arXiv research

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1 result for “CubeNet”

CubeNet: Equivariance to 3D Rotation and Translationcs.CV

CubeNet preserves 3D shape signatures through equivariance.

problem 3D ConvNets fail to capture pose differences.

method Group Convolutional Neural Network with linear equivariance to 3D transformations.

result Achieves state-of-the-art on ModelNet10 classification.

3D ConvNets equivariance 3D rotation Group Convolution CubeNet

2018-04-12abs ↗pdf ↗