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Artistic Paintings
The dataset used in the paper is a collection of artistic paintings, used to test the symmetry detection capabilities of the neural network. -
Physics Template
The dataset used in the paper is a collection of 2D potentials with known symmetry properties, used to train a neural network to detect symmetries. -
Group Equivariant Convolutional Networks
We introduce Group equivariant Convolutional Neural Networks (G-CNNs), a natural generalization of convolutional neural networks that reduces sample complexity by exploiting...