems 2009'',\\
[[http://cs.nyu.edu/~fergus/papers/fwt_ssl.pd%66|(8 pages PDF)]]

'''Spectral Hashing'''\\
Weiss, Y., Torralba, A. and Fergus, R.\\
''Proc. Neural Information Processing Systems 2008,''\\
[[http://cs.nyu.edu/~fergus/papers/wtf_nips08.pd%66|(8 pages PDF)]] [[http://www.cs.huji.ac.il/~yweiss/SpectralHashing|(Project page)]]

'''Small Codes and Large Image Databases for Recognition'''\\
Torralba, A. , Fergus, R. and Weiss, Y.\\
''Proc. of the IEEE Conf on Computer Vision and Pattern Recognition 2008,''\\
[[http://cs.nyu.edu/~fergus/papers/tfw_cvpr08.pd%66|(8 pages PDF)]], [[http://cs.nyu.edu/~fergus/presentations/cs_colloqium.ppt|(Slides PPT)]],
Google TechTalk Video [[http://www.youtube.com/watch?v=bakKQFEFLCA|(Link)]],
Matlab Code [[http://cs.nyu.edu/~fergus/research/tfw_cvpr08_code.zip|(.zip)]]

----
[[#compphoto]]

Added lines 158-168:

'''Nonparametric Image Parsing using Adaptive Neighbor Sets'''\\
Eigen, D. and Fergus, R.\\
''Proc. of the IEEE Conf on Computer Vision and Pattern Recognition 2012,''\\
[[http://cs.nyu.edu/~deigen/adaptnn/adaptnn-cvpr12.pd%66|(8 pages PDF)]] |
[[http://cs.nyu.edu/~deigen/adaptnn/|(Code)]]

'''A Hybrid Neural Network-Latent Topic Model'''\\
Wan, L. and Zhu, L. and Fergus, R.\\
''Proc. Intl. Conf. on Artificial Intelligence and Statistics 2012,''\\
[[http://www.cs.nyu.edu/~wanli/wan-zhu-fergus12.pd%66|(8 pages PDF)]]

Deleted line 277:

October 24, 2011, at 06:22 AM by 69.204.255.25 -

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'''Facial Expression Transfer with Input-Output Temporal Restricted Boltzmann Machines'''\\
Zeiler, M., Taylor, G., Sigal, L., Matthews, I. and Fergus, R.\\
''Proc. Neural Information Processing Systems 2011,''\\
[[http://www.cs.nyu.edu/~fergus/papers/nips2011.pd%66|(9 pages PDF)]]

September 15, 2011, at 06:16 PM by 172.26.13.166 -

Changed lines 16-17 from:

to:

[[http://cs.nyu.edu/~dilip/research/blind-deconvolution/|Project page]]

Changed line 29 from:

[[http://cs.nyu.edu/~dilip/~~wordpress~~/papers/fid_nips09.pd%66|(8 pages PDF)]] [[http://cs.nyu.edu/~dilip/~~wordpress~~/~~?page_id=122~~|(Project page)]]

to:

[[http://cs.nyu.edu/~dilip/research/papers/fid_nips09.pd%66|(8 pages PDF)]] [[http://cs.nyu.edu/~dilip/research/fast-deconvolution/|(Project page)]]

September 15, 2011, at 06:14 PM by 172.26.13.166 -

Changed line 15 from:

[[http://cs.nyu.edu/~dilip/~~wordpress~~/papers/priors_cvpr11.pd%66|(8 pages PDF)]]

to:

[[http://cs.nyu.edu/~dilip/research/papers/priors_cvpr11.pd%66|(8 pages PDF)]]

September 02, 2011, at 02:10 AM by 69.204.255.25 -

Added lines 92-96:

'''Indoor Scene Segmentation using a Structured Light Sensor'''\\
Nathan Silberman and Rob Fergus\\
''ICCV 2011 Workshop on 3D Representation and Recognition,''\\
[[http://cs.nyu.edu/~silberman/papers/indoor_seg_struct_light.pd%66|PDF]] | [[http://cs.nyu.edu/~silberman/site/?page_id=27|Project Page]]

July 08, 2011, at 11:14 PM by 62.56.59.61 -

Added lines 93-96:

