PmWiki.Publications History

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July 18, 2019, at 06:13 PM by 163.114.130.128 -
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July 18, 2019, at 06:10 PM by 163.114.130.128 -
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My papers can be found at:
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!%block red%[@ Prior to 2015 @]
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!Papers prior to 2015
July 18, 2019, at 06:08 PM by 163.114.130.128 -
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[[https://arxiv.org/search/?searchtype=author&query=Fergus%2C+R|arXiv]] and
[[https://scholar.google.com/citations?user=GgQ9GEkAAAAJ&hl=en&oi=ao|Google Scholar]]
July 18, 2019, at 06:07 PM by 163.114.130.128 -
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!%block red%[@ Prior to 2015 @]
October 20, 2014, at 12:45 AM by 128.122.49.53 -
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[[http://arxiv.org/pdf/1311.2901v3.pdf|(11 pages PDF)]]
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[[http://cs.nyu.edu/~fergus/papers/zeilerECCV2014.pdf|(11 pages PDF)]]
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[[Coming soon|(14 pages PDF)]]
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[[http://cs.nyu.edu/~fergus/papers/silbermaneccv2014.pdf|(14 pages PDF)]]
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'''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.pdf|(23 pages PDF)]]
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'''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.pdf|(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.pdf|(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.pdf|(9 pages PDF)]]

'''Visualizing and Understanding Convolutional Networks,'''\\
Zeiler, M. and Fergus, R.\\
''Proc. of the IEEE European Conference on Computer Vision 2014,''\\
[[http://arxiv.org/pdf/1311.2901v3.pdf|(11 pages PDF)]]

'''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)]]

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[[http://arxiv.org/pdf/1312.6229.pdf|(9 pages PDF)]]
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[[http://arxiv.org/pdf/1312.6229.pdf|(16 pages PDF)]]
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[[http://arxiv.org/pdf/1312.6199.pdf|(9 pages PDF)]]

'''Visualizing and Understanding Convolutional Networks,'''\\
Zeiler, M. and Fergus, R.\\
''Proc. of the IEEE European Conference on Computer Vision 2014,''\\
[[http://arxiv.org/pdf/1311.2901v3.pdf|(11 pages PDF)]]

'''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)]]
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[[http://arxiv.org/pdf/1312.6199.pdf|(10 pages PDF)]]
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''Proc. of the International Conference on Representation Learning,''\\
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''Proc. of the International Conference on Representation Learning 2013,''\\
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'''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.pdf|(9 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.pdf|(9 pages PDF)]]
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!! 2013
to:
!! 2014
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''arXiv 1311.2901, Nov 2013,''\\
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''Proc. of the IEEE European Conference on Computer Vision 2014,''\\
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'''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)]]

!! 2013

'''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.pdf|(9 pages PDF)]]
December 02, 2013, at 03:24 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.pdf|(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.pdf|(8 pages PDF)]]
[[http://cs.nyu.edu/~deigen/rain/|(Project page)]]
December 02, 2013, at 03:17 AM by 128.122.49.43 -
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'''Visualizing and Understanding Convolutional Networks,'''\\
Zeiler, M. and Fergus, R.\\
''arXiv 1311.2901, Nov 2013,''\\
[[http://arxiv.org/pdf/1311.2901v3.pdf|(11 pages PDF)]]
June 16, 2013, at 05:58 PM by 128.122.49.53 -
June 16, 2013, at 05:40 PM by 128.122.49.53 -
June 14, 2013, at 09:14 PM by 128.122.49.53 -
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[[http://www.matthewzeiler.com/pubs/iclr2013/iclr2013.pdf|(8pages PDF)]]
to:
[[http://www.matthewzeiler.com/pubs/iclr2013/iclr2013.pdf|(8 pages PDF)]]

'''Reconnaissance of the HR 8799 Exosolar System I: Near IR Spectroscopy,'''\\
Oppenheimer, B. et al. \\
''Astrophysical Journal,''\\
[[http://arxiv.org/pdf/1303.2627v1|(19 pages PDF)]]
June 14, 2013, at 08:33 PM by 128.122.49.53 -
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!! 2013


