Web: http://arxiv.org/abs/2201.11091

Jan. 27, 2022, 2:11 a.m. | Josef Gugglberger, David Peer, Antonio Rodríguez-Sánchez

cs.LG updates on arXiv.org arxiv.org

Capsule networks are a class of neural networks that achieved promising
results on many computer vision tasks. However, baseline capsule networks have
failed to reach state-of-the-art results on more complex datasets due to the
high computation and memory requirements. We tackle this problem by proposing a
new network architecture, called Momentum Capsule Network (MoCapsNet).
MoCapsNets are inspired by Momentum ResNets, a type of network that applies
reversible residual building blocks. Reversible networks allow for
recalculating activations of the forward pass …

arxiv cv networks

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