'''Adaptive Deconvolutional Networks for Mid and High Level Feature Learning'''\\
Matt Zeiler, Graham Taylor and Rob Fergus\\
''Proc. of the IEEE Intl. Conf on Computer Vision 2011,''\\
[[http://www.matthewzeiler.com/pubs/iccv2011/iccv2011.pd%66|PDF]] | [[http://www.matthewzeiler.com/|Project Page]]

April 12, 2011, at 07:13 PM by 128.122.47.152 -

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'''Blind Deconvolution using a Normalized Sparsity Measure'''\\
Krishnan, D., Tay, T. and Fergus, R.\\
''Proc. of the IEEE Conf on Computer Vision and Pattern Recognition 2011,''\\
[[http://cs.nyu.edu/~dilip/wordpress/papers/priors_cvpr11.pd%66|(8 pages PDF)]]

Added lines 92-99:

'''Learning Invarance through Imitation'''\\
Taylor, G., Spiro, I., Bregler, C. and Fergus, R.\\
''Proc. of the IEEE Conf on Computer Vision and Pattern Recognition 2011,''\\
[[http://www.cs.nyu.edu/~gwtaylor/publications/cvpr2011/0969.pd%66|(8 pages PDF)]]
[[http://www.cs.nyu.edu/~gwtaylor/publications/cvpr2011/0969-supp.pd%66| Supplementary material]]

November 23, 2010, at 04:13 AM by 128.122.47.62 -

Added lines 87-93:

'''Pose-sensitive embedding by non-linear NCA regression'''\\
Taylor, G., Fergus, R., Spiro, I., Williams, G. and Bregler, C.\\
''Proc. Neural Information Processing Systems 2010,''\\
[[http://www.cs.nyu.edu/~gwtaylor/publications/nips2006mhmublv/gwtaylor_nips.pd%66|(9 pages PDF)]]
[[http://www.cs.nyu.edu/~gwtaylor/publications/nips2006mhmublv/|Supplementary material]]

August 06, 2010, at 08:49 PM by 128.122.47.152 -

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'''Learning Object Categories from Internet Image Searches'''\\
Fergus, R. , Fei-Fei L. , Perona, P. and Zisserman, A.\\
''Proc. of IEEE, Vol. 98, No. 8, Special Issue on Internet Vision, August 2010.''

Added lines 87-97:

'''Semantic Label Sharing for Learning with Many Categories'''\\
Fergus, R., Bernal, H., Weiss, Y. and Torralba, A.\\
''Proc. of the IEEE European Conference on Computer Vision 2010'',\\
[[http://cs.nyu.edu/~fergus/papers/fbwt_share.pd%66|(14 pages PDF)]]

'''Convolutional Learning of Spatio-Temporal Features'''\\
Taylor, G., Fergus, R., LeCun, Y. and Bregler, C.\\
''Proc. of the IEEE European Conference on Computer Vision 2010,''\\
[[http://cs.nyu.edu/~gwtaylor/publications/eccv2010/1225.pd%66|(14 pages PDF)]]
[[http://cs.nyu.edu/~gwtaylor/publications/eccv2010/suppl_1225.pd%66|Supplementary material]]

April 02, 2010, at 01:28 AM by 69.204.252.172 -

Added lines 83-87:

'''Deconvolutional Networks'''\\
Zeiler, M., Krishnan, D., Taylor, G. and Fergus, R.\\
''Proc. of the IEEE Conf on Computer Vision and Pattern Recognition 2010,''\\
[[http://www.matthewzeiler.com/pubs/cvpr2010/cvpr2010.pd%66|(8 pages PDF)]]

February 16, 2010, at 02:14 PM by 69.204.252.172 -

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'''Random Lens Imaging'''\\
Fergus, R., Torralba A. and Freeman, W.T.\\
''MIT CSAIL Technical Report 2006-058, 2006''.\\
[[http://cs.nyu.edu/~fergus/papers/MIT-CSAIL-TR-2006-058.pd%66|(11 pages PDF)]] [[http://cs.nyu.edu/~fergus/papers/fergus_randomlens.bib|(Bibtex)]]

Added lines 129-143:

'''Efficient Methods for Object Recognition using the Constellation Model'''\\
Fergus, R., Weber, M. and Perona, P.\\
''Caltech Technical Report, 2001''.\\
[[http://cs.nyu.edu/~fergus/papers/fergus_astarnote.pd%66|(8 pages PDF)]] [[http://cs.nyu.edu/~fergus/papers/fergus_astarnote.bib|(Bibtex)]]