'''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,''\\
[[http://cs.nyu.edu/~wanli/dropc/dropc.pdf|(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,''\\
[[http://www.matthewzeiler.com/pubs/iclr2013/iclr2013.pdf|(8pages PDF)]]

December 11, 2012, at 05:45 PM by 128.122.47.152 -
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[[http://cs.nyu.edu/~fergus/papers/eccv12_final.pdf|(14 pages PDF)]]
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[[http://cs.nyu.edu/~fergus/papers/eccv12_final.pdf|(14 pages PDF)]] | [[http://www.cs.huji.ac.il/~yweiss/export2.tar | Code ]] | [[http://www.cs.huji.ac.il/~yweiss/hashingWithKernelTrick.pdf | Hashing Appendix ]]
August 29, 2012, at 01:46 PM by 100.2.113.62 -
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[[http://www.matthewzeiler.com/pubs/arxive2012/arxive2012.pdf|(12 pages PDF)]]

'''Differentiable Pooling for Hierarchical Feature Learning'''\\
Zeiler, M. and Fergus, R.\\
''Technical Report, 2012''\\
August 28, 2012, at 02:09 PM by 128.122.47.241 -
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Silberman, N., Hoeim, D., Kolhi, P. and Fergus, R.\\
to:
Silberman, N., Hoiem, D., Kolhi, P. and Fergus, R.\\
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''Technical Report, 2012''\\
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''Technical Report, Arxiv (1207.0151v1)''\\
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(Best Computer Vision thesis in UK)
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(Best Computer Vision thesis in UK)
August 28, 2012, at 02:08 PM by 128.122.47.241 -
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'''Indoor Segmentation and Support Inference from RGBD Images'''\\
Silberman, N., Hoeim, 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.pdf|(14 pages PDF)]]


'''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.pdf|(14 pages PDF)]]

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'''Differentiable Pooling for Hierarchical Feature Learning'''\\
Zeiler, M. and Fergus, R.\\
''Technical Report, 2012''\\
[[http://www.matthewzeiler.com/pubs/arxive2012/arxive2012.pdf|(12 pages PDF)]]

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June 30, 2012, at 07:23 PM by 74.108.1.100 -
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'''Differentiable Pooling for Hierarchical Feature Learning'''\\
Zeiler, M. and Fergus, R.\\
''Technical Report, 2012''\\
[[http://www.matthewzeiler.com/pubs/arxive2012/arxive2012.pdf|(12 pages PDF)]]

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June 14, 2012, at 08:25 PM by 128.122.47.152 -
June 14, 2012, at 07:58 PM by 128.122.47.152 -
June 14, 2012, at 07:57 PM by 128.122.47.152 -
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[[http://cs.nyu.edu/~deigen/adaptnn/adaptnn-cvpr12.pdf|(8 pages PDF)]]
[[http://cs.nyu.edu/~deigen/adaptnn/|Code]]
to:
[[http://cs.nyu.edu/~deigen/adaptnn/adaptnn-cvpr12.pdf|(8 pages PDF)]] |
[[http://cs.nyu.edu/~deigen/adaptnn/|(Code)]]
June 14, 2012, at 07:57 PM by 128.122.47.152 -
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!! 2012

'''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.pdf|(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.pdf|(8 pages PDF)]]

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October 24, 2011, at 06:21 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.pdf|(9 pages PDF)]]
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[[http://cs.nyu.edu/~dilip/wordpress/papers/priors_cvpr11.pdf|(8 pages PDF)]]
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[[http://cs.nyu.edu/~dilip/research/papers/priors_cvpr11.pdf|(8 pages PDF)]] | [[http://cs.nyu.edu/~dilip/research/blind-deconvolution|(Project page)]]
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[[http://cs.nyu.edu/~dilip/wordpress/papers/fid_nips09.pdf|(8 pages PDF)]] [[http://cs.nyu.edu/~dilip/wordpress/?page_id=122|(Project page)]]
to:
[[http://cs.nyu.edu/~dilip/research/papers/fid_nips09.pdf|(8 pages PDF)]] [[http://cs.nyu.edu/~dilip/research/fast-deconvolution/|(Project page)]]
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'''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.pdf|PDF]] | [[http://cs.nyu.edu/~silberman/site/?page_id=27|Project Page]]

