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A Novel Hybrid Deep Learning Model for Early Detection of Diabetic Retinopathy
(, 2021)
Diabetic retinopathy is one of the most frightening complications of diabetes mellitus affecting the working-age population worldwide leading to irreversible blindness if left untreated. A major challenge is early detection, ...
Empirical Evaluation of Adaptive Optimization on the Generalization Performance of Convolutional Neural Networks
(2021-10)
Recently, deep learning based techniques have garnered significant interest and popularity in a variety of fields of research due to their effectiveness in search for an optimal solution given a finite amount of data. ...