'''Visual Object Category Recognition'''\\
Fergus, R.\\
''D.Phil thesis, University of Oxford, 2005''.\\
[[http://cs.nyu.edu/~fergus/papers/fergus_thesis.pd%66|(193 pages PDF)]]
[[http://cs.nyu.edu/~fergus/papers/fergus_thesis.bib|(Bibtex)]]\\
Winner of the British Computer Society's 2006 Distinguished Dissertations award\\

(Best Computer Science thesis in the UK)\\
Winner of the British Machine Vision Association's 2006 Sullivan prize \\
(Best Computer Vision thesis in UK)

February 09, 2010, at 06:16 AM by 128.122.47.59 -

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!! [[#applications|Applications]]

Added lines 123-131:

----
[[#applications]]
! Applications

'''Case for Automated Detection of Diabetic Retinopathy'''\\
Silberman, N., Ahlrich, K., Fergus, R. and Subramanian, L., \\
AAAI Spring Symposium, 2010.
[[http://cs.nyu.edu/~fergus/papers/dr.pd%66|(6 pages PDF)]]

November 29, 2009, at 10:38 PM by 128.122.47.59 -

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-> !! [[#compphoto|Computational Photography]]
-> !! [[#object|Object Recognition]]
-> !! [[#internet|Internet Vision]]

to:

!! [[#compphoto|Computational Photography]]
!! [[#object|Object Recognition]]
!! [[#internet|Internet Vision]]

November 29, 2009, at 10:38 PM by 128.122.47.59 -

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!! [[#compphoto|Computational Photography]]
!! [[#object|Object Recognition]]
!! [[#internet|Internet Vision]]

to:

-> !! [[#compphoto|Computational Photography]]
-> !! [[#object|Object Recognition]]
-> !! [[#internet|Internet Vision]]

November 29, 2009, at 10:37 PM by 128.122.47.59 -

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[[http://people.csail.mit.edu/torralba/tmp/tiny.~~pdf~~|(13 pages PDF)]] [[http://cs.nyu.edu/~fergus/papers/tiny.bib|(Bibtex)]] [[http://people.csail.mit.edu/torralba/tinyimages|(Project page)]]

to:

[[http://people.csail.mit.edu/torralba/tmp/tiny.pd%66|(13 pages PDF)]] [[http://cs.nyu.edu/~fergus/papers/tiny.bib|(Bibtex)]] [[http://people.csail.mit.edu/torralba/tinyimages|(Project page)]]

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[[http://cs.nyu.edu/~fergus/papers/fergus_google.~~pdf~~|(8 pages PDF)]] [[http://cs.nyu.edu/~fergus/papers/fergus_google.bib|(Bibtex)]] [[http://cs.nyu.edu/~fergus/research/google/google.html|(Project Page)]]\\

to:

[[http://cs.nyu.edu/~fergus/papers/fergus_google.pd%66|(8 pages PDF)]] [[http://cs.nyu.edu/~fergus/papers/fergus_google.bib|(Bibtex)]] [[http://cs.nyu.edu/~fergus/research/google/google.html|(Project Page)]]\\

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[[http://cs.nyu.edu/~fergus/papers/Fergus_ECCV4.~~pdf~~|(14 pages PDF)]] [[http://cs.nyu.edu/~fergus/papers/Fergus_ECCV04.bib|(Bibtex)]] [[http://cs.nyu.edu/~fergus/research/google/google.html|(Project Page)]]

to:

[[http://cs.nyu.edu/~fergus/papers/Fergus_ECCV4.pd%66|(14 pages PDF)]] [[http://cs.nyu.edu/~fergus/papers/Fergus_ECCV04.bib|(Bibtex)]] [[http://cs.nyu.edu/~fergus/research/google/google.html|(Project Page)]]

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[[#object]]

Changed lines 80-81 from:

[[http://cs.nyu.edu/~koray/publis/koray-cvpr-09.~~pdf~~|(8 pages PDF)]]

to:

[[http://cs.nyu.edu/~koray/publis/koray-cvpr-09.pd%66|(8 pages PDF)]]

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[[http://people.csail.mit.edu/brussell/research/Russell07.~~pdf~~|(8 pages PDF)]]

to:

[[http://people.csail.mit.edu/brussell/research/Russell07.pd%66|(8 pages PDF)]]

Changed lines 90-91 from:

