Handcrafted Efficient Capsule Spaces parts

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Product Name	Handcrafted Efficient Capsule Spaces parts
Exterior Equipment	Galvanized steel frame; Fluorocarbon aluminum alloy shell; Insulated, waterproof and moisture-proof construction; Hollow tempered glass windows; Hollow tempered laminated glass skylight; Stainless steel side-hinged entry door.
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Room Control Unit	Key card switch; Multiple scenario modes; Lights&curtains with intelligent integrated control; Intelligent voice control; Smart lock.

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Efficient-CapsNet: capsule network with self-attention routing
Website:www.ncbi.nlm.nih.gov
Introduction:Efficient-CapsNet shows higher linearity with respect to the original CapsNet in the encoding of affine transformations in the output capsule space. Figure Figure8 8 presents the average cumulative variance explained increasing the number of PCA components on the whole test set. For all the three transformations, Effienct-CapsNet is able to
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(PDF) Towards Efficient Capsule Networks ResearchGate
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Introduction:The architecture used in this work is composed by a backbone part and a capsule part. Primary capsules space has 8 real dimensions while output capsules are 16-dimensional vectors (D 1 = 8 and D 2
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TOWARDS EFFICIENT CAPSULE NETWORKS Riccardo Renzulli Marco
Website:arxiv.org
Introduction:ﬁcient way since the input space of the capsule network is signiﬁcantly reduced. Fig. 2 shows the architecture used in this work. We can build a CapsNet on top of the backbone by replacing the last two layers by a primary capsule (Prima-ryCaps) and fully-connected capsule (OutputCaps) layers, re-spectively.
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[2208.09203] Towards Efficient Capsule Networks arXiv.org
Website:arxiv.org
Introduction:Recently, Capsule Networks were introduced to enhance explainability of a model, where each capsule is an explicit representation of an object or its parts. These models show promising results on toy datasets, but their low scalability prevents deployment on more complex tasks. In this work, we explore sparsity besides capsule representations

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