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Robert Fergus

Associate Professor of Computer Science

    20012019

    Research output per year

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    Research Output

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    2017

    Project 1640 Observations of Brown Dwarf GJ 758 B: Near-infrared Spectrum and Atmospheric Modeling

    Nilsson, R., Veicht, A., Godfrey, P. A. G., Rice, E. L., Aguilar, J., Pueyo, L., Roberts, L. C., Oppenheimer, R., Brenner, D., Luszcz-Cook, S. H., Bacchus, E., Beichman, C., Burruss, R., Cady, E., Dekany, R., Fergus, R., Hillenbrand, L., Hinkley, S., King, D., Lockhart, T. & 6 others, Parry, I. R., Sivaramakrishnan, A., Soummer, R., Vasisht, G., Zhai, C. & Zimmerman, N. T., Mar 20 2017, In : Astrophysical Journal. 838, 1, 64.

    Research output: Contribution to journalArticle

    2016

    Learning multiagent communication with backpropagation

    Sukhbaatar, S., Szlam, A. & Fergus, R., 2016, In : Advances in Neural Information Processing Systems. p. 2252-2260 9 p.

    Research output: Contribution to journalArticle

    2015

    Detection of third and sixth cranial nerve palsies with a novel method for eye tracking while watching a short film clip

    Samadani, U., Farooq, S., Ritlop, R., Warren, F., Reyes, M., Lamm, E., Alex, A., Nehrbass, E., Kolecki, R., Jureller, M., Schneider, J., Chen, A., Shi, C., Mendhiratta, N., Huang, J. H., Qian, M., Kwak, R., Mikheev, A., Rusinek, H., George, A. & 4 others, Fergus, R., Kondziolka, D., Huang, P. P. & Smith, R. T., Mar 2015, In : Journal of Neurosurgery. 122, 3, p. 707-720 14 p.

    Research output: Contribution to journalArticle

    2014

    S4: A spatial-spectral model for speckle suppression

    Fergus, R., Hogg, D. W., Oppenheimer, R., Brenner, D. & Pueyo, L., Oct 20 2014, In : Astrophysical Journal. 794, 2, 161.

    Research output: Contribution to journalArticle

    2013

    Reconnaissance of the hr 8799 exosolar system. I. near-infrared spectroscopy

    Roberts, L. C., Oppenheimer, B. R., Baranec, C., Beichman, C., Brenner, D., Burruss, R., Cady, E., Crepp, J. R., Dekany, R., Fergus, R., Hale, D., Hillenbrand, L., Hinkley, S., Hogg, D. W., King, D., Ligon, E. R., Lockhart, T., Nilsson, R., Parry, I. R., Pueyo, L. & 13 others, Rice, E., Roberts, J. E., Roberts, L. C., Shao, M., Sivaramakrishnan, A., Soummer, R., Truong, T., Vasisht, G., Veicht, A., Vescelus, F., Wallace, J. K., Zhai, C. & Zimmerman, N., May 1 2013, In : Astrophysical Journal. 768, 1, 24.

    Research output: Contribution to journalArticle

    2012

    A hybrid neural network-latent topic model

    Wan, L., Zhu, L. & Fergus, R., 2012, In : Journal of Machine Learning Research. 22, p. 1287-1294 8 p.

    Research output: Contribution to journalArticle

    2010

    Learning object categories from internet image searches

    Fergus, R., Fei-Fei, L., Perona, P. & Zisserman, A., Aug 2010, In : Proceedings of the IEEE. 98, 8, p. 1453-1466 14 p., 5483225.

    Research output: Contribution to journalArticle

    2008

    80 million tiny images: A large data set for nonparametric object and scene recognition

    Torralba, A., Fergus, R. & Freeman, W. T., Oct 9 2008, In : IEEE Transactions on Pattern Analysis and Machine Intelligence. 30, 11, p. 1958-1970 13 p.

    Research output: Contribution to journalArticle

    2007

    Image and depth from a conventional camera with a coded aperture

    Levin, A., Fergus, R., Durand, F. & Freeman, W. T., Jul 29 2007, In : ACM Transactions on Graphics. 26, 3, 1276464.

    Research output: Contribution to journalArticle

    Learning generative visual models from few training examples: An incremental Bayesian approach tested on 101 object categories

    Fei-Fei, L., Fergus, R. & Perona, P., Apr 1 2007, In : Computer Vision and Image Understanding. 106, 1, p. 59-70 12 p.

    Research output: Contribution to journalArticle

    Weakly supervised scale-invariant learning of models for visual recognition

    Fergus, R., Perona, P. & Zisserman, A., Mar 1 2007, In : International Journal of Computer Vision. 71, 3, p. 273-303 31 p.

    Research output: Contribution to journalArticle

    2006

    One-shot learning of object categories

    Fei-Fei, L., Fergus, R. & Perona, P., Apr 1 2006, In : IEEE Transactions on Pattern Analysis and Machine Intelligence. 28, 4, p. 594-611 18 p.

    Research output: Contribution to journalArticle

    2004