## PmWiki.Publications History

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----

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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

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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]]

[[https://scholar.google.com/citations?user=GgQ9GEkAAAAJ&hl=en&oi=ao|Google Scholar]]

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[[http://~~arxiv~~.~~org~~/~~pdf~~/~~1311.2901v3~~.pdf|(11 pages PDF)]]

to:

[[http://cs.nyu.edu/~fergus/papers/zeilerECCV2014.pdf|(11 pages PDF)]]

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[[~~Coming soon~~|(14 pages PDF)]]

to:

[[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)]]

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)]]

to:

[[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)]]

'''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

to:

[[http://arxiv.org/pdf/1312.6199.pdf|(10 pages PDF)]]

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''Proc. of the International Conference on Representation Learning,''\\

to:

''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~~,''\\

to:

''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)]]

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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)]]

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)]]

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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)]]

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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)]]

'''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)]]

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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)]]

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[[http://cs.nyu.edu/~fergus/papers/eccv12_final.pdf|(14 pages PDF)]]

to:

[[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 ]]

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'''Differentiable Pooling for Hierarchical Feature Learning'''\\

Zeiler, M. and Fergus, R.\\

''Technical Report, 2012''\\

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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~~''\\

to:

''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)

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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)]]

Zeiler, M. and Fergus, R.\\

''Technical Report, 2012''\\

[[http://www.matthewzeiler.com/pubs/arxive2012/arxive2012.pdf|(12 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)]]

Zeiler, M. and Fergus, R.\\

''Technical Report, 2012''\\

[[http://www.matthewzeiler.com/pubs/arxive2012/arxive2012.pdf|(12 pages PDF)]]

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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)]]

[[http://cs.nyu.edu/~deigen/adaptnn/|(Code)]]

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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)]]

'''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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'''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)]]

to:

[[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]]

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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]]

to:

[[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)]]

to:

[[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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''Proc. of the IEEE Intl. Conf on Computer Vision,''\\

to:

''Proc. of the IEEE Intl. Conf on Computer Vision 2011,''\\

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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]]

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[[http://cs.nyu.edu/~fergus/papers/fbwt_share.pdf|(14 pages PDF)]]

to:

[[http://cs.nyu.edu/~fergus/papers/fbwt_share.pdf|(14 pages PDF)]] | [[http://cs.nyu.edu/~fergus/code/ssl_eigenfunction.zip|Code]]

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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]]

[[http://www.cs.nyu.edu/~gwtaylor/publications/nips2010/|Project page]]

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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)]]

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)]]

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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]]

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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]]

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''Proc. of IEEE, Vol. 98, No. 8, Special Issue on Internet Vision, August 2010.~~\\~~

to:

''Proc. of IEEE, Vol. 98, No. 8, Special Issue on Internet Vision, August 2010.''

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

to:

''Proc. of the IEEE European Conference on Computer Vision 2010'',\\

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

to:

''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.\\

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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]]

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

to:

[[http://www.matthewzeiler.com/pubs/cvpr2010/cvpr2010.pdf|(8 pages PDF)]]

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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)]]

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[[http://cs.nyu.edu/~fergus/papers/fergus_thesis.bib|(Bibtex)]]

to:

[[http://cs.nyu.edu/~fergus/papers/fergus_thesis.bib|(Bibtex)]]\\

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Winner of the British Computer Society's 2006 Distinguished Dissertations award\\

to:

Winner of the British Computer Society's 2006 Distinguished Dissertations award\\

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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)\\

to:

Winner of the British Computer Society's 2006 Distinguished Dissertations award\\

(Best Computer Science thesis in the UK)\\

(Best Computer Science thesis in the UK)\\

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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

Winner of the British Machine Vision Association's 2006 Sullivan prize

to:

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 \\

Winner of the British Machine Vision Association's 2006 Sullivan prize \\

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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)

'''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)

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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)]]

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!! Full List By ~~Topic~~

to:

!! [[PmWiki/PublicationsByTopic|Full List By Topic]]

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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)]]

Deleted line 127:

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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)]],

Deleted line 130:

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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]]

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)]]

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)]]

Changed lines 84-85 from:

'''One-Shot Learning of Object Categories'''\\

to:

'''One-Shot Learning of Object Categories'''\\

Changed lines 127-129 from:

Fei-Fei, L. , Fergus, R. and Perona, P.\\

to:

Fei-Fei, L. , Fergus, R. and Perona, P.\\

Added line 131:

Changed line 84 from:

'''One-Shot Learning of Object Categories'''~~ ~~\\

to:

'''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]].\\

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]].\\

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]]

Datasets used in this paper can be found [[http://cs.nyu.edu/~fergus/resources.htm|here]]

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)]]

[[http://groups.csail.mit.edu/graphics/CodedAperture/CodedAperture-LevinEtAl-SIGGRAPH07.pdf|(9 pages PDF)]]

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)]]

[[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)

Fergus, R. , Perona, P. and Zisserman, A.

Proc. of the IEEE Conf on Computer Vision and Pattern Recognition 2005.

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)]]

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~~)

Fergus, R. , Perona, P. and Zisserman, A.

Proc. of the 8th European Conf. on Computer Vision, ECCV 2004.

Learning Generative Visual Models from Few Training Examples

Fei-Fei, L. , Fergus, R. and Perona, P.

CVPR Workshop on Generative Model Based Vision, 2004

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)]]

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)]]

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]],~~\\ ~~

GoogleTechTalk 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]],

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)

Fergus, R. , Perona, P. and Zisserman, A.

International Journal of Computer Vision, Vol. 71(3), 273-303, March 2007

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).

Object Recognition by Scene Alignment

Russell, B. , Torralba, A. , Liu, C. , Fergus, R. and Freeman, W.T.

Proc. Neural Information Processing Systems 2007.,

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)]]

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)

L. Fei-Fei, R. Fergus and P. Perona.

IEEE Trans. Pattern Analysis and Machine Intelligence, Vol. 28(4), 594 - 611, 2006

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)]]

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)]]

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]],~~ ~~\\

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]],\\

Google TechTalk Video [[http://www.youtube.com/watch?v=bakKQFEFLCA|Link]],\\

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]]

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]]

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]]

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]]

[[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]]

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

Weiss, Y., Torralba, A. and Fergus, R.

Proc. Neural Information Processing Systems 2008,

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,

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]]

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:

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)

Torralba, A., Fergus, R. and Freeman, W.T.

IEEE PAMI, November 2008

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)]]

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)]]

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)~~

Kavukcuoglu, K. , Ranzato, M. , Fergus, R. and LeCun, Y.

Proc. of the IEEE Conf on Computer Vision and Pattern Recognition 2009,

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)]]

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)]]

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~~

Fergus, R., Weiss, Y. and Torralba, A.

Proc. Neural Information Processing Systems 2009,

Fast Image Deconvolution using Hyper-Laplacian Priors

Krishnan, D. and Fergus, R.

Proc. Neural Information Processing Systems 2009,

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]]

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]]

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[[http://cs.nyu.edu/~fergus/papers/dark_flash.pdf|(High Res (73Mb) - 11 pages PDF)]] ~~(:nl:) ~~

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[[http://cs.nyu.edu/~fergus/papers/dark_flash.pdf|(High Res (73Mb) - 11 pages PDF)]] \\

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[[http://cs.nyu.edu/~fergus/papers/dark_flash.pdf|(High Res (73Mb) - 11 pages PDF)]]~~][[<<]]~~

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[[http://cs.nyu.edu/~fergus/papers/dark_flash.pdf|(High Res (73Mb) - 11 pages PDF)]] (:nl:)

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[[http://cs.nyu.edu/~fergus/papers/dark_flash.pdf|(High Res (73Mb) - 11 pages PDF)]]][[<<]]

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[[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]]

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

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]]

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

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Krishnan, D. and Fergus, R.

to:

Krishnan, D. and Fergus, R.\\

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[[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]]

[[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]]

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]]

[[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]]

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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~~

(High Res (73Mb) - 11 pages PDF)

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]]

[[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]]

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)

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)

Changed lines 9-16 from:

!!! 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

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:

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

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

!!!

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

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

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.

Fergus, R. , Fei-Fei L. , Perona, P. and Zisserman, A.

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.\\

Fergus, R. , Fei-Fei L. , Perona, P. and Zisserman, A.\\

''Proc. of the 10th Inter. Conf. on Computer Vision'', ICCV 2005.\\

Changed lines 33-35 from:

'''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.

Fergus, R. , Perona, P. and Zisserman, A.

to:

'''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)]]

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)]]

Changed lines 17-22 from:

'''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).

Fergus, R., Singh, B., Hertzmann A., Roweis, S. T. and Freeman, W.T.

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).\\

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).\\

Added lines 5-6:

----

Changed lines 9-18 from:

'''Dark Flash Photography'''

Krishnan, D. and Fergus, R.

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

to:

!!! 2009

!!! 2008

!!! 2007

!!! 2006

!!! 2008

!!! 2007

!!! 2006

Changed lines 22-23 from:

to:

!!! 2005

Changed lines 29-32 from:

to:

!!! 2004

!!! 2003

!!! 2003

Added lines 36-41:

Added line 12:

Added line 14:

Changed line 20 from:

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

to:

[[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)]]

Changed lines 3-6 from:

!! ~~By~~ Topic

!!~~Chronological order~~

!!

to:

!! Full List By Topic

!! Full List in Chronological Order

!! Full List in Chronological Order

Changed line 11 from:

Dark Flash ~~Photography~~

to:

'''Dark Flash Photography'''

Changed lines 13-15 from:

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

Removing Camera Shake From A Single~~Photograph~~

Removing Camera Shake From A Single

to:

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

'''Removing Camera Shake From A Single Photograph'''

'''Removing Camera Shake From A Single Photograph'''

Changed line 17 from:

ACM Trans. on Graphics, Vol. 25, Issue 3, pp. 787-794, (Proc. SIGGRAPH 2006).

to:

''ACM Trans. on Graphics'', Vol. 25, Issue 3, pp. 787-794, (Proc. SIGGRAPH 2006).

Changed line 21 from:

Learning Object Categories from Google's Image ~~Search~~

to:

'''Learning Object Categories from Google's Image Search'''

Changed lines 23-27 from:

Proc. of the 10th Inter. Conf. on Computer Vision, ICCV 2005.

Object Class Recognition by Unsupervised Scale-Invariant~~Learning~~

Object Class Recognition by Unsupervised Scale-Invariant

to:

''Proc. of the 10th Inter. Conf. on Computer Vision'', ICCV 2005.

'''Object Class Recognition by Unsupervised Scale-Invariant Learning'''

'''Object Class Recognition by Unsupervised Scale-Invariant Learning'''

Changed line 29 from:

Proc. of the IEEE Conf on Computer Vision and Pattern Recognition 2003.

to:

''Proc. of the IEEE Conf on Computer Vision and Pattern Recognition'' 2003.

Added lines 1-29:

! Publications

!! By Topic

!! Chronological order

----

!! 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.

!! By Topic

!! Chronological order

----

!! 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.