Now showing items 1-2 of 2

    • Class Based Strategies for Understanding Neural Networks 

      Kumar, Devinder (University of Waterloo, 2020-02-07)
      One of the main challenges for broad adoption of deep learning based models such as Convolutional Neural Networks (CNN), is the lack of understanding of their decisions. In many applications, a simpler, less capable model ...
    • Diabetic retinopathy grading with respect to the segmented lesions 

      Kheradfallah, Hoda (University of Waterloo, 2022-05-19)
      One of the leading causes of irreversible vision loss is Diabetic Retinopathy (DR). The International Clinical Diabetic Retinopathy scale (ICDRS) provides grading criteria for DR. Deep Convolutional Neural Networks (DCNNs) ...

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