12 citations · 16 across the 3 of their papers we have counts for
3 papers
cs.CV2021★ 3 cited
Beyond Fine-tuning: Classifying High Resolution Mammograms using Function-Preserving Transformations
Tao Wei, Angelica I Aviles-Rivero, Shuo Wang +4
The task of classifying mammograms is very challenging because the lesion is usually small in the high resolution image. The current state-of-the-art approaches for medical image c…
cs.LG2017★ 12 cited
Modularized Morphing of Neural Networks
Tao Wei, Changhu Wang, Chang Wen Chen
In this work we study the problem of network morphism, an effective learning scheme to morph a well-trained neural network to a new one with the network function completely preserv…
cs.LG2016★ 1 cited
Network Morphism
Tao Wei, Changhu Wang, Yong Rui +1
We present in this paper a systematic study on how to morph a well-trained neural network to a new one so that its network function can be completely preserved. We define this as \…