[[http://cs.nyu.edu/~fergus/papers/fergus_ijcv.~~pdf~~|(47 pages PDF)]] [[http://cs.nyu.edu/~fergus/papers/fergus_ijcv.bib|(Bibtex)]] [[http://cs.nyu.edu/~fergus/research/cm/constellation_model.html|(Project page)]]

to:

[[http://cs.nyu.edu/~fergus/papers/fergus_ijcv.pd%66|(47 pages PDF)]] [[http://cs.nyu.edu/~fergus/papers/fergus_ijcv.bib|(Bibtex)]] [[http://cs.nyu.edu/~fergus/research/cm/constellation_model.html|(Project page)]]

Changed lines 94-97 from:

[[http://cs.nyu.edu/~fergus/papers/Fei-FeiFergusPerona2006.~~pdf~~|(18 pages PDF)]] [[http://cs.nyu.edu/~fergus/papers/feifei_pami.bib|(Bibtex)]]

to:

[[http://cs.nyu.edu/~fergus/papers/Fei-FeiFergusPerona2006.pd%66|(18 pages PDF)]] [[http://cs.nyu.edu/~fergus/papers/feifei_pami.bib|(Bibtex)]]

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[[http://cs.nyu.edu/~fergus/papers/fergus_cvpr05.~~pdf~~|(8 pages PDF)]] [[http://cs.nyu.edu/~fergus/papers/fergus_cvpr05.bib|(Bibtex)]] [[http://cs.nyu.edu/~fergus/research/cm/constellation_model.html|(Project page)]]

to:

[[http://cs.nyu.edu/~fergus/papers/fergus_cvpr05.pd%66|(8 pages PDF)]] [[http://cs.nyu.edu/~fergus/papers/fergus_cvpr05.bib|(Bibtex)]] [[http://cs.nyu.edu/~fergus/research/cm/constellation_model.html|(Project page)]]

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[[http://cs.nyu.edu/~fergus/papers/Fei-Fei_GMBV04.~~pdf~~|(9 pages PDF)]] [[http://cs.nyu.edu/~fergus/papers/Fei-Fei_GMBV04.bib|(Bibtex)]]

to:

[[http://cs.nyu.edu/~fergus/papers/Fei-Fei_GMBV04.pd%66|(9 pages PDF)]] [[http://cs.nyu.edu/~fergus/papers/Fei-Fei_GMBV04.bib|(Bibtex)]]

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[[http://www.cs.nyu.edu/~fergus/papers/fergus03.~~pdf~~|(8 pages PDF)]] [[http://www.cs.nyu.edu/~fergus/papers/fergus03.bib|(Bibtex)]] [[http://www.cs.nyu.edu/~fergus/research/cm/constellation_model.html|(Project Page)]]. \\

to:

[[http://www.cs.nyu.edu/~fergus/papers/fergus03.pd%66|(8 pages PDF)]] [[http://www.cs.nyu.edu/~fergus/papers/fergus03.bib|(Bibtex)]] [[http://www.cs.nyu.edu/~fergus/research/cm/constellation_model.html|(Project Page)]]. \\

Changed line 120 from:

[[http://www.cs.nyu.edu/~fergus/papers/Fei-Fei_ICCV03.~~pdf~~|(8 pages PDF)]] [[http://www.cs.nyu.edu/~fergus/papers/FeiFei_ICCV03.bib|(Bibtex)]]

to:

[[http://www.cs.nyu.edu/~fergus/papers/Fei-Fei_ICCV03.pd%66|(8 pages PDF)]] [[http://www.cs.nyu.edu/~fergus/papers/FeiFei_ICCV03.bib|(Bibtex)]]

November 29, 2009, at 10:36 PM by 128.122.47.59 -

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!! [[#compphoto|Computational Photography]]
!! [[#object|Object Recognition]]
!! [[#internet|Internet Vision]]

Changed lines 27-28 from:

[[http://groups.csail.mit.edu/graphics/CodedAperture/CodedAperture-LevinEtAl-SIGGRAPH07.~~pdf~~|(9 pages PDF)]] [[http://cs.nyu.edu/~fergus/papers/coded_aperture.bib|(Bibtex)]] [[http://groups.csail.mit.edu/graphics/CodedAperture|(Project page)]]

to:

