Abstract: In recent years, deep learning’s use in medical imaging has grown exponentially. However, one of the biggest problems with training deep learning models is the unavailability of large ...
This repository is the official PyTorch implementation of DUKD: Data Upcycling Knowledge Distillation for Image Super-Resolution. Knowledge distillation (KD) compresses deep neural networks by ...
Abstract: The field of medical machine learning has encountered the challenge of constructing a large-scale image database that includes both the anatomical variability and teaching labels because ...
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