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Filtering by: Creator Koenen, Erik J. M. Remove constraint Creator: Koenen, Erik J. M. Committee Member Fern, Alan Remove constraint Committee Member: Fern, Alan Creator Lam, Michael Q. Remove constraint Creator: Lam, Michael Q.

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  • Fine-Grained Object Recognition Under Limited Training Data

    Creator:
    Lam, Michael Q.
    Abstract:
    This dissertation addresses object recognition in challenging settings, where distinct object classes are visually very similar (e.g., species of birds and insects) and/or access to training examples of object classes is limited (e.g., due to the associated high costs of data annotation). In this dissertation, we present a variety of...
    Resource Type:
    Dissertation
    Full Text:
    subsequent iterations j, we perform search using a mixture of the learned heuristic from the previous