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cs.CV2020
Unlabeled Data Deployment for Classification of Diabetic Retinopathy Images Using Knowledge Transfer
Sajjad Abbasi, Mohsen Hajabdollahi, Nader Karimi +2
Convolutional neural networks (CNNs) are extensively beneficial for medical image processing. Medical images are plentiful, but there is a lack of annotated data. Transfer learning…
cs.CV2019
Modeling Teacher-Student Techniques in Deep Neural Networks for Knowledge Distillation
Sajjad Abbasi, Mohsen Hajabdollahi, Nader Karimi +1
Knowledge distillation (KD) is a new method for transferring knowledge of a structure under training to another one. The typical application of KD is in the form of learning a smal…