Transfusion: Understanding Transfer Learning with Applications to Medical Imaging
arXiv: Computer Vision and Pattern Recognition, 2019.
With the increasingly varied applications of deep learning, transfer learning has emerged as a critically important technique. However, the central question of how much feature reuse in transfer is the source of benefit remains unanswered. In this paper, we present an in-depth analysis of the effects of transfer, focusing on medical imagi...More
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