[[http://groups.csail.mit.edu/graphics/CodedAperture/CodedAperture-LevinEtAl-SIGGRAPH07.pd%66|(9 pages PDF)]] [[http://cs.nyu.edu/~fergus/papers/coded_aperture.bib|(Bibtex)]] [[http://groups.csail.mit.edu/graphics/CodedAperture|(Project page)]]

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[[http://www.cs.nyu.edu/~fergus/papers/deblur_fergus.~~pdf~~|(8 pages PDF)]] [[http://www.cs.nyu.edu/~fergus/papers/deblur_fergus.bib|(Bibtex)]] [[http://www.cs.nyu.edu/~fergus/research/deblur.html|(Project page)]]

to:

[[http://www.cs.nyu.edu/~fergus/papers/deblur_fergus.pd%66|(8 pages PDF)]] [[http://www.cs.nyu.edu/~fergus/papers/deblur_fergus.bib|(Bibtex)]] [[http://www.cs.nyu.edu/~fergus/research/deblur.html|(Project page)]]

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[[#internet]]

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[[http://cs.nyu.edu/~fergus/papers/fwt_ssl.~~pdf~~|(8 pages PDF)]]

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[[http://cs.nyu.edu/~fergus/papers/fwt_ssl.pd%66|(8 pages PDF)]]

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[[http://cs.nyu.edu/~fergus/papers/wtf_nips08.~~pdf~~|(8 pages PDF)]] [[http://www.cs.huji.ac.il/~yweiss/SpectralHashing|(Project page)]]

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''ACM Trans. on Graphics, (Proc. SIGGRAPH 2009)''.\\

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Krishnan, D. and Fergus, R.\\

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! Computational Photography

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~~! Computational Photography~~

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[[#comp_photo]]

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!! Internet Vision

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! Internet Vision

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!! Object Recognition

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! Object Recognition

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'''Learning Object Categories from Google's Image Search'''\\
Fergus, R. , Fei-Fei L. , Perona, P. and Zisserman, A.\\
''Proc. of the 10th Inter. Conf. on Computer Vision'', ICCV 2005.\\
[[http://cs.nyu.edu/~fergus/papers/fergus_google.pdf|(8 pages PDF)]] [[http://cs.nyu.edu/~fergus/papers/fergus_google.bib|(Bibtex)]] [[http://cs.nyu.edu/~fergus/research/google/google.html|(Project Page)]]\\
Datasets used in this paper can be found [[http://cs.nyu.edu/~fergus/resources.htm|here]]

'''A Visual Category Filter for Google Images'''\\
Fergus, R. , Perona, P. and Zisserman, A.\\
''Proc. of the 8th European Conf. on Computer Vision, ECCV 2004''.\\
[[http://cs.nyu.edu/~fergus/papers/Fergus_ECCV4.pdf|(14 pages PDF)]] [[http://cs.nyu.edu/~fergus/papers/Fergus_ECCV04.bib|(Bibtex)]] [[http://cs.nyu.edu/~fergus/research/google/google.html|(Project Page)]]

Changed lines 91-96 from:

'''Learning Object Categories from Google's Image Search'''\\
Fergus, R. , Fei-Fei L. , Perona, P. and Zisserman, A.\\
''Proc. of the 10th Inter. Conf. on Computer Vision'', ICCV 2005.\\
[[http://cs.nyu.edu/~fergus/papers/fergus_google.pdf|(8 pages PDF)]] [[http://cs.nyu.edu/~fergus/papers/fergus_google.bib|(Bibtex)]] [[http://cs.nyu.edu/~fergus/research/google/google.html|(Project Page)]]\\
Datasets used in this paper can be found [[http://cs.nyu.edu/~fergus/resources.htm|here]]

to:

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'''A Visual Category Filter for Google Images'''\\
Fergus, R. , Perona, P. and Zisserman, A.\\
''Proc. of the 8th European Conf. on Computer Vision, ECCV 2004''.\\
[[http://cs.nyu.edu/~fergus/papers/Fergus_ECCV4.pdf|(14 pages PDF)]] [[http://cs.nyu.edu/~fergus/papers/Fergus_ECCV04.bib|(Bibtex)]] [[http://cs.nyu.edu/~fergus/research/google/google.html|(Project Page)]]

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----

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----

!! Internet Vision

'''Semi-supervised Learning in Gigantic Image Collections'''\\
Fergus, R., Weiss, Y. and Torralba, A.\\
''Proc. Neural Information Processing Systems 2009'',\\
[[http://cs.nyu.edu/~fergus/papers/fwt_ssl.pdf|(8 pages PDF)]]

