DeepCaps: Going Deeper with Capsule Networks

CVPR, pp. 10725-10733, 2019.

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Abstract:

Capsule Network is a promising concept in deep learning, yet its true potential is not fully realized thus far, providing sub-par performance on several key benchmark datasets with complex data. Drawing intuition from the success achieved by Convolutional Neural Networks (CNNs) by going deeper, we introduce DeepCaps1, a deep capsule netwo...More

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