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cs.CV2020
An Efficient Agreement Mechanism in CapsNets By Pairwise Product
Lei Zhao, Xiaohui Wang, Lei Huang
Capsule networks (CapsNets) are capable of modeling visual hierarchical relationships, which is achieved by the "routing-by-agreement" mechanism. This paper proposes a pairwise agr…
cs.CV2020
An Investigation into the Stochasticity of Batch Whitening
Lei Huang, Lei Zhao, Yi Zhou +3
Batch Normalization (BN) is extensively employed in various network architectures by performing standardization within mini-batches. A full understanding of the process has been a…