'''Spectral Hashing'''\\
Weiss, Y., Torralba, A. and Fergus, R.\\
''Proc. Neural Information Processing Systems 2008,''\\
[[http://cs.nyu.edu/~fergus/papers/wtf_nips08.pdf|(8 pages PDF)]] [[http://www.cs.huji.ac.il/~yweiss/SpectralHashing|(Project page)]]

'''Small Codes and Large Image Databases for Recognition'''\\
Torralba, A. , Fergus, R. and Weiss, Y.\\
''Proc. of the IEEE Conf on Computer Vision and Pattern Recognition 2008,''\\
[[http://cs.nyu.edu/~fergus/papers/tfw_cvpr08.pdf|(8 pages PDF)]], [[http://cs.nyu.edu/~fergus/presentations/cs_colloqium.ppt|(Slides PPT)]],
Google TechTalk Video [[http://www.youtube.com/watch?v=bakKQFEFLCA|(Link)]],
Matlab Code [[http://cs.nyu.edu/~fergus/research/tfw_cvpr08_code.zip|(.zip)]]

'''80 million tiny images: a large dataset for non-parametric object and scene recognition'''\\
Torralba, A., Fergus, R. and Freeman, W.T.\\
''IEEE PAMI'', November 2008\\
[[http://people.csail.mit.edu/torralba/tmp/tiny.pdf|(13 pages PDF)]] [[http://cs.nyu.edu/~fergus/papers/tiny.bib|(Bibtex)]] [[http://people.csail.mit.edu/torralba/tinyimages|(Project page)]]

----

Deleted lines 114-139:

!! Internet Vision

'''Semi-supervised Learning in Gigantic Image Collections'''\\
Fergus, R., Weiss, Y. and Torralba, A.\\
''Proc. Neural Information Processing Systems 2009'',\\
[[http://cs.nyu.edu/~fergus/papers/fwt_ssl.pdf|(8 pages PDF)]]

'''Spectral Hashing'''\\
Weiss, Y., Torralba, A. and Fergus, R.\\
''Proc. Neural Information Processing Systems 2008,''\\
[[http://cs.nyu.edu/~fergus/papers/wtf_nips08.pdf|(8 pages PDF)]] [[http://www.cs.huji.ac.il/~yweiss/SpectralHashing|(Project page)]]

'''Small Codes and Large Image Databases for Recognition'''\\
Torralba, A. , Fergus, R. and Weiss, Y.\\
''Proc. of the IEEE Conf on Computer Vision and Pattern Recognition 2008,''\\
[[http://cs.nyu.edu/~fergus/papers/tfw_cvpr08.pdf|(8 pages PDF)]], [[http://cs.nyu.edu/~fergus/presentations/cs_colloqium.ppt|(Slides PPT)]],
Google TechTalk Video [[http://www.youtube.com/watch?v=bakKQFEFLCA|(Link)]],
Matlab Code [[http://cs.nyu.edu/~fergus/research/tfw_cvpr08_code.zip|(.zip)]]

'''80 million tiny images: a large dataset for non-parametric object and scene recognition'''\\
Torralba, A., Fergus, R. and Freeman, W.T.\\
''IEEE PAMI'', November 2008\\
[[http://people.csail.mit.edu/torralba/tmp/tiny.pdf|(13 pages PDF)]] [[http://cs.nyu.edu/~fergus/papers/tiny.bib|(Bibtex)]] [[http://people.csail.mit.edu/torralba/tinyimages|(Project page)]]

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! Publications by Topic

!! Computational Photography

'''Dark Flash Photography'''\\
Krishnan, D. and Fergus, R.\\
''ACM Trans. on Graphics, (Proc. SIGGRAPH 2009)''.\\
[[http://cs.nyu.edu/~fergus/papers/dark_flash.pdf|(High Res (73Mb) - 11 pages PDF)]] \\
[[http://cs.nyu.edu/~fergus/papers/dark_flash_low.pdf|(Low Res (5.1Mb) - 11 pages PDF)]]\\
[[http://cs.nyu.edu/~fergus/papers/dark_flash.bib|(Bibtex)]] [[http://cs.nyu.edu/~dilip/wordpress/?page_id=38|(Project page)]]