August 01, 2011, at 02:40 PM by 94.245.127.15 -
August 01, 2011, at 02:40 PM by 94.245.127.15 -
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[[http://cs.nyu.edu/~fergus/papers/fwt_ssl.pdf|(8 pages PDF)]]|[[http://cs.nyu.edu/~fergus/code/ssl_eigenfunction.zip|Code]]
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[[http://cs.nyu.edu/~fergus/papers/fwt_ssl.pdf|(8 pages PDF)]] [[http://cs.nyu.edu/~fergus/code/ssl_eigenfunction.zip|Code]]
August 01, 2011, at 02:40 PM by 94.245.127.15 -
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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.pdf|(8 pages PDF)]]|[[http://cs.nyu.edu/~fergus/code/ssl_eigenfunction.zip|Code]]
July 08, 2011, at 11:13 PM by 62.56.59.61 -
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''Proc. of the IEEE Intl. Conf on Computer Vision,''\\
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''Proc. of the IEEE Intl. Conf on Computer Vision 2011,''\\
July 08, 2011, at 11:13 PM by 62.56.59.61 -
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'''Adaptive Deconvolutional Networks for Mid and High Level Feature Learning'''\\
Matt Zeiler, Graham Taylor and Rob Fergus\\
''Proc. of the IEEE Intl. Conf on Computer Vision,''\\
[[http://www.matthewzeiler.com/pubs/iccv2011/iccv2011.pdf|PDF]] | [[http://www.matthewzeiler.com/|Project Page]]

June 12, 2011, at 04:45 PM by 69.203.126.64 -
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[[http://cs.nyu.edu/~fergus/papers/fbwt_share.pdf|(14 pages PDF)]]
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[[http://cs.nyu.edu/~fergus/papers/fbwt_share.pdf|(14 pages PDF)]] | [[http://cs.nyu.edu/~fergus/code/ssl_eigenfunction.zip|Code]]
May 15, 2011, at 08:01 AM by 69.203.126.64 -
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[[http://www.cs.nyu.edu/~gwtaylor/publications/nips2006mhmublv/gwtaylor_nips.pdf|(9 pages PDF)]]
[[http://www.cs.nyu.edu/~gwtaylor/publications/nips2006mhmublv/|Supplementary material]]
to:
[[http://www.cs.nyu.edu/~gwtaylor/publications/nips2010/gwtaylor_nips2010.pdf|(9 pages PDF)]] |
[[http://www.cs.nyu.edu/~gwtaylor/publications/nips2010/|Project page]]
April 12, 2011, at 07:11 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.pdf|(8 pages PDF)]]
April 12, 2011, at 07:10 PM by 128.122.47.152 -
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!! 2011

'''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.pdf|(8 pages PDF)]]
[[http://www.cs.nyu.edu/~gwtaylor/publications/cvpr2011/0969-supp.pdf| Supplementary material]]

November 23, 2010, at 04:12 AM by 128.122.47.62 -
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'''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.pdf|(9 pages PDF)]]
[[http://www.cs.nyu.edu/~gwtaylor/publications/nips2006mhmublv/|Supplementary material]]

