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Salient Slices: Improved Neural Network Training and Performance with Image Entropy, Neural Computation

2020

Morgan Lewis partner Steven Frank coauthored a Neural Computation article about a training and analysis strategy for convolutional neural networks (CNNs). The strategy, salient slices, facilitates the use of large, high-resolution images that would be impractical to analyze unmodified, and provides data augmentation for training.

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