'''Fast Image Deconvolution using Hyper-Laplacian Priors'''\\
Krishnan, D. and Fergus, R.\\
''Proc. Neural Information Processing Systems 2009,''\\
[[http://cs.nyu.edu/~dilip/wordpress/papers/fid_nips09.pdf|(8 pages PDF)]] [[http://cs.nyu.edu/~dilip/wordpress/?page_id=122|(Project page)]]

'''Image and Depth from a Conventional Camera with a Coded Aperture'''\\
Levin, A., Fergus, R., Durand, F. and Freeman, W.T.\\
''ACM Trans. on Graphics, (Proc. SIGGRAPH 2007)''.\\
[[http://groups.csail.mit.edu/graphics/CodedAperture/CodedAperture-LevinEtAl-SIGGRAPH07.pdf|(9 pages PDF)]] [[http://cs.nyu.edu/~fergus/papers/coded_aperture.bib|(Bibtex)]] [[http://groups.csail.mit.edu/graphics/CodedAperture|(Project page)]]

'''Removing Camera Shake From A Single Photograph'''\\
Fergus, R., Singh, B., Hertzmann A., Roweis, S. T. and Freeman, W.T.\\
''ACM Trans. on Graphics'', Vol. 25, Issue 3, pp. 787-794, (Proc. SIGGRAPH 2006).\\
[[http://www.cs.nyu.edu/~fergus/papers/deblur_fergus.pdf|(8 pages PDF)]] [[http://www.cs.nyu.edu/~fergus/papers/deblur_fergus.bib|(Bibtex)]] [[http://www.cs.nyu.edu/~fergus/research/deblur.html|(Project page)]]

!! Object Recognition

'''Learning Invariant Features through Topographic Filter Maps'''\\
Kavukcuoglu, K. , Ranzato, M. , Fergus, R. and LeCun, Y.\\
''Proc. of the IEEE Conf on Computer Vision and Pattern Recognition 2009,''\\
[[http://cs.nyu.edu/~koray/publis/koray-cvpr-09.pdf|(8 pages PDF)]]

'''Object Recognition by Scene Alignment'''\\
Russell, B. , Torralba, A. , Liu, C. , Fergus, R. and Freeman, W.T.\\
''Proc. Neural Information Processing Systems 2007''.,\\
[[http://people.csail.mit.edu/brussell/research/Russell07.pdf|(8 pages PDF)]]

'''Weakly Supervised Scale-Invariant Learning of Models for Visual Recognition'''\\
Fergus, R. , Perona, P. and Zisserman, A.\\
''International Journal of Computer Vision'', Vol. 71(3), 273-303, March 2007\\
[[http://cs.nyu.edu/~fergus/papers/fergus_ijcv.pdf|(47 pages PDF)]] [[http://cs.nyu.edu/~fergus/papers/fergus_ijcv.bib|(Bibtex)]] [[http://cs.nyu.edu/~fergus/research/cm/constellation_model.html|(Project page)]]

L. Fei-Fei, R. Fergus and P. Perona.\\
''IEEE Trans. Pattern Analysis and Machine Intelligence'', Vol. 28(4), 594 - 611, 2006\\
[[http://cs.nyu.edu/~fergus/papers/Fei-FeiFergusPerona2006.pdf|(18 pages PDF)]] [[http://cs.nyu.edu/~fergus/papers/feifei_pami.bib|(Bibtex)]]

'''Learning Object Categories from Google's Image Search'''\\
Fergus, R. , Fei-Fei L. , Perona, P. and Zisserman, A.\\
''Proc. of the 10th Inter. Conf. on Computer Vision'', ICCV 2005.\\
[[http://cs.nyu.edu/~fergus/papers/fergus_google.pdf|(8 pages PDF)]] [[http://cs.nyu.edu/~fergus/papers/fergus_google.bib|(Bibtex)]] [[http://cs.nyu.edu/~fergus/research/google/google.html|(Project Page)]]\\
Datasets used in this paper can be found [[http://cs.nyu.edu/~fergus/resources.htm|here]]

'''A Sparse Object Category Model for Efficient Learning and Exhaustive Recognition'''\\
Fergus, R. , Perona, P. and Zisserman, A.\\
''Proc. of the IEEE Conf on Computer Vision and Pattern Recognition 2005''.\\
[[http://cs.nyu.edu/~fergus/papers/fergus_cvpr05.pdf|(8 pages PDF)]] [[http://cs.nyu.edu/~fergus/papers/fergus_cvpr05.bib|(Bibtex)]] [[http://cs.nyu.edu/~fergus/research/cm/constellation_model.html|(Project page)]]