August 06, 2010, at 08:47 PM by 128.122.47.152 -
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''Proc. of IEEE, Vol. 98, No. 8, Special Issue on Internet Vision, August 2010.\\
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''Proc. of IEEE, Vol. 98, No. 8, Special Issue on Internet Vision, August 2010.''
August 06, 2010, at 08:46 PM by 128.122.47.152 -
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''Proc. of the IEEE European Conference on Computer Vision'',\\
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''Proc. of the IEEE European Conference on Computer Vision 2010'',\\
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''Proc. of the IEEE European Conference on Computer Vision,''\\
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''Proc. of the IEEE European Conference on Computer Vision 2010,''\\
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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.\\
August 06, 2010, at 08:30 PM by 128.122.47.152 -
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'''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'',\\
[[http://cs.nyu.edu/~fergus/papers/fbwt_share.pdf|(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,''\\
[[http://cs.nyu.edu/~gwtaylor/publications/eccv2010/1225.pdf|(14 pages PDF)]]
[[http://cs.nyu.edu/~gwtaylor/publications/eccv2010/suppl_1225.pdf|Supplementary material]]
April 02, 2010, at 01:27 AM by 69.204.252.172 -
April 02, 2010, at 01:27 AM by 69.204.252.172 -
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[[http://cs.nyu.edu/~koray/publis/koray-cvpr-09.pdf|(8 pages PDF)]]
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[[http://www.matthewzeiler.com/pubs/cvpr2010/cvpr2010.pdf|(8 pages PDF)]]
April 02, 2010, at 01:26 AM by 69.204.252.172 -
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'''Deconvolutional Networks'''\\
Zeiler, M., Krishnan, D., Taylor, G. and Fergus, R.\\
''Proc. of the IEEE Conf on Computer Vision and Pattern Recognition 2010,''\\
[[http://cs.nyu.edu/~koray/publis/koray-cvpr-09.pdf|(8 pages PDF)]]
February 16, 2010, at 02:13 PM by 69.204.252.172 -
February 16, 2010, at 02:12 PM by 69.204.252.172 -
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[[http://cs.nyu.edu/~fergus/papers/fergus_thesis.bib|(Bibtex)]]
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[[http://cs.nyu.edu/~fergus/papers/fergus_thesis.bib|(Bibtex)]]\\
February 16, 2010, at 02:12 PM by 69.204.252.172 -
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Winner of the British Computer Society's 2006 Distinguished Dissertations award\\         
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Winner of the British Computer Society's 2006 Distinguished Dissertations award\\
         
February 16, 2010, at 02:11 PM by 69.204.252.172 -
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\\
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Winner of the British Computer Society's 2006 Distinguished Dissertations award \\          (Best Computer Science thesis in the UK)\\
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Winner of the British Computer Society's 2006 Distinguished Dissertations award\\         
(Best Computer Science thesis in the UK)\\
February 16, 2010, at 02:10 PM by 69.204.252.172 -
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Fergus, R.
to:
Fergus, R.\\
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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
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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 \\
February 16, 2010, at 02:10 PM by 69.204.252.172 -
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!! Technical Notes and PhD Thesis

'''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.pdf|(11 pages PDF)]] [[http://cs.nyu.edu/~fergus/papers/fergus_randomlens.bib|(Bibtex)]]

'''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.pdf|(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.pdf|(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 06:14 AM by 128.122.47.59 -
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!! 2010

'''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.pdf|(6 pages PDF)]]

November 28, 2009, at 03:45 PM by 128.122.47.59 -
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!! Full List By Topic
to:
!! [[PmWiki/PublicationsByTopic|Full List By Topic]]
November 28, 2009, at 03:44 PM by 128.122.47.59 -
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Matlab Code [[http://cs.nyu.edu/~fergus/research/tfw_cvpr08_code.zip|(.zip)]] [[http://cs.nyu.edu/~fergus/research/tfw_cvpr08_code.tgz|(.tgz)]]

to:
Matlab Code [[http://cs.nyu.edu/~fergus/research/tfw_cvpr08_code.zip|(.zip)]]
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November 28, 2009, at 03:43 PM by 128.122.47.59 -
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[[http://cs.nyu.edu/~fergus/papers/tfw_cvpr08.pdf|(8 pages PDF)]],  [[http://cs.nyu.edu/~fergus/presentations/cs_colloqium.ppt|(Slides PPT_]],
to:
[[http://cs.nyu.edu/~fergus/papers/tfw_cvpr08.pdf|(8 pages PDF)]],  [[http://cs.nyu.edu/~fergus/presentations/cs_colloqium.ppt|(Slides PPT)]],
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November 28, 2009, at 03:42 PM by 128.122.47.59 -
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[[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]] [[http://cs.nyu.edu/~fergus/research/tfw_cvpr08_code.tgz|.tgz]]

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[[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)]] [[http://cs.nyu.edu/~fergus/research/tfw_cvpr08_code.tgz|(.tgz)]]

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'''One-Shot Learning of Object Categories'''\\ 
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'''One-Shot Learning of Object Categories'''\\
 
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Fei-Fei, L. , Fergus, R. and Perona, P.\\       
to:

