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Robert Fergus

Associate Professor of Computer Science

    20012019
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    Research Output 2001 2019

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    Conference contribution
    2005

    Sampling methods for unsupervised learning

    Fergus, R., Zisserman, A. & Perona, P., 2005, Advances in Neural Information Processing Systems 17 - Proceedings of the 2004 Conference, NIPS 2004. Neural information processing systems foundation

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Unsupervised learning
    Sampling
    Computer vision
    2004

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

    Fei-Fei, L., Fergus, R. & Perona, P., 2004, IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops. January ed. IEEE Computer Society, Vol. 2004-January. 1384978

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Maximum likelihood
    Information use
    Statistical Models
    2003

    A Bayesian approach to unsupervised one-shot learning of object categories

    Fei-Fei, L., Fergus, R. & Perona, P., 2003, Proceedings of the IEEE International Conference on Computer Vision. Vol. 2. p. 1134-1141 8 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Motorcycles
    Probability density function
    Aircraft
    Statistical Models

    Object class recognition by unsupervised scale-invariant learning

    Fergus, R., Perona, P. & Zisserman, A., 2003, Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition. Vol. 2.

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Maximum likelihood
    Animals
    Entropy
    Railroad cars
    Detectors