'''A Visual Category Filter for Google Images'''\\
Fergus, R. , Perona, P. and Zisserman, A.\\
''Proc. of the 8th European Conf. on Computer Vision, ECCV 2004''.\\
[[http://cs.nyu.edu/~fergus/papers/Fergus_ECCV4.pdf|(14 pages PDF)]] [[http://cs.nyu.edu/~fergus/papers/Fergus_ECCV04.bib|(Bibtex)]] [[http://cs.nyu.edu/~fergus/research/google/google.html|(Project Page)]]

'''Learning Generative Visual Models from Few Training Examples: An Incremental Bayesian Approach Tested on 101 Object Categories'''\\
Fei-Fei, L. , Fergus, R. and Perona, P.\\
''CVPR Workshop on Generative Model Based Vision, 2004''.\\
[[http://cs.nyu.edu/~fergus/papers/Fei-Fei_GMBV04.pdf|(9 pages PDF)]] [[http://cs.nyu.edu/~fergus/papers/Fei-Fei_GMBV04.bib|(Bibtex)]]

'''Object Class Recognition by Unsupervised Scale-Invariant Learning'''\\
Fergus, R. , Perona, P. and Zisserman, A.\\
''Proc. of the IEEE Conf on Computer Vision and Pattern Recognition'' 2003.\\
[[http://www.cs.nyu.edu/~fergus/papers/fergus03.pdf|(8 pages PDF)]] [[http://www.cs.nyu.edu/~fergus/papers/fergus03.bib|(Bibtex)]] [[http://www.cs.nyu.edu/~fergus/research/cm/constellation_model.html|(Project Page)]]. \\
Datasets used in this paper can be found [[http://www.robots.ox.ac.uk/~vgg/data.html|here]] and [[http://www.vision.caltech.edu/html-files/archive.html|here]].\\
Winner of CVPR 2003 Best Paper prize.

'''A Bayesian Approach to Unsupervised One-Shot Learning of Object Categories'''\\

Fei-Fei, L. , Fergus, R. and Perona, P.\\
''Proc. of the 9th Inter. Conf. on Computer Vision'', ICCV 2003.\\
[[http://www.cs.nyu.edu/~fergus/papers/Fei-Fei_ICCV03.pdf|(8 pages PDF)]] [[http://www.cs.nyu.edu/~fergus/papers/FeiFei_ICCV03.bib|(Bibtex)]]

!! Internet Vision

'''Semi-supervised Learning in Gigantic Image Collections'''\\
Fergus, R., Weiss, Y. and Torralba, A.\\
''Proc. Neural Information Processing Systems 2009'',\\
[[http://cs.nyu.edu/~fergus/papers/fwt_ssl.pdf|(8 pages PDF)]]

'''Spectral Hashing'''\\
Weiss, Y., Torralba, A. and Fergus, R.\\
''Proc. Neural Information Processing Systems 2008,''\\
[[http://cs.nyu.edu/~fergus/papers/wtf_nips08.pdf|(8 pages PDF)]] [[http://www.cs.huji.ac.il/~yweiss/SpectralHashing|(Project page)]]

'''Small Codes and Large Image Databases for Recognition'''\\
Torralba, A. , Fergus, R. and Weiss, Y.\\
''Proc. of the IEEE Conf on Computer Vision and Pattern Recognition 2008,''\\
[[http://cs.nyu.edu/~fergus/papers/tfw_cvpr08.pdf|(8 pages PDF)]], [[http://cs.nyu.edu/~fergus/presentations/cs_colloqium.ppt|(Slides PPT)]],
Google TechTalk Video [[http://www.youtube.com/watch?v=bakKQFEFLCA|(Link)]],
Matlab Code [[http://cs.nyu.edu/~fergus/research/tfw_cvpr08_code.zip|(.zip)]]

'''80 million tiny images: a large dataset for non-parametric object and scene recognition'''\\
Torralba, A., Fergus, R. and Freeman, W.T.\\
''IEEE PAMI'', November 2008\\
[[http://people.csail.mit.edu/torralba/tmp/tiny.pdf|(13 pages PDF)]] [[http://cs.nyu.edu/~fergus/papers/tiny.bib|(Bibtex)]] [[http://people.csail.mit.edu/torralba/tinyimages|(Project page)]]