Fei-Fei, L. , Fergus, R. and Perona, P.\\ 
     
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November 28, 2009, at 03:40 PM by 128.122.47.59 -
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'''One-Shot Learning of Object Categories''' \\ 
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'''One-Shot Learning of Object Categories'''\\ 
Changed lines 121-122 from:
[[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]].\\
to:
[[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]].\\
November 28, 2009, at 03:39 PM by 128.122.47.59 -
Changed line 84 from:
'''One-Shot Learning of Object Categories'''\\ 
to:
'''One-Shot Learning of Object Categories''' \\ 
Added lines 95-96:
[[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]]
November 28, 2009, at 03:36 PM by 128.122.47.59 -
Changed lines 69-71 from:
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)]]
to:
''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)]]
Changed lines 96-101 from:
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.
(8 pages PDF) (Bibtex) (Project page)

to:
'''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)]]

Changed lines 104-112 from:
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.
(14 pages PDF) (Bibtex) (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
.
(9 pages PDF) (Bibtex)
to:
'''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)]]
November 28, 2009, at 03:33 PM by 128.122.47.59 -
Changed lines 16-18 from:
[[http://cs.nyu.edu/~fergus/papers/dark_flash.bib|(Bibtex)]] [[http://cs.nyu.edu/~dilip/wordpress/?page_id=38|Project page]]

to:
[[http://cs.nyu.edu/~fergus/papers/dark_flash.bib|(Bibtex)]] [[http://cs.nyu.edu/~dilip/wordpress/?page_id=38|(Project page)]]

Changed lines 28-30 from:
[[http://cs.nyu.edu/~dilip/wordpress/papers/fid_nips09.pdf|(8 pages PDF)]] [[http://cs.nyu.edu/~dilip/wordpress/?page_id=122|Project page]]

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

Changed lines 49-51 from:
[[http://cs.nyu.edu/~fergus/papers/wtf_nips08.pdf|(8 pages PDF)]] [[http://www.cs.huji.ac.il/~yweiss/SpectralHashing|Project page]]

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

Changed lines 55-56 from:
[[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]],\\
to:
[[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]],
Changed lines 62-75 from:
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
(47 pages PDF) (Bibtex) (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).
(9 pages PDF) (Bibtex) (Project page)

Object Recognition by Scene Alignment
Russell, B. , Torralba, A. , Liu, C. , Fergus, R. and Freeman, W.T.
Proc. Neural Information Processing Systems 2007., (8 pages PDF)
to:
'''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)]]

'''
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)]]

'''
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)]]
Changed lines 84-87 from:
One-Shot Learning of Object Categories 
L. Fei-Fei, R. Fergus and P. Perona.
IEEE Trans. Pattern Analysis and Machine Intelligence, Vol. 28(4), 594 - 611, 2006
(18 pages PDF) (Bibtex)
to:
'''One-Shot Learning of Object Categories'''\\ 
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)]]
November 28, 2009, at 03:28 PM by 128.122.47.59 -
Changed lines 55-56 from:
[[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]], \\
to:
[[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]],\\
November 28, 2009, at 03:27 PM by 128.122.47.59 -
November 28, 2009, at 03:27 PM by 128.122.47.59 -
Changed lines 55-57 from:
[[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]] [[http://cs.nyu.edu/~fergus/research/tfw_cvpr08_code.tgz|.tgz]]
to:
[[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]] [[http://cs.nyu.edu/~fergus/research/tfw_cvpr08_code.tgz|.tgz]]
November 28, 2009, at 03:26 PM by 128.122.47.59 -
Changed line 55 from:
[[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]] [[http://cs.nyu.edu/~fergus/research/tfw_cvpr08_code.tgz|.tgz]]
to:
[[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]] [[http://cs.nyu.edu/~fergus/research/tfw_cvpr08_code.tgz|.tgz]]
November 28, 2009, at 03:26 PM by 128.122.47.59 -
Changed line 48 from:
''Proc. Neural Information Processing Systems 2008,''
to:
''Proc. Neural Information Processing Systems 2008,''\\
Changed lines 54-55 from:
''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]] [[http://cs.nyu.edu/~fergus/research/tfw_cvpr08_code.tgz|.tgz]]
to:
''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]] [[http://cs.nyu.edu/~fergus/research/tfw_cvpr08_code.tgz|.tgz]]
November 28, 2009, at 03:25 PM by 128.122.47.59 -
Changed lines 46-56 from:
Spectral Hashing
Weiss, Y., Torralba, A. and Fergus, R.
Proc. Neural Information Processing Systems 2008, (8 pages PDF) 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, (8 pages PDF)
Slides PPT, Google TechTalk Video Link, Matlab Code .zip .tgz

to:
'''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]] [[http://cs.nyu.edu/~fergus/research/tfw_cvpr08_code.tgz|.tgz]]

Added line 59:
November 28, 2009, at 03:23 PM by 128.122.47.59 -
Changed lines 40-43 from:
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
(13 pages PDF) (Bibtex) (Project page)
to:
'''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)]]
November 28, 2009, at 03:21 PM by 128.122.47.59 -
Changed lines 31-34 from:
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, (8 pages PDF)
(Bibtex)
to:
'''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)]]
November 28, 2009, at 03:20 PM by 128.122.47.59 -
Changed lines 19-26 from:
Semi-supervised Learning in Gigantic Image Collections
Fergus, R., Weiss, Y. and Torralba, A.
Proc. Neural Information Processing Systems 2009, (8 pages PDF)


Fast Image Deconvolution using Hyper-Laplacian Priors
Krishnan, D. and Fergus, R.
Proc. Neural Information Processing Systems 2009, (8 pages PDF) Project page
to:
'''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)]]


'''
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]]
November 28, 2009, at 03:18 PM by 128.122.47.59 -
Changed line 14 from:
[[http://cs.nyu.edu/~fergus/papers/dark_flash.pdf|(High Res (73Mb) - 11 pages PDF)]] (:nl:)
to:
[[http://cs.nyu.edu/~fergus/papers/dark_flash.pdf|(High Res (73Mb) - 11 pages PDF)]] \\
November 28, 2009, at 03:18 PM by 128.122.47.59 -
Changed line 14 from:
[[http://cs.nyu.edu/~fergus/papers/dark_flash.pdf|(High Res (73Mb) - 11 pages PDF)]]][[<<]]
to:
[[http://cs.nyu.edu/~fergus/papers/dark_flash.pdf|(High Res (73Mb) - 11 pages PDF)]] (:nl:)
November 28, 2009, at 03:18 PM by 128.122.47.59 -
Changed line 14 from:
[[http://cs.nyu.edu/~fergus/papers/dark_flash.pdf|(High Res (73Mb) - 11 pages PDF)]]\\
to:
[[http://cs.nyu.edu/~fergus/papers/dark_flash.pdf|(High Res (73Mb) - 11 pages PDF)]]][[<<]]
November 28, 2009, at 03:17 PM by 128.122.47.59 -
Changed lines 15-16 from:
[[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=38Project page]]
to:
[[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]]
November 28, 2009, at 03:16 PM by 128.122.47.59 -
Changed line 12 from:
Krishnan, D. and Fergus, R.
to:
Krishnan, D. and Fergus, R.\\
Changed lines 14-16 from:
[[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=38Project page]]
to:
[[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=38Project page]]
November 28, 2009, at 03:16 PM by 128.122.47.59 -
Changed lines 13-14 from:
''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=38Project page]]
to:
''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=38Project page]]
November 28, 2009, at 03:15 PM by 128.122.47.59 -
Changed line 11 from:
Dark Flash Photography
to:
'''Dark Flash Photography'''\\
Changed lines 13-14 from:
ACM Trans. on Graphics, (Proc. SIGGRAPH 2009).
(High Res (73Mb) - 11 pages PDF) (Low Res (5.1Mb) - 11 pages PDF) (Bibtex) Project page
to:
''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=38Project page]]
November 28, 2009, at 02:57 PM by 128.122.47.59 -
Changed lines 63-66 from:
to:
Object Recognition by Scene Alignment
Russell, B. , Torralba, A. , Liu, C. , Fergus, R. and Freeman, W.T.
Proc. Neural Information Processing Systems 2007., (8 pages PDF)

Deleted lines 78-81:

Object Recognition by Scene Alignment
Russell, B. , Torralba, A. , Liu, C. , Fergus, R. and Freeman, W.T.
Proc. Neural Information Processing Systems 2007., (8 pages PDF)
November 28, 2009, at 02:48 PM by 128.122.47.59 -
Changed lines 9-16 from:
!!! 2009

!!! 2008

!!! 2007

!!! 2006

to:
!! 2009

Dark Flash Photography
Krishnan, D. and Fergus, R.
ACM Trans. on Graphics, (Proc. SIGGRAPH 2009).
(High Res (73Mb) - 11 pages PDF) (Low Res (5.1Mb) - 11 pages PDF) (Bibtex) Project page


Semi-supervised Learning in Gigantic Image Collections
Fergus, R., Weiss, Y. and Torralba, A.
Proc. Neural Information Processing Systems 2009, (8 pages PDF)


Fast Image Deconvolution using Hyper-Laplacian Priors
Krishnan, D. and Fergus, R.
Proc. Neural Information Processing Systems 2009, (8 pages PDF) Project page


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, (8 pages PDF)
(Bibtex)


!! 2008

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
(13 pages PDF) (Bibtex) (Project page)


Spectral Hashing
Weiss, Y., Torralba, A. and Fergus, R.
Proc. Neural Information Processing Systems 2008, (8 pages PDF) 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, (8 pages PDF)
Slides PPT, Google TechTalk Video Link, Matlab Code .zip .tgz


!! 2007
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
(47 pages PDF) (Bibtex) (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).
(9 pages PDF) (Bibtex) (Project page)


!! 2006

Changed lines 71-72 from:
!!! 2005
to:
One-Shot Learning of Object Categories 
L. Fei-Fei, R. Fergus and P. Perona.
IEEE Trans. Pattern Analysis and Machine Intelligence, Vol. 28(4), 594 - 611, 2006
(18 pages PDF) (Bibtex)


Object Recognition by Scene Alignment
Russell, B. , Torralba, A. , Liu, C. , Fergus, R. and Freeman, W.T.
Proc. Neural Information Processing Systems 2007., (8 pages PDF)

!! 2005
Changed lines 87-90 from:

!!! 2004

!!!
2003
to:
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.
(8 pages PDF) (Bibtex) (Project page)


!! 2004

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.
(14 pages PDF) (Bibtex) (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.
(9 pages PDF) (Bibtex)

!! 2003
November 28, 2009, at 02:45 PM by 128.122.47.59 -
Changed lines 24-28 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.

to:
'''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.\\

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'''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.
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'''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)]]

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'''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).
to:
'''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).\\
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!! Selected Papers

'''Dark Flash Photography'''

Krishnan, D. and Fergus, R.

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

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!!! 2005
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!!! 2003

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(8 pages PDF) (Bibtex) (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)]]
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!! By Topic

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!! Full List By Topic

!! Full List in Chronological Order
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Dark Flash Photography
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'''Dark Flash Photography'''
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ACM Trans. on Graphics, (Proc. SIGGRAPH 2009).

Removing Camera Shake From A Single Photograph
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''ACM Trans. on Graphics'', (Proc. SIGGRAPH 2009).

'''Removing Camera Shake From A Single Photograph'''
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ACM Trans. on Graphics, Vol. 25, Issue 3, pp. 787-794, (Proc. SIGGRAPH 2006).
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''ACM Trans. on Graphics'', Vol. 25, Issue 3, pp. 787-794, (Proc. SIGGRAPH 2006).
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Learning Object Categories from Google's Image Search
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'''Learning Object Categories from Google's Image Search'''
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Proc. of the 10th Inter. Conf. on Computer Vision, ICCV 2005.



Object Class Recognition by Unsupervised Scale-Invariant Learning
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''Proc. of the 10th Inter. Conf. on Computer Vision'', ICCV 2005.



'''Object Class Recognition by Unsupervised Scale-Invariant Learning'''
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Proc. of the IEEE Conf on Computer Vision and Pattern Recognition 2003.
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''Proc. of the IEEE Conf on Computer Vision and Pattern Recognition'' 2003.
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! Publications

!! By Topic

!! Chronological order

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!! Selected Papers

Dark Flash Photography
Krishnan, D. and Fergus, R.
ACM Trans. on Graphics, (Proc. SIGGRAPH 2009).

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).
(8 pages PDF) (Bibtex) (Project page)


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.



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.