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Convolu Tional Neural

Found 2 free book(s)
PointConv: Deep Convolutional Networks on 3D Point …

PointConv: Deep Convolutional Networks on 3D Point …

openaccess.thecvf.com

convolutional neural networks built on PointConv are able toachievestate-of-the-artonchallengingsemanticsegmen-tation benchmarks on 3D point clouds. Besides, our exper-iments converting CIFAR-10 into a point cloud showed that networks built on PointConv can match the performance of convolutional networks in 2D images of a similar structure. 1.

  Network, Points, Deep, Neural, Convolutional, Convolutional neural, Pointconv, Deep convolutional networks on 3d point

Siamese Neural Networks for One-shot Image Recognition

Siamese Neural Networks for One-shot Image Recognition

www.cs.cmu.edu

neural network consists of twin networks which accept dis-tinct inputs but are joined by an energy function at the top. ... although convolu-tional layers are computationally more expensive than stan-dard nonlinearities. Also, the convolution operation used in

  Tional, Neural, Convolu

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PointConv: Deep Convolutional Networks on 3D Point, Convolutional neural, Neural, Convolu, Tional