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Frank-Wolfe algorithm for learning SVM-type multi-category classifiers
In this study, we developed a new optimization algorithm that can be applied to many of MC-SVM variants.
Adaptive Signal Variances: CNN Initialization Through Modern Architectures
In this study, we derived the initialization scheme again not from the simplified Kaiming model, but precisely from the modern CNN architectures, and empirically investigated how the new initialization method performs compared to the de facto standard ones that are widely used today.
New Descriptor for Glomerulus Detection in Kidney Microscopy Image
A new descriptor referred to as Segmental HOG is developed to perform a comprehensive detection of hundreds of glomeruli in images of whole